Group Kriegel | Group Böhm | Habilitationen | Dissertationen | Diplom-/Masterarbeiten | Bachelorarbeiten
Publications of Prof. Dr. Hans-Peter Kriegel's Group
2017 | |
556 | E. Schubert, J. Sander, M. Ester, H.-P. Kriegel, X. Xu DBSCAN Revisited, Revisited: Why and How You Should (Still) Use DBSCAN ACM Transactions on Database Systems (TODS), 42(3), 2017. |
555 | H.-P. Kriegel, E. Schubert, A. Zimek The (black) art of runtime evaluation: Are we comparing algorithms or implementations? Knowledge and Information Systems (KAIS), 52(2): 341–378, 2017. |
554 | D. Basaran, E. Ntoutsi, A. Zimek Redundancies in Data and their Effect on the Evaluation of Recommendation Systems: A Case Study on the Amazon Reviews Datasets In Proceedings of the 17th SIAM International Conference on Data Mining (SDM), Houston, TX, 2017. |
2016 | |
553 | P. A. Jaskowiak, D. Moulavi, A. C. S. Furtado, R. J. G. B. Campello, A. Zimek, J. Sander On strategies for building effective ensembles of relative clustering validity criteria Knowledge and Information Systems (KAIS), 47(2): 329–354, 2016. |
552 | G. O. Campos, A. Zimek, J. Sander, R. J. G. B. Campello, B. Micenková, E. Schubert, I. Assent, M. E. Houle On the Evaluation of Unsupervised Outlier Detection: Measures, Datasets, and an Empirical Study Data Mining and Knowledge Discovery, 30: 891–927, 2016. |
551 | I. Assent, C. Domeniconi, F. Gullo, A. Tagarelli, A. Zimek MultiClust 2013: Multiple Clusterings, Multi-view Data, and Multi-source Knowledge-driven Clustering Workshop Report ACM SIGKDD Explorations, 18(1): 35–38, 2016. |
550 | E. Schubert, M. Weiler, H.-P. Kriegel SPOTHOT: Scalable Detection of Geo-spatial Events in Large Textual Streams In Proceedings of the 28th International Conference on Scientific and Statistical Database Management (SSDBM), Budapest, Hungary, 2016. |
549 | G. O. Campos, A. Zimek, J. Sander, R. J. G. B. Campello, B. Micenková, E. Schubert, I. Assent, M. E. Houle On the Evaluation of Outlier Detection: Measures, Datasets, and an Empirical Study Continued In Proceedings of the LWDA 2016 Workshops: KDML, FGWM, FGIR, and FGDB, Potsdam, Germany: 234, 2016. |
548 | E. Schubert, M. Weiler, H.-P. Kriegel Scalable Detection of Emerging Topics and Geo-spatial Events in Large Textual Streams In Proceedings of the LWDA 2016 Workshops: KDML, FGWM, FGIR, and FGDB, Potsdam, Germany, 2016. |
2015 | |
547 | E. Schubert, A. Koos, T. Emrich, A. Züfle, K. A. Schmid, A. Zimek A Framework for Clustering Uncertain Data Proceedings of the VLDB Endowment, 8(12): 1976–1979, 2015. |
546 | R. J. G. B. Campello, D. Moulavi, A. Zimek, J. Sander Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection ACM Transactions on Knowledge Discovery from Data (TKDD), 10(1): 5:1–51, 2015. |
545 | T. Emrich, H.-P. Kriegel, P. Kröger, J. Niedermayer, M. Renz, A. Züfle On Reverse-k-Nearest-Neighbor Joins GeoInformatica, 19(2): 299–330, 2015. |
544 | A. Zimek, J. Vreeken The Blind Men and the Elephant: On Meeting the Problem of Multiple Truths in Data from Clustering and Pattern Mining Perspectives Machine Learning, 98(1–2): 121–155, 2015. |
543 | E. Schubert, M. Weiler, A. Zimek Outlier Detection and Trend Detection: Two Sides of the Same Coin In 1st International Workshop on Event Analytics using Social Media Data at the 15th IEEE International Conference on Data Mining (ICDM), Atlantic City, NJ, 2015. |
542 | G. Jossé, M. Schubert, L. Zellner EasyEV: Monitoring and Querying System for Electric Vehicle Fleets Using Smart Car Data In Proceedings of the 14th International Symposium on Spatial and Temporal Databases (SSTD), Hong Kong, China: 497-502, 2015. |
541 | M. Shekelyan, G. Jossé, M. Schubert ParetoPrep: Efficient Lower Bounds for Path Skylines and Fast Path Computation In Proceedings of the 14th International Symposium on Spatial and Temporal Databases (SSTD), Hong Kong, China: 40-58, 2015. |
540 | G. Jossé, K. A. Schmid, A. Züfle, G. Skoumas, M. Schubert, D. Pfoser Tourismo: A User-Preference Tourist Trip Search Engine In Proceedings of the 14th International Symposium on Spatial and Temporal Databases (SSTD), Hong Kong, China: 514-519, 2015. |
539 | G. Jossé, K. A. Schmid, M. Schubert Probabilistic Resource Route Queries with Reappearance In Proceedings of the 18th International Conference on Extending Database Technology (EDBT), Brussels, Belgium: 445–456, 2015. |
538 | E. Schubert, A. Zimek, H.-P. Kriegel Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles In Proceedings of the 20th International Conference on Database Systems for Advanced Applications (DASFAA), Hanoi, Vietnam: 19–36, 2015. |
537 | H. O. Marques, R. J. G. B. Campello, A. Zimek, J. Sander On the Internal Evaluation of Unsupervised Outlier Detection In Proceedings of the 27th International Conference on Scientific and Statistical Database Management (SSDBM), San Diego, CA: 7:1–12, 2015. |
536 | M. Shekelyan, G. Jossé, M. Schubert Linear Path Skyline Computation in Multicriteria Networks In Proceedings of the 31st International Conference on Data Engineering (ICDE), Seoul, South Korea: 459-470, 2015. |
535 | J. Niedermayer, P. Kröger Minimizing the Number of Keypoint Matching Queries for Object Retrieval In Proceedings of the British Machine Vision Conference (BMVC), Swansea, UK, 2015. |
534 | M. Weiler, K. A. Schmid, M. Renz, N. Mamoulis Geo-Social Co-location Mining In GeoRich: 2nd International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data Held in Conjunction with SIGMOD 2015, Melbourne, Australia, 2015. |
2014 | |
533 | E. Schubert, A. Zimek, H.-P. Kriegel Local Outlier Detection Reconsidered: a Generalized View on Locality with Applications to Spatial, Video, and Network Outlier Detection Data Mining and Knowledge Discovery, 28(1): 190–237, 2014. |
532 | A. Zimek, I. Assent, J. Vreeken Frequent Pattern Mining Algorithms for Data Clustering In C. C. Aggarwal, J. Han (ed.): Frequent Pattern Mining, Springer: 403–423, 2014. |
531 | D. Moulavi, P. A. Jaskowiak, R. J. G. B. Campello, A. Zimek, J. Sander Density-based Clustering Validation In Proceedings of the 14th SIAM International Conference on Data Mining (SDM), Philadelphia, PA: 839–847, 2014. |
530 | E. Schubert, A. Zimek, H.-P. Kriegel Generalized Outlier Detection with Flexible Kernel Density Estimates In Proceedings of the 14th SIAM International Conference on Data Mining (SDM), Philadelphia, PA: 542–550, 2014. |
529 | J. Niedermayer, M. A. Nascimento, M. Renz, P. Kröger, H.-P. Kriegel Continuous Quantile Query Processing in Wireless Sensor Networks In Proceedings of the 17th International Conference on Extending Database Technology (EDBT), Athens, Greece: 247–258, 2014. |
528 | M. Pourrajabi, D. Moulavi, R. J. G. B. Campello, A. Zimek, J. Sander, R. Goebel Model Selection for Semi-Supervised Clustering In Proceedings of the 17th International Conference on Extending Database Technology (EDBT), Athens, Greece: 331–342, 2014. |
527 | M. Shekelyan, G. Jossé, M. Schubert, H.-P. Kriegel Linear Path Skyline Computation in Bicriteria Networks In Proceedings of the 19th International Conference on Database Systems for Advanced Applications (DASFAA), Bali, Indonesia: 173-187, 2014. |
526 | T. Emrich, H.-P. Kriegel, N. Mamoulis, J. Niedermayer, M. Renz, A. Züfle Reverse-Nearest Neighbor Queries on Uncertain Moving Object Trajectories In Proceedings of the 19th International Conference on Database Systems for Advanced Applications (DASFAA), Bali, Indonesia: 92-107, 2014. |
525 | M. Steinke, J. Niedermayer, P. Kröger Selectivity Estimation of Reverse k-Nearest Neighbor Queries In Proceedings of the 19th International Conference on Database Systems for Advanced Applications (DASFAA), Bali, Indonesia: 108–123, 2014. |
524 | A. Züfle, T. Emrich, K. A. Schmid, N. Mamoulis, A. Zimek, M. Renz Representative Clustering of Uncertain Data In Proceedings of the 20th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), New York, NY: 243–252, 2014. |
523 | E. Schubert, M. Weiler, H.-P. Kriegel SigniTrend: Scalable Detection of Emerging Topics in Textual Streams by Hashed Significance Thresholds In Proceedings of the 20th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), New York, NY: 871–880, 2014. |
522 | G. Skoumas, K. A. Schmid, G. Jossé, A. Züfle, M. Nascimento, M. Renz, D. Pfoser Towards Knowledge-Enriched Path Computation In Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), Dallas, TX: 485–488, 2014. |
521 | A. Zimek, R. J. G. B. Campello, J. Sander Data Perturbation for Outlier Detection Ensembles In Proceedings of the 26th International Conference on Scientific and Statistical Database Management (SSDBM), Aalborg, Denmark: 13:1–12, 2014. |
520 | M. Zimmermann, E. Ntoutsi, M. Spiliopoulou Adaptive Semi Supervised Opinion Classifier With Forgetting Mechanism. In Proceedings of the 29th ACM Symposium on Applied Computing (ACM SAC), Gyeongju, Korea: 805–812, 2014. |
519 | X. H. Dang, I. Assent, R. T. Ng, A. Zimek, E. Schubert Discriminative Features for Identifying and Interpreting Outliers In Proceedings of the 30th International Conference on Data Engineering (ICDE), Chicago, IL: 88–99, 2014. |
518 | J. Niedermayer, P. Kröger Retrieval of Binary Features in Image Databases: A Study In Proceedings of the 7th International Conference on Similarity Search and Applications (SISAP), Los Cabos, Mexico: 151–163, 2014. |
517 | T. Emrich, M. Franzke, H.-P. Kriegel, J. Niedermayer, M. Renz, A. Züfle An Extendable Framework for Managing Uncertain Spatio-Temporal Data In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Snowbird, UT: 1087-1090, 2014. |
516 | F. Borutta, M. A. Nascimento, J. Niedermayer, P. Kröger Monochromatic RkNN Queries in Time-Dependent Road Networks In Proceedings of the Third ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems (MobiGIS), Dallas/Fort Worth, TX: 26–33, 2014. |
2013 | |
515 | K. Stefanidis, E. Ntoutsi, M. Petropoulos, K. Norvag, and H.-P. Kriegel A Framework for Modeling, Computing and Presenting Time-aware Recommendations Transactions on Large-Scale Data and Knowledge-Centered Systems (TLDKS), Special Issue on Database- and Expert-Systems Applications, 10: 146–172, 2013. |
514 | R. J. G. B. Campello, D. Moulavi, A. Zimek, J. Sander A framework for semi-supervised and unsupervised optimal extraction of clusters from hierarchies Data Mining and Knowledge Discovery, 27(3): 344–371, 2013. |
513 | K. Sim, V. Gopalkrishnan, A. Zimek, G. Cong A survey on enhanced subspace clustering Data Mining and Knowledge Discovery, 26(2): 332–397, 2013. |
512 | A. Zimek, R. J. G. B. Campello, J. Sander Ensembles for Unsupervised Outlier Detection: Challenges and Research Questions ACM SIGKDD Explorations, 15(1): 11–22, 2013. |
511 | C. Türmer, D. Dill, B. Wolf, T. Bernecker, H.-P. Kriegel, A. Scholz Medizinisches Aktivitätsmonitoring e-Health: 266–269, 2013. |
510 | J. Niedermayer, A. Züfle, T. Emrich, M. Renz, N. Mamoulis, L. Chen, H.-P. Kriegel Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories Proceedings of the VLDB Endowment, 7(3): 205–216, 2013. |
509 | F. Graf, H.-P. Kriegel, M. Weiler Robust Image Segmentation in Low Depth Of Field Images Computing Research Repository, 2013. |
508 | T. Bernecker, T. Emrich, H.-P. Kriegel, N. Mamoulis, M. Renz, S. Zhang, A. Züfle Spatial Inverse Query Processing GeoInformatica, 17(3): 449-487, 2013. |
507 | A. Zimek Clustering High-Dimensional Data In C. C. Aggarwal, C. K. Reddy (ed.): Data Clustering: Algorithms and Applications, CRC Press: 201–230, 2013. |
506 | A. Drachen, M. Schubert Spatial Game Analytics In M. S. El-Nasr, A. Drachen, A. Canossa (ed.): Game Analytics, Maximizing the Value of Player Data, Springer: 365–402, 2013. |
505 | E. Schubert, A. Zimek, H.-P. Kriegel Geodetic Distance Queries on R-Trees for Indexing Geographic Data In Proceedings of the 13th International Symposium on Spatial and Temporal Databases (SSTD), Munich, Germany: 146–164, 2013. |
504 | A. Balteanu, G. Jossé, M. Schubert Mining Driving Preferences in Multi-cost Networks In Proceedings of the 13th International Symposium on Spatial and Temporal Databases (SSTD), Munich, Germany: 74-91, 2013. |
503 | T. Emrich, H.-P. Kriegel, P. Kröger, J. Niedermayer, M. Renz, A. Züfle Reverse-k-Nearest-Neighbor Join Processing In Proceedings of the 13th International Symposium on Spatial and Temporal Databases (SSTD), Munich, Germany: 277–294, 2013. |
502 | J. Niedermayer, M. A. Nascimento, M. Renz, P. Kröger, K. Ammar, H.-P. Kriegel Cost-Based Quantile Query Processing in Wireless Sensor Networks In Proceedings of the 14th International Conference on Mobile Data Management (MDM), Milan, Italy: 237–246, 2013. |
501 | T. Emrich, P. Kröger, J. Niedermayer, M. Renz, A. Züfle A Mutual Pruning Approach for RkNN Join Processing In Proceedings of the 15th GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), Magdeburg, Germany: 21–35, 2013. |
500 | M. Zimmermann, E. Ntoutsi, M. Spiliopoulou Extracting opinionated (sub)features from a stream of product reviews In Proceedings of the 16th International Conference on Discovery Science (DS), Singapore: 340–355, 2013. |
499 | A. Zimek, M. Gaudet, R. J. G. B. Campello, J. Sander Subsampling for Efficient and Effective Unsupervised Outlier Detection Ensembles In Proceedings of the 19th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Chicago, IL: 428–436, 2013. |
498 | T. Emrich, H.-P. Kriegel, M. Mauder, M. Renz, G. Trajcevski, A. Züfle Minimal spatio-temporal database repairs In Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), Orlando, FL: 492–495, 2013. |
497 | G. Jossé, M. Schubert, H.-P. Kriegel Probabilistic Parking Queries using Aging Functions In Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), Orlando, FL: 4, 2013. |
496 | F. D. Winter, P. Kröger, J. Niedermayer, M. Renz Autonomous Clustering for Wireless Sensor Networks In Proceedings of the 25th International Conference on Scientific and Statistical Database Management (SSDBM), Baltimore, MD: 36:1–36:4, 2013. |
495 | P. Zhang, R. Cheng, N. Mamoulis, M. Renz, A. Züfle, Y. Tang, T. Emrich Voronoi-based Nearest Neighbor Search for Multi-Dimensional Uncertain Databases In Proceedings of the 29th International Conference on Data Engineering (ICDE), Brisbane, Australia: 158–169, 2013. |
494 | M. Mauder, P. Kröger, K.-L. Schinner A similarity model for 3D objects based on stable sub-clouds In Proceedings of the 6th International Conference on Similarity Search and Applications (SISAP), A Coruna, Spain: 213–218, 2013. |
493 | T. Emrich, G. Jossé, H.-P. Kriegel, M. Mauder, J. Niedermayer, M. Renz, M. Schubert, A. Züfle Optimal Distance Bounds for the Mahalanobis Distance In Proceedings of the 6th International Conference on Similarity Search and Applications (SISAP), A Coruna, Spain: 175–181, 2013. |
492 | J. Niedermayer, A. Züfle, T. Emrich, M. Renz, N. Mamoulis, L. Chen, H.-P. Kriegel Similarity Search on Uncertain Spatio-Temporal Data In Proceedings of the 6th International Conference on Similarity Search and Applications (SISAP), A Coruna, Spain: 43–49, 2013. |
491 | E. Achtert, H.-P. Kriegel, E. Schubert, A. Zimek Interactive Data Mining with 3D-Parallel-Coordinate-Trees In Proceedings of the ACM International Conference on Management of Data (SIGMOD), New York City, NY: 1009–1012, 2013. |
490 | A. Drachen, M. Schubert Spatial game analytics and visualization In Proceedings of the IEEE Conference on Computational Intelligence in Games (CIG), Niagara Falls, ON, Canada: 1–8, 2013. |
489 | A. Zimek, E. Schubert, H.-P. Kriegel Outlier Detection in High-Dimensional Data Tutorial at the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Gold Coast, Australia, 2013. |
488 | I. Assent, C. Domeniconi, F. Gullo, A. Tagarelli, A. Zimek (eds), 4th MultiClust Workshop on Multiple Clusterings, Multi-view Data, and Multi-source Knowledge-driven Clustering, Held in Conjunction with the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Chicago, Illinois, USA 2013. |
2012 | |
487 | A. Zimek, E. Schubert, H.-P. Kriegel A Survey on Unsupervised Outlier Detection in High-Dimensional Numerical Data Statistical Analysis and Data Mining, 5(5): 363–387, 2012. |
486 | A. Cavallaro, H.-P. Kriegel, M. Petri, M. Schubert Semantic Localization driven Partial Image Retrieval in CT Series Methods of Information in Medicine, 2012. |
485 | H.-P. Kriegel, P. Kröger, A. Zimek Subspace Clustering Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2(4): 351–364, 2012. |
484 | H.-P. Kriegel, M. Schubert Co-RCA: Unsupervised Distance-Learning for Multi-View Clustering In 3rd MultiClust Workshop: Discovering, Summarizing and Using Multiple Clusterings Held in Conjunction with SIAM Data Mining 2012, Anaheim, CA: 11–18, 2012. |
483 | H.-P. Kriegel, P. Kröger, E. Schubert, A. Zimek Outlier Detection in Arbitrarily Oriented Subspaces In Proceedings of the 12th IEEE International Conference on Data Mining (ICDM), Brussels, Belgium: 379–388, 2012. |
482 | E. Ntoutsi, A. Zimek, T. Palpanas, P. Kröger, H.-P. Kriegel Density-based Projected Clustering over High Dimensional Data Streams In Proceedings of the 12th SIAM International Conference on Data Mining (SDM), Anaheim, CA: 987–998, 2012. |
481 | E. Schubert, R. Wojdanowski, A. Zimek, H.-P. Kriegel On Evaluation of Outlier Rankings and Outlier Scores In Proceedings of the 12th SIAM International Conference on Data Mining (SDM), Anaheim, CA: 1047–1058, 2012. |
480 | T. Bernecker, F. Graf, H.-P. Kriegel, N. Seiler, C. Tuermer, D. Dill Knowing: A Generic Data Analysis Application In Proceedings of the 15th International Conference on Extending Database Technology (EDBT), Berlin, Germany, 2012. |
479 | E. Ntoutsi, K. Stefanidis, K. Norvag, H.-P. Kriegel gRecs: A Group Recommendation System based on User Clustering In Proceedings of the 17th International Conference on Database Systems for Advanced Applications (DASFAA), Busan, South Korea, 2012. |
478 | T. Emrich, H.-P. Kriegel, J. Niedermayer, M. Renz, A. Suhartha, A. Züfle Exploration of Monte-Carlo Based Probabilistic Query Processing in Uncertain Graphs In Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM), Maui, HI: 2728–2730, 2012. |
477 | T. Emrich, H.-P. Kriegel, N. Mamoulis, M. Renz, A. Züfle Indexing uncertain spatio-temporal data In Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM), Maui, HI: 395–404, 2012. |
476 | T. Bernecker, T. Emrich, H.-P. Kriegel, M. Renz, A. Züfle Probabilistic Ranking in Fuzzy Object Databases In Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM), Maui, HI: 2647–2650, 2012. |
475 | K. Stefanidis, E. Ntoutsi, K. Norvag, and H.-P. Kriegel A Framework for Time-aware Recommendations In Proceedings of the 23rd International Conference on Database and Expert Systems Applications (DEXA), Vienna, Austria: 329–344, 2012. |
474 | N. Hubig, A. Züfle, T. Emrich, M. A. Nascimento, M. Renz, H.-P. Kriegel Continuous Probabilistic Sum Queries in Wireless Sensor Networks with Ranges In Proceedings of the 24th International Conference on Scientific and Statistical Database Management (SSDBM), Chania, Crete, Greece: 96–105, 2012. |
473 | T. Bernecker, H.-P. Kriegel, M. Renz, F. Verhein, A. Züfle Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases In Proceedings of the 24th International Conference on Scientific and Statistical Database Management (SSDBM), Chania, Crete, Greece: 38–55, 2012. |
472 | M. Zimmermann, E. Ntoutsi, Z.-F. Siddiqui, M. Spiliopoulou, H.-P. Kriegel Discovering Global and Local Bursts in a Stream of News Data In Proceedings of the 27th ACM Symposium on Applied Computing (ACM SAC), Trento, Italy, 2012. |
471 | E. Achtert, S. Goldhofer, H.-P. Kriegel, E. Schubert, A. Zimek Evaluation of Clusterings – Metrics and Visual Support In Proceedings of the 28th International Conference on Data Engineering (ICDE), Washington, DC: 1285–1288, 2012. |
470 | T. Emrich, H.-P. Kriegel, N. Mamoulis, M. Renz, A. Züfle Querying Uncertain Spatio-Temporal Data In Proceedings of the 28th International Conference on Data Engineering (ICDE), Washington, DC, 2012. |
469 | K. Stefanidis, E. Ntoutsi, K. Norvag, and H.-P. Kriegel A Framework for Time-aware Recommendations In Proceedings of the 31st International Conference on Conceptual Modeling (ER), Florence, Italy, 2012. |
468 | A. Sinelnikova, E. Ntoutsi, H.-P. Kriegel Sentiment analysis in the Twitter stream In Proceedings of the 36th Annual Conference of the German Classification Society on Data Analysis, Machine Learning and Knowledge Discovery (GFKL), Hildesheim, Germany, 2012. |
467 | E. Ntoutsi, K. Stefanidis, K. Norvag, and H.-P. Kriegel gRecs: A collaborative filtering framework for group recommendations In Proceedings of the 36th Annual Conference of the German Classification Society on Data Analysis, Machine Learning and Knowledge Discovery (GFKL), Hildesheim, Germany, 2012. |
466 | C. Lauschke, E. Ntoutsi Monitoring User Evolution in Twitter In Proceedings of the 3rd IEEE/ACM Workshop on Business Applications of Social Network Analysis (BASNA), in conjunction with ASONAM 2012, Istanbul, Turkey, 2012. |
465 | H.-P. Kriegel, M. Petri, M. Schubert, M. Shekelyan, M. Stockerl Efficient Similarity Search on 3D Bounding Box Annotations In Proceedings of the SPIE Medical Imaging Conference 2012: Advanced PACS-based Imaging Informatics and Therapeutic Applications (SPIE), San Diego, CA: 8319-10, 2012. |
464 | F. Graf, R. Greil, H.-P. Kriegel, M. Schubert, A. Cavallaro Enhanced Detection of the Vertebrae in 2D CT-Images In Proceedings of the SPIE Medical Imaging Conference 2012: Image Processing (SPIE), San Diego, CA, 2012. |
463 | N. Seiler, T. Bernecker, F. Graf, C. Türmer, D. Dill, H.-P. Kriegel, B. Wolf MedMon – Eine Applikation zur Auswertung medizinischer Sensordaten In Electronics goes Medical (EgM), Munich, Germany, 2012. |
462 | A. Zimek, E. Schubert, H.-P. Kriegel Outlier Detection in High-Dimensional Data Tutorial at the 12th International Conference on Data Mining (ICDM), Brussels, Belgium, 2012. |
461 | E. Müller, T. Seidl, S. Venkatasubramanian, A. Zimek (eds), 3rd MultiClust Workshop: Discovering, Summarizing and Using Multiple Clusterings, Held in Conjunction with SIAM Data Mining 2012, Anaheim, CA 2012. |
460 | T. Bernecker, F. Graf, H.-P. Kriegel, C. Mönnig, D. Dill, C. Türmer Activity Recognition on 3D Accelerometer Data (Technical Report) Technical Report, Institute for Informatics, Ludwig-Maximilians-Universität München, Germany, 2012. |
2011 | |
459 | H.-P. Kriegel, P. Kröger, J. Sander, A. Zimek Density-based clustering Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 1(3): 231–240, 2011. |
458 | T. Bernecker, T. Emrich, H.-P. Kriegel, M. Renz, S. Zankl, A. Züfle Efficient Probabilistic Reverse Nearest Neighbor Query Processing on Uncertain Data Proceedings of the VLDB Endowment, 4(10): 669–680, 2011. |
457 | H.-P. Kriegel, E. Schubert, A. Zimek Evaluation of Multiple Clustering Solutions In 2nd MultiClust Workshop: Discovering, Summarizing and Using Multiple Clusterings Held in Conjunction with ECML PKDD 2011, Athens, Greece: 55–66, 2011. |
456 | J. Vreeken, A. Zimek When Pattern Met Subspace Cluster – A Relationship Story In 2nd MultiClust Workshop: Discovering, Summarizing and Using Multiple Clusterings Held in Conjunction with ECML PKDD 2011, Athens, Greece: 7–18, 2011. |
455 | M. Nickel, V. Tresp, H.-P. Kriegel A Three-Way Model for Collective Learning on Multi-Relational Data In International Conference on Machine Learning: 809–816, 2011. |
454 | F. Graf, H.-P. Kriegel, M. Schubert, S. Poelsterl, A. Cavallaro 2D Image Registration in CT Images using Radial Image Descriptors In Medical Image Computing and Computer-Assisted Intervention (MICCAI), Toronto, Canada: 607–614, 2011. |
453 | E. Ntoutsi, M. Spiliopoulou, Y. Theodoridis Summarizing Cluster Evolution in Dynamic Environments In Proc. of 11th International Conference on Computational Science and Its Applications (ICCSA), 2011. |
452 | H.-P. Kriegel, P. Kröger, E. Schubert, A. Zimek Interpreting and Unifying Outlier Scores In Proceedings of the 11th SIAM International Conference on Data Mining (SDM), Mesa, AZ: 13–24, 2011. |
451 | T. Emrich, H.-P. Kriegel, P. Kröger, M. Renz, J. Senner, A. Züfle A Visual Evaluation Framework for Spatial Pruning Methods In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 507–511, 2011. |
450 | A. Follmann, M. A. Nascimento, A. Züfle, M. Renz, P. Kröger, H.-P. Kriegel Continuous Probabilistic Count Queries in Wireless Sensor Networks In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 279–296, 2011. |
449 | T. Bernecker, T. Emrich, H.-P. Kriegel, N. Mamoulis, M. Renz, S. Zhang, A. Züfle Inverse Queries For Multidimensional Spaces In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 330–347, 2011. |
448 | H.-P. Kriegel, M. Schubert, A. Züfle Managing and Mining Spatio-Temporal Data in Massive Multiplayer Online Games In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 441–444, 2011. |
447 | T. Bernecker, M. E. Houle, H.-P. Kriegel, P. Kröger, M. Renz, E. Schubert, A. Zimek Quality of Similarity Rankings in Time Series In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 422–440, 2011. |
446 | A. Cavallaro, F. Graf, H.-P. Kriegel, M. Schubert, M. Thoma Region of Interest Queries in CT Scans In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 56–73, 2011. |
445 | E. Achtert, A. Hettab, H.-P. Kriegel, E. Schubert, A. Zimek Spatial Outlier Detection: Data, Algorithms, Visualizations In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 512–516, 2011. |
444 | T. Bernecker, H.-P. Kriegel, P. Kröger, M. Renz TiP: Analyzing Periodic Time Series Patterns In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 491–495, 2011. |
443 | F. Graf, H.-P. Kriegel, M. Renz, M. Schubert MARiO: Multi Attribute Routing in Open Street Map In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN: 486–490, 2011. |
442 | M. Schubert, H.-P. Kriegel LOCAR: Local Compression of Alternative Routes In Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), Chicago, IL: 441–444, 2011. |
441 | T. Bernecker, H.-P. Kriegel, N. Mamoulis, M. Renz, A. Züfle Continuous Inverse Ranking Queries in Uncertain Streams In Proceedings of the 23rd International Conference on Scientific and Statistical Database Management (SSDBM), Portland, OR: 37–54, 2011. |
440 | H.-P. Kriegel, P. Kröger, E. Ntoutsi, A. Zimek Density Based Subspace Clustering over Dynamic Data In Proceedings of the 23rd International Conference on Scientific and Statistical Database Management (SSDBM), Portland, OR: 387–404, 2011. |
439 | T. Bernecker, T. Emrich, H.-P. Kriegel, N. Mamoulis, M. Renz, A. Züfle A Novel Probabilistic Pruning Approach to Speed Up Similarity Queries in Uncertain Databases In Proceedings of the 27th International Conference on Data Engineering (ICDE), Hannover, Germany: 339–350, 2011. |
438 | F. Graf, H.-P. Kriegel, S. Pölsterl, M. Schubert, A. Cavallaro Position Prediction in CT Volume Scans In Proceedings of the 28th International Conference on Machine Learning (ICML) Workshop on Learning for Global Challenges, Bellevue, Washington, WA, 2011. |
437 | T. Bernecker, L. Chen, T. Emrich, H.-P. Kriegel, N. Mamoulis, A. Züfle Managing Uncertain Spatio-Temporal Data In Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Querying and Mining Uncertain Spatio-Temporal Data (QUeST), Chicago, IL: 16–20, 2011. |
436 | K. Subramani, A. Velkov, E. Ntoutsi, P. Kröger, H-P. Kriegel Density-based community detection in social networks In Proceedings of the 2nd IEEE Workshop on Business Applications of Social Network Analysis (BASNA), in conjunction with IMSAA 2011, Bangalore, India, 2011. |
435 | T. Bernecker, F. Graf, H.-P. Kriegel, C. Moennig, A. Zimek BeyOND – Unleashing BOND In Proceedings of the 37th International Conference on Very Large Data Bases (VLDB) Workshop on Ranking in Databases (DBRank), Seattle, WA: 34–39, 2011. |
434 | F. Stegmaier, M. Döller, K. Schlegel, H. Kosch, S. Seifert, M. Kramer, A. Hutter, M. Thoma, H.-P. Kriegel, A. Cavallaro Generische Datenintegration zur semantischen Diagnoseunterstützung im Projekt THESEUS MEDICO In Proceedings of the 41st Jahrestagung der Gesellschaft für Informatik: Datenmanagement und Interoperabilität im Gesundheitswesen, Berlin, Germany: 41–55, 2011. |
433 | F. Graf, H.-P. Kriegel, M. Weiler Robust Segmentation of Relevant Regions in Low Depth of Field Images In Proceedings of the IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, 2011. |
432 | S. Seifert, M. Thoma, F. Stegmaier, M. Hammon, M. Kramer, M. Huber, H.-P. Kriegel, A. Cavallaro, D. Comaniciu Combined semantic and similarity search in medical image databases In Proceedings of the SPIE Medical Imaging Conference 2011: Advanced PACS-based Imaging Informatics and Therapeutic Applications, Lake Buena Vista, FL, 7967: 7967–2, 2011. |
431 | F. Graf, H.-P. Kriegel, M. Schubert, M. Strukelj, A. Cavallaro Fully automatic detection of the vertebrae in 2D CT images In Proceedings of the SPIE Medical Imaging Conference 2011: Image Processing (SPIE), Lake Buena Vista, FL, 7962: 79620C, 2011. |
430 | K. Ammar, M. A. Nascimento, J. Niedermayer An Adaptive Refinement-Based Algorithm for Median Queries in Wireless Sensor Networks In Proceedings of the Tenth ACM International Workshop on Data Engineering for Wireless and Mobile Access (MobiDE), Athens, Greece: 9–16, 2011. |
429 | N. Mitsou, E. Ntoutsi, D. Wollherr, C. Tzafestas, H.-P. Kriegel Revealing cluster formation over huge volatile robotic data In IEEE Wokshop on Domain Driven Data Mining (DDDM), Held in Conjunction with ICDM11, 2011. |
428 | H.-P. Kriegel, E. Ntoutsi, M. Spiliopoulou, G. Tsoumakas, A. Zimek Mining Complex Dynamic Data Tutorial at the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD), Athens, Greece, 2011. |
427 | M. Petri Similarity Search Applications in Medical Images PhD Thesis, Ludwig-Maximilians-Universität München, 2011. |
426 | F. Graf, H.-P. Kriegel, M. Schubert Maximum Gain Round Trips with Cost Constraints Technical Report, Ludwig-Maximilians-Universität München, Munich, Germany, 2011. |
2010 | |
425 | A. Zimek, F. Buchwald, E. Frank, S. Kramer A Study of Hierarchical and Flat Classification of Proteins IEEE/ACM Transactions on Computational Biology and Bioinformatics, 7(3): 563–571, 2010. |
424 | M. Thoma, H. Cheng, A. Gretton, J. Han, H.-P. Kriegel, A. Smola, L. Song, P. S. Yu, X. Yan, K. M. Borgwardt Discriminative Frequent Subgraph Mining with Optimality Guarantees Statistical Analysis and Data Mining, 3(5): 302–318, 2010. |
423 | J. Aßfalg, J. Gong, H.-P. Kriegel, A. Pryakhin, T. Wei, A. Zimek Investigating a Correlation between Subcellular Localization and Fold of Proteins Journal of Universal Computer Science, 16(5): 604–621, 2010. |
422 | H.-P. Kriegel, P. Kröger, M. Renz, M. Schubert Metric spaces in data mining: applications to clustering journal, 2(2): 36–39, 2010. |
421 | T. Bernecker, H.-P. Kriegel, M. Renz, F. Verhein, A. Züfle Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases (Technical Report) Computing Research Repository, 2010. |
420 | T. Bernecker, H.-P. Kriegel, N. Mamoulis, M. Renz, A. Züfle Scalable Probabilistic Similarity Ranking in Uncertain Databases IEEE Transactions on Knowledge and Data Engineering, 22(9): 1234–1246, 2010. |
419 | M. Renz, R. Cheng, H.-P. Kriegel, A. Züfle, T. Bernecker Similarity Search and Mining in Uncertain Databases Proceedings of the VLDB Endowment, 3(1-2): 1653–1654, 2010. |
418 | C. Türmer, D. Dill, A. Scholz, M. Gül, A. Stautner, T. Bernecker, F. Graf, B. Wolf Conceptual design for an activity monitoring system concerning medical applications using triaxial accelerometry In Austrian Society for Biomedical Engineering (BMT), Rostock, Germany, 2010. |
417 | C. Türmer, D. Dill, A. Scholz, M. Gül, T. Bernecker, F. Graf, H.-P. Kriegel, B. Wolf Concept of a medical activity monitoring system improving the dialog between doctors and patients concerning preventions, diagnostics and therapies In Forum Medizin 21, Evidenzbasierte Medizin (EbM), Salzburg, Austria, 2010. |
416 | M. Bundschus, A. Bauer-Mehren, V. Tresp, L. I. Furlong, H.-P. Kriegel Digging for knowledge with information extraction: a case study on human gene-disease associations In International Conference on Information and Knowledge Management: 1845–1848, 2010. |
415 | E. Achtert, H.-P. Kriegel, L. Reichert, E. Schubert, R. Wojdanowski, A. Zimek Visual Evaluation of Outlier Detection Models In Proceedings of the 15th International Conference on Database Systems for Advanced Applications (DASFAA), Tsukuba, Japan: 396–399, 2010. |
414 | J. Niedermayer, M. A. Nascimento, M. Renz, P. Kröger, H.-P. Kriegel Exploiting Local Node Cache in Top-k Queries within Wireless Sensor Networks In Proceedings of the 18th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), San Jose, CA: 434–437, 2010. |
413 | F. Graf, H.-P. Kriegel, M. Renz, M. Schubert Memory-Efficient A*-Search using Sparse Embeddings In Proceedings of the 18th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), San Jose, CA: 462–465, 2010. |
412 | T. Emrich, H.-P. Kriegel, P. Kröger, M. Renz, N. Xu, A. Züfle Reverse k-Nearest Neighbor Monitoring on Mobile Objects In Proceedings of the 18th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), San Jose, CA: 494–497, 2010. |
411 | K. Kawagoe, T. Bernecker, H.-P. Kriegel, M. Renz, A. Zimek, and A. Züfle Similarity Search in Time Series of Dynamical Model-based Systems In Proceedings of the 21st International Conference on Database and Expert Systems Applications (DEXA), 2nd Workshop on Database Technology for Life Sciences and Medicine (DBLM), Bilbao, Spain: 110–114, 2010. |
410 | M. E. Houle, H.-P. Kriegel, P. Kröger, E. Schubert, A. Zimek Can Shared-Neighbor Distances Defeat the Curse of Dimensionality? In Proceedings of the 22nd International Conference on Scientific and Statistical Database Management (SSDBM), Heidelberg, Germany: 482–500, 2010. |
409 | T. Emrich, F. Graf, H.-P. Kriegel, M. Schubert, M. Thoma Optimizing All-Nearest-Neighbor Queries with Trigonometric Pruning In Proceedings of the 22nd International Conference on Scientific and Statistical Database Management (SSDBM), Heidelberg, Germany: 501–518, 2010. |
408 | T. Emrich, F. Graf, H.-P. Kriegel, M. Schubert, M. Thoma Similarity Estimation using Bayes Ensembles In Proceedings of the 22nd International Conference on Scientific and Statistical Database Management (SSDBM), Heidelberg, Germany: 537–554, 2010. |
407 | T. Bernecker, T. Emrich, F. Graf, H.-P. Kriegel, P. Kröger, M. Renz, E. Schubert, A. Zimek Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces In Proceedings of the 22nd International Conference on Scientific and Statistical Database Management (SSDBM), Heidelberg, Germany: 555–564, 2010. |
406 | H.-P. Kriegel, P. Kröger, H. Obermaier, J. Peters, M. Renz Towards Archaeo-Informatics: Scientific Data Management for Archaeobiology In Proceedings of the 22nd International Conference on Scientific and Statistical Database Management (SSDBM), Heidelberg, Germany: 169–177, 2010. |
405 | T. Bernecker, T. Emrich, F. Graf, H.-P. Kriegel, P. Kröger, M. Renz, E. Schubert, A. Zimek Subspace Similarity Search Using the Ideas of Ranking and Top-k Retrieval In Proceedings of the 26th International Conference on Data Engineering (ICDE) Workshop on Ranking in Databases (DBRank), Long Beach, CA: 4–9, 2010. |
404 | M. Schubert, M. Renz, H.-P. Kriegel Route skyline queries: a multi-preference path planning approach In Proceedings of the 26th International Conference on Data Engineering (ICDE), Long Beach, CA: 261–272, 2010. |
403 | H.-P. Kriegel, P. Kröger, M. Renz Techniques for efficiently searching in spatial, temporal, spatio-temporal, and multimedia databases. In Proceedings of the 26th International Conference on Data Engineering (ICDE), Long Beach, CA: 1218–1219, 2010. |
402 | T. Emrich, F. Graf, H.-P. Kriegel, M. Schubert, M. Thoma On the Impact of Flash SSDs on Spatial Indexing In Proceedings of the 6th International Workshop on Data Management on New Hardware (DaMoN), Indianapolis, IN: 3–8, 2010. |
401 | T. Emrich, H.-P. Kriegel, P. Kröger, M. Renz, A. Züfle Boosting Spatial Pruning: On Optimal Pruning of MBRs In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Indianapolis, IN: 39–50, 2010. |
400 | F. Graf, H.-P. Kriegel, M. Renz, M. Schubert PAROS: Pareto Optimal Route Selection In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Indianapolis, IN: 1199–1202, 2010. |
399 | T. Emrich, F. Graf, H.-P. Kriegel, M. Schubert, M. Thoma, A. Cavallaro CT Slice Localization via Instance-Based Regression In Proceedings of the SPIE Medical Imaging Conference 2010: Image Processing (SPIE), San Diego, CA, 7623: 762320, 2010. |
398 | I. Färber, S. Günnemann, H.-P. Kriegel, P. Kröger, E. Müller, E. Schubert, T. Seidl, A. Zimek On Using Class-Labels in Evaluation of Clusterings In MultiClust: 1st International Workshop on Discovering, Summarizing and Using Multiple Clusterings Held in Conjunction with KDD 2010, Washington, DC, 2010. |
397 | H.-P. Kriegel, A. Zimek Subspace Clustering, Ensemble Clustering, Alternative Clustering, Multiview Clustering: What Can We Learn From Each Other? In MultiClust: 1st International Workshop on Discovering, Summarizing and Using Multiple Clusterings Held in Conjunction with KDD 2010, Washington, DC, 2010. |
396 | H.-P. Kriegel, P. Kröger, E. Ntoutsi, A. Zimek Towards subspace clustering on dynamic data: an incremental version of PreDeCon In StreamKDD'10 - 1st International Workshop on Novel Data Stream Pattern Mining Techniques Held in Conjunction with KDD 2010, Washington, DC: 31–38, 2010. |
395 | H.-P. Kriegel, P. Kröger, A. Zimek Outlier Detection Techniques Tutorial at the 16th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Washington, DC, 2010. |
394 | H.-P. Kriegel, P. Kröger, A. Zimek Outlier Detection Techniques Tutorial at the 10th SIAM International Conference on Data Mining (SDM), Columbus, OH, 2010. |
2009 | |
393 | H.-P. Kriegel, P. Kröger, A. Zimek Clustering High Dimensional Data: A Survey on Subspace Clustering, Pattern-based Clustering, and Correlation Clustering ACM Transactions on Knowledge Discovery from Data (TKDD), 3(1): 1–58, 2009. |
392 | A. Zimek Correlation Clustering ACM SIGKDD Explorations, 11(1): 53–54, 2009. |
391 | G. Moise, A. Zimek, P. Kröger, H.-P. Kriegel, J. Sander Subspace and Projected Clustering: Experimental Evaluation and Analysis Knowledge and Information Systems (KAIS), 21(3): 299–326, 2009. |
390 | J. Aßfalg, J. Gong, H.-P. Kriegel, A. Pryakhin, T. Wei, A. Zimek Supervised Ensembles of Prediction Methods for Subcellular Localization Journal of Bioinformatics and Computational Biology, 7(2): 269–285, 2009. |
389 | H.-P. Kriegel, M. Schubert KDD Pipeline In L. Liu, M. T. Özsu (ed.): Encyclopedia of Database Systems, Springer: 1586–1587, 2009. |
388 | P. Kröger, M. Renz Multi-Step Query Processing In L. Liu, M. T. Özsu (ed.): Encyclopedia of Database Systems, Springer: 1858–1862, 2009. |
387 | P. Kröger, A. Zimek Subspace Clustering Techniques In L. Liu, M. T. Özsu (ed.): Encyclopedia of Database Systems, Springer: 2873–2875, 2009. |
386 | H.-P. Kriegel, T. Bernecker, M. Renz, A. Züfle Probabilistic Join Queries in Uncertain Databases (A Survey of Join Methods for uncertain data) In C. C. Aggarwal (ed.): Managing and Mining Uncertain Data, Springer: 257–298, 2009. |
385 | T. Emrich, H.-P. Kriegel, P. Kröger, M. Renz, A. Züfle Incremental Reverse Nearest Neighbor Ranking in Vector Spaces In Proceedings of the 11th International Symposium on Spatial and Temporal Databases (SSTD), Aalborg, Denmark: 265–282, 2009. |
384 | E. Achtert, T. Bernecker, H.-P. Kriegel, E. Schubert, A. Zimek ELKI in Time: ELKI 0.2 for the Performance Evaluation of Distance Measures for Time Series In Proceedings of the 11th International Symposium on Spatial and Temporal Databases (SSTD), Aalborg, Denmark: 436–440, 2009. |
383 | E. Achtert, H.-P. Kriegel, P. Kröger, M. Renz, A. Züfle Reverse k-nearest neighbor search in dynamic and general metric databases In Proceedings of the 12th International Conference on Extending Database Technology (EDBT), Saint-Petersburg, Russia: 886–897, 2009. |
382 | T. Bernecker, H.-P. Kriegel, M. Renz, A. Züfle Hot Item Detection in Uncertain Data In Proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Bangkok, Thailand: 673–680, 2009. |
381 | H.-P. Kriegel, P. Kröger, E. Schubert, A. Zimek Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data In Proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Bangkok, Thailand: 831–838, 2009. |
380 | J. Aßfalg, T. Bernecker, H.-P. Kriegel, P. Kröger, M. Renz Periodic Pattern Analysis in Time Series Databases In Proceedings of the 14th International Conference on Database Systems for Advanced Applications (DASFAA), Brisbane, Australia: 354–368, 2009. |
379 | H.-P. Kriegel, P. Kröger, M. Renz Techniques for Efficiently Searching in Spatial, Temporal, Spatio-temporal, and Multimedia Databases In Proceedings of the 14th International Conference on Database Systems for Advanced Applications (DASFAA), Brisbane, Australia: 780–783, 2009. |
378 | T. Bernecker, H.-P. Kriegel, M. Renz, F. Verhein, A. Züfle Probabilistic Frequent Itemset Mining in Uncertain Databases In Proceedings of the 15th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Paris, France: 119–128, 2009. |
377 | T. Emrich, H.-P. Kriegel, P. Kröger, M. Renz, A. Züfle Constrained Reverse Nearest Neighbor Search on Mobile Objects In Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), Seattle, WA: 197–206, 2009. |
376 | H.-P. Kriegel, P. Kröger, E. Schubert, A. Zimek LoOP: Local Outlier Probabilities In Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM), Hong Kong, China: 1649–1652, 2009. |
375 | H.-P. Kriegel, P. Kröger, H. Obermaier, J. Peters, M. Renz, C. H. van der Meijden OSSOBOOK: database and knowledgemanagement techniques for archaeozoology In Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM), Hong Kong, China: 2091–2092, 2009. |
374 | J. Aßfalg, H.-P. Kriegel, P. Kröger, M. Renz Probabilistic Similarity Search for Uncertain Time Series In Proceedings of the 21st International Conference on Scientific and Statistical Database Management (SSDBM), New Orleans, LA: 435–443, 2009. |
373 | H.-P. Kriegel, P. Kröger, M. Renz, A. Züfle, A. Katzdobler Reverse k-Nearest Neighbor Search based on Aggregate Point Access Methods In Proceedings of the 21st International Conference on Scientific and Statistical Database Management (SSDBM), New Orleans, LA: 444–460, 2009. |
372 | H.-P. Kriegel, P. Kröger, M. Renz, A. Züfle, A. Katzdobler Incremental Reverse Nearest Neighbor Ranking In Proceedings of the 25th International Conference on Data Engineering (ICDE), Shanghai, China: 1560–1567, 2009. |
371 | T. Bernecker, H.-P. Kriegel, M. Renz, A. Züfle Probabilistic Ranking in Uncertain Vector Spaces In Proceedings of the 2nd International Workshop on Managing Data Quality in Collaborative Information Systems (MCIS), Brisbane, Australia: 122–136, 2009. |
370 | M. Bundschus, S. P. Yu, V. Tresp, A. Rettinger, M. Dejori, H.-P. Kriegel Hierarchical Bayesian Models for Collaborative Tagging Systems In Proceedings of the 9th IEEE International Conference on Data Mining (ICDM), Miami, FL: 728–733, 2009. |
369 | M. Thoma, H. Cheng, A. Gretton, J. Han, H.-P. Kriegel, A. Smola, L. Song, P. S. Yu, X. Yan, K. M. Borgwardt Near-optimal supervised feature selection among frequent subgraphs In Proceedings of the 9th SIAM International Conference on Data Mining (SDM), Sparks, NV: 1075–1087, 2009. |
368 | Y. Huang, V. Tresp, H.-P. Kriegel Multivariate Prediction for Learning in Relational Graphs In Proceedings of the Workshop on Analyzing Networks and Learning with Graphs at the 23rd Annual Conference on Neural Information Processing Systems (NIPS), Whistler, Canada, 2009. |
367 | H.-P. Kriegel, P. Kröger, A. Zimek Outlier Detection Techniques Tutorial at the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Bangkok, Thailand, 2009. |
2008 | |
366 | H.-P. Kriegel, P. Kröger, A. Zimek Detecting clusters in moderate-to-high dimensional data: subspace clustering, pattern-based clustering, and correlation clustering Proceedings of the VLDB Endowment, 1(2): 1528–1529, 2008. |
365 | M. Bundschus, M. Dejori, M. Stetter, V. Tresp, H.-P. Kriegel Extraction of semantic biomedical relations from text using conditional random fields BMC Bioinformatics, 9, 2008. |
364 | E. Achtert, C. Böhm, J. David, P. Kröger, A. Zimek Global Correlation Clustering Based on the Hough Transform Statistical Analysis and Data Mining, 1(3): 111–127, 2008. |
363 | D. A. Keim, B. Bustos, S. Berchtold, H.-P. Kriegel Indexing, X-Tree In: Encyclopedia of GIS, Springer: 543–547, 2008. |
362 | H.-P. Kriegel, P. Kunath, M. Renz R*-Tree In: Encyclopedia of GIS, Springer: 987–992, 2008. |
361 | H.-P. Kriegel, P. Kröger, A. Pryakhin, M. Renz Analysis of Time Series Using Compact Model-Based Descriptions In Proceedings of the 13th International Conference on Database Systems for Advanced Applications (DASFAA), New Delhi, India: 698–701, 2008. |
360 | H.-P. Kriegel, P. Kröger, A. Pryakhin, M. Renz, A. Zherdin Approximate Clustering of Time Series using Compact Model-based Descriptions In Proceedings of the 13th International Conference on Database Systems for Advanced Applications (DASFAA), New Delhi, India: 364–379, 2008. |
359 | J. Aßfalg, M. Kats, H.-P. Kriegel, P. Kunath, A. Pryakhin Index-Supported Similarity Search Using Multiple Representations In Proceedings of the 13th International Conference on Database Systems for Advanced Applications (DASFAA), New Delhi, India: 504–511, 2008. |
358 | H.-P. Kriegel, M. Schubert, A. Zimek Angle-Based Outlier Detection in High-dimensional Data In Proceedings of the 14th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Las Vegas, NV: 444–452, 2008. |
357 | H.-P. Kriegel, P. Kunath, A. Pryakhin, M. Schubert Distribution-Based Similarity for Multi-Represented Multimedia Objects In Proceedings of the 14th IEEE International MultiMedia Modeling Conference (MMM), Kyoto, Japan: 155–164, 2008. |
356 | J. Aßfalg, H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin, M. Renz Similarity Search in Multimedia Time Series Data using Amplitude-Level Features In Proceedings of the 14th IEEE International MultiMedia Modeling Conference (MMM), Kyoto, Japan: 123–133, 2008. |
355 | H.-P. Kriegel, P. Kröger, M. Renz Continuous Proximity Monitoring in Road Networks In Proceedings of the 16th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS), Irvine, CA: 12, 2008. |
354 | H.-P. Kriegel, P. Kröger, E. Schubert, A. Zimek A General Framework for Increasing the Robustness of PCA-based Correlation Clustering Algorithms In Proceedings of the 20th International Conference on Scientific and Statistical Database Management (SSDBM), Hong Kong, China: 418–435, 2008. |
353 | H.-P. Kriegel, P. Kröger, M. Renz, T. Schmidt Hierarchical Graph Embedding for Efficient Query Processing in Very Large Traffic Networks In Proceedings of the 20th International Conference on Scientific and Statistical Database Management (SSDBM), Hong Kong, China: 150–167, 2008. |
352 | E. Achtert, H.-P. Kriegel, A. Zimek ELKI: A Software System for Evaluation of Subspace Clustering Algorithms In Proceedings of the 20th International Conference on Scientific and Statistical Database Management (SSDBM), Hong Kong, China: 580–585, 2008. |
351 | T. Bernecker, H.-P. Kriegel, M. Renz ProUD: Probabilistic Ranking in Uncertain Databases In Proceedings of the 20th International Conference on Scientific and Statistical Database Management (SSDBM), Hong Kong, China: 558–565, 2008. |
350 | H.-P. Kriegel, P. Kröger, P. Kunath, M. Renz, T. Schmidt Efficient Query Processing in Large Traffic Networks In Proceedings of the 24th International Conference on Data Engineering (ICDE), Cancun, Mexico: 1451–1453, 2008. |
349 | H.-P. Kriegel, P. Kunath, A. Pryakhin, M. Schubert MUSE: Multi-Represented Similarity Estimation In Proceedings of the 24th International Conference on Data Engineering (ICDE), Cancun, Mexico: 1340–1342, 2008. |
348 | J. Aßfalg, H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin, M. Renz T-Time: Threshold-Based Data Mining on Time Series In Proceedings of the 24th International Conference on Data Engineering (ICDE), Cancun, Mexico: 1620–1623, 2008. |
347 | J. Aßfalg, J. Gong, H.-P. Kriegel, A. Pryakhin, T. Wei, A. Zimek Supervised Ensembles of Prediction Methods for Subcellular Localization In Proceedings of the 6th Annual Asia Pacific Bioinformatics Conference (APBC), Kyoto, Japan: 29–38, 2008. |
346 | K. M. Borgwardt, X. Yan, M. Thoma, H. Cheng, A. Gretton, L. Song, A. Smola, J. Han, P. S. Yu, H.-P. Kriegel Combining near-optimal feature selection with gSpan In Proceedings of the 6th International Workshop on Mining and Learning with Graphs (MLG), Helsinki, Finland, 2008. |
345 | C. Hübler, H.-P. Kriegel, K. M. Borgwardt, Z. Ghahramani Metropolis Algorithms for Representative Subgraph Sampling In Proceedings of the 8th IEEE International Conference on Data Mining (ICDM), Pisa, Italy: 283–292, 2008. |
344 | E. Achtert, C. Böhm, J. David, P. Kröger, A. Zimek Robust Clustering in Arbitrarily Oriented Subspaces In Proceedings of the 8th SIAM International Conference on Data Mining (SDM), Atlanta, GA: 763–774, 2008. |
343 | H.-P. Kriegel, M. Renz, M. Schubert, A. Züfle Statistical Density Prediction in Traffic Networks In Proceedings of the 8th SIAM International Conference on Data Mining (SDM), Atlanta, GA: 692–703, 2008. |
342 | H.-P. Kriegel, P. Kröger, A. Zimek Detecting Clusters in Moderate-to-High Dimensional Data: Subspace Clustering, Pattern-based Clustering, and Correlation Clustering Tutorial at the 14th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Las Vegas, NV, 2008. |
341 | H.-P. Kriegel, P. Kröger, A. Zimek Detecting Clusters in Moderate-to-High Dimensional Data: Subspace Clustering, Pattern-based Clustering, and Correlation Clustering Tutorial at the 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Osaka, Japan, 2008. |
340 | H.-P. Kriegel, P. Kröger, A. Zimek Detecting Clusters in Moderate-to-High Dimensional Data: Subspace Clustering, Pattern-based Clustering, and Correlation Clustering Tutorial at the 34nd International Conference on Very Large Data Bases (VLDB), Auckland, New Zealand, 2008. |
2007 | |
339 | E. Achtert, C. Böhm, P. Kröger, P. Kunath, A. Pryakhin, M. Renz Efficient Reverse k-Nearest Neighbor Estimation (extended version) Informatik - Forschung und Entwicklung, 21(3-4): 179–195, 2007. |
338 | H.-P. Kriegel, K. M. Borgwardt, P. Kröger, A. Pryakhin, M. Schubert, A. Zimek Future Trends in Data Mining Data Mining and Knowledge Discovery, 15(1): 87–97, 2007. |
337 | S. Brecheisen, H.-P. Kriegel, P. Kröger, M. Pfeifle, M. Schubert, A. Zimek Density-Based Data Analysis and Similarity Search In V. A. Petrushin, L. Khan (ed.): Multimedia Data Mining and Knowledge Discovery, Springer: 94–115, 2007. |
336 | H.-P. Kriegel, P. Kröger, P. Kunath, M. Renz Generalizing the Optimality of Multi-step k-Nearest Neighbor Query Processing In Proceedings of the 10th International Symposium on Spatial and Temporal Databases (SSTD), Boston, MA: 75–92, 2007. |
335 | C. Böhm, P. Kunath, A. Pryakhin, M. Schubert Querying Objects modeled by Arbitrary Probability Distributions In Proceedings of the 10th International Symposium on Spatial and Temporal Databases (SSTD), Boston, MA: 294–311, 2007. |
334 | J. Aßfalg, H.-P. Kriegel, A. Pryakhin, M. Schubert Multi-Represented Classification based on Confidence Estimation In Proceedings of the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Nanjing, China: 23–34, 2007. |
333 | C. Böhm, P. Kunath, A. Pryakhin, M. Schubert Effective and Efficient Indexing for Large Video Databases In Proceedings of the 12th GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), Aachen, Germany: 132–151, 2007. |
332 | E. Achtert, C. Böhm, P. Kröger, P. Kunath, A. Pryakhin, M. Renz Efficient Reverse k-Nearest Neighbor Estimation In Proceedings of the 12th GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), Aachen, Germany: 344–363, 2007. |
331 | E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger, I. Müller-Gorman, A. Zimek Detection and Visualization of Subspace Cluster Hierarchies In Proceedings of the 12th International Conference on Database Systems for Advanced Applications (DASFAA), Bangkok, Thailand: 152–163, 2007. |
330 | J. Aßfalg, H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin, M. Renz Interval-focused Similarity Search in Time Series Databases In Proceedings of the 12th International Conference on Database Systems for Advanced Applications (DASFAA), Bangkok, Thailand: 586–597, 2007. |
329 | H.-P. Kriegel, P. Kunath, M. Renz Probabilistic Nearest-Neighbor Query on Uncertain Objects In Proceedings of the 12th International Conference on Database Systems for Advanced Applications (DASFAA), Bangkok, Thailand: 337–348, 2007. |
328 | O. Hilliges, P. Kunath, A. Pryakhin, A. Butz, H.-P. Kriegel Browsing and Sorting Digital Pictures using Automatic Image Classification and Quality Analysis In Proceedings of the 12th International Conference on Human-Computer Interaction (HCII), Beijing, China: 882–891, 2007. |
327 | K. M. Borgwardt, H.-P. Kriegel, S.~V.~N. Vishwanathan, N. Schraudolph Graph kernels for disease outcome prediction from protein-protein interaction networks In Proceedings of the 12th Pacific Symposium on Biocomputing (PSB), Maui, HI: 4–15, 2007. |
326 | H.-P. Kriegel, P. Kröger, P. Kunath, M. Renz, T. Schmidt Proximity Queries in Large Traffic Networks In Proceedings of the 15th ACM International Symposium on Advances in Geographic Information Systems (ACM GIS), Seattle, WA: 21, 2007. |
325 | H. Gao, R. Sollacher, H.-P. Kriegel Spiral Recurrent Neural Network for Online Learning In Proceedings of the 15th European Symposium on Artificial Neural Networks (ESANN), Bruges, Belgium: 483–488, 2007. |
324 | E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger, A. Zimek On Exploring Complex Relationships of Correlation Clusters In Proceedings of the 19th International Conference on Scientific and Statistical Database Management (SSDBM), Banff, Canada: 7–16, 2007. |
323 | C. Böhm, M. Gruber, P. Kunath, A. Pryakhin, M. Schubert ProVeR: Probabilistic Video Retrieval Using the Gauss-Tree In Proceedings of the 23rd International Conference on Data Engineering (ICDE), Istanbul, Turkey: 1521–1522, 2007. |
322 | K. M. Borgwardt, T. Petri, S. V. N. Vishwanathan, H.-P. Kriegel An Efficient Sampling Scheme for Comparison of Large Graphs In Proceedings of the 5th International Workshop on Mining and Learning with Graphs (MLG), Firenze, Italy, 2007. |
321 | Z. Xu, V. Tresp, S. Yu, K. Yu, H.-P. Kriegel Fast Inference in Infinite Hidden Relational Models In Proceedings of the 5th International Workshop on Mining and Learning with Graphs (MLG), Firenze, Italy, 2007. |
320 | E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger, A. Zimek Robust, Complete, and Efficient Correlation Clustering In Proceedings of the 7th SIAM International Conference on Data Mining (SDM), Minneapolis, MN: 413–418, 2007. |
319 | H.-P. Kriegel, P. Kröger, A. Zimek Detecting Clusters in Moderate-to-High Dimensional Data: Subspace Clustering, Pattern-based Clustering, and Correlation Clustering Tutorial at the 7th International Conference on Data Mining (ICDM), Omaha, NE, 2007. |
2006 | |
318 | K. Kailing, H.-P. Kriegel, M. Pfeifle, S. Schönauer Extending Metric Index Structures for Efficient Range Query Processing Knowledge and Information Systems (KAIS), 10(2): 211–227, 2006. |
317 | S. V. Vishwanathan, K. M. Borgwardt, O. Guttman, A. J. Smola Kernel Extrapolation Neurocomputing, 6(7–9): 721–729, 2006. |
316 | E. Achtert, C. Böhm, S. Brecheisen, H.-P. Kriegel, P. Kunath, A. Pryakhin, M. Renz, M. Schubert Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken Datenbank-Spektrum, 6(19): 32–39, 2006. |
315 | S. Yu, K. Yu, V. Tresp, H.-P. Kriegel Multi-Output Regularized Feature Projection IEEE Transactions on Knowledge and Data Engineering, 18(12): 1600–1613, 2006. |
314 | S. Brecheisen, H.-P. Kriegel, M. Pfeifle Multi-Step Density-Based Clustering Knowledge and Information Systems (KAIS), 9(3): 284–308, 2006. |
313 | H.-P. Kriegel, P. Kröger, M. Pfeifle, S. Brecheisen, M. Pötke, M. Schubert, T. Seidl Similarity Search for Voxelized CAD Objects In Z. Ma (ed.): Database Modeling for Industrial Data Management: Emerging Technologies and Applications, Idea Group Inc.: 115–147, 2006. |
312 | E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger, I. Müller-Gorman, A. Zimek Finding Hierarchies of Subspace Clusters In Proceedings of the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Berlin, Germany: 446–453, 2006. |
311 | J. Aßfalg, H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin, M. Renz Similarity Search on Time Series based on Threshold Queries In Proceedings of the 10th International Conference on Extending Database Technology (EDBT), Munich, Germany: 276–294, 2006. |
310 | S. Brecheisen, H.-P. Kriegel, P. Kunath, A. Pryakhin, F. Vorberger MUSCLE: Music Classification Engine with User Feedback In Proceedings of the 10th International Conference on Extending Database Technology (EDBT), Munich, Germany: 1164–1167, 2006. |
309 | J. Aßfalg, H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin, M. Renz TQuEST: Threshold Query Execution for Large Sets of Time Series In Proceedings of the 10th International Conference on Extending Database Technology (EDBT), Munich, Germany: 1147–1150, 2006. |
308 | S. Brecheisen, M. Gruber, H.-P. Kriegel, M. Schubert VICO: Visualizing Connected Objects Orderings In Proceedings of the 10th International Conference on Extending Database Technology (EDBT), Munich, Germany: 1151–1154, 2006. |
307 | H.-P Kriegel, A. Pryakhin, M. Schubert An EM-Approach for Clustering Multi-Instance Objects In Proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore: 139–148, 2006. |
306 | E. Achtert, H.-P. Kriegel, A. Pryakhin, M. Schubert Clustering Multi-Represented Objects Using Combination Trees In Proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore: 174–178, 2006. |
305 | S. Brecheisen, H.-P. Kriegel, M. Pfeifle Parallel Density-Based Clustering of Complex Objects In Proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore: 179–188, 2006. |
304 | E. Achtert, C. Böhm, P. Kröger DeLiClu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking In Proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore: 119–128, 2006. |
303 | H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz Probabilistic Similarity Join on Uncertain Data In Proceedings of the 11th International Conference on Database Systems for Advanced Applications (DASFAA), Singapore: 295–309, 2006. |
302 | K. M. Borgwardt, S. V. N. Vishwanathan, H.-P. Kriegel Class prediction from time series gene expression profiles using dynamical systems kernels In Proceedings of the 11th Pacific Symposium on Biocomputing (PSB), Maui, HI: 547–558, 2006. |
301 | E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger, A. Zimek Deriving Quantitative Models for Correlation Clusters In Proceedings of the 12th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Philadelphia, PA: 4–13, 2006. |
300 | S. Yu, K. Yu, V Tresp, H.-P. Kriegel, M. Wu Supervised Probabilistic Principal Component Analysis In Proceedings of the 12th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Philadelphia, PA: 464–473, 2006. |
299 | H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin Effective Similarity Search in Multimedia Databases using Multiple Representations In Proceedings of the 12th IEEE International MultiMedia Modeling Conference (MMM), Beijing, China: 389–392, 2006. |
298 | K. M. Borgwardt, A. Gretton, M. Rasch, H.-P. Kriegel, B. Schölkopf, A. J. Smola Integrating structured biological data by Kernel Maximum Mean Discrepancy In Proceedings of the 14th International Conference on Intelligent Systems for Molecular Biology (ISMB), Fortaleza, Brazil: 49–57, 2006. |
297 | E. Achtert, C. Böhm, P. Kröger, P. Kunath, A. Pryakhin, M. Renz Approximate Reverse k-Nearest Neighbor Queries in General Metric Spaces In Proceedings of the 15th ACM Conference on Information and Knowledge Management (CIKM), Arlington, VA: 788–789, 2006. |
296 | J. Aßfalg, K. M. Borgwardt, H.-P. Kriegel 3DString: A Feature String Kernel for 3D Object Classification on Voxelized Data In Proceedings of the 15th ACM Conference on Information and Knowledge Management (CIKM), Arlington, VA: 198–207, 2006. |
295 | S. Yu, K. Yu, V. Tresp, H.-P. Kriegel Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures In Proceedings of the 17th European Conference on Machine Learning (ECML), Berlin, Germany: 841–848, 2006. |
294 | H.-P. Kriegel, P. Kröger, M. Schubert, Z. Zhu Efficient Query Processing in Arbitrary Subspaces Using Vector Approximations In Proceedings of the 18th International Conference on Scientific and Statistical Database Management (SSDBM), Vienna, Austria: 184–190, 2006. |
293 | E. Achtert, C. Böhm, P. Kröger, A. Zimek Mining Hierarchies of Correlation Clusters In Proceedings of the 18th International Conference on Scientific and Statistical Database Management (SSDBM), Vienna, Austria: 119–128, 2006. |
292 | C. Böhm, A. Pryakhin, M. Schubert Probabilistic Ranking Queries on Gaussians In Proceedings of the 18th International Conference on Scientific and Statistical Database Management (SSDBM), Vienna, Austria: 169–178, 2006. |
291 | J. Aßfalg, H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin, M. Renz Time Series Analysis Using the Concept of Adaptable Threshold Similarity In Proceedings of the 18th International Conference on Scientific and Statistical Database Management (SSDBM), Vienna, Austria: 251–260, 2006. |
290 | A. Gretton, K. M. Borgwardt, M. Rasch, B. Schölkopf, A. Smola A Kernel Method for the Two-Sample-Problem In Proceedings of the 20th Annual Conference on Neural Information Processing Systems (NIPS), Vancouver, BC: 513–520, 2006. |
289 | J. Huang, A. Smola, A. Gretton, K. M. Borgwardt, B. Schölkopf Correcting Sample Selection Bias by Unlabeled Data In Proceedings of the 20th Annual Conference on Neural Information Processing Systems (NIPS), Vancouver, BC: 601–608, 2006. |
288 | S. V. N. Vishwanathan, K. M. Borgwardt, N. Schraudolph Fast Computation of Graph Kernels In Proceedings of the 20th Annual Conference on Neural Information Processing Systems (NIPS), Vancouver, BC: 1449–1456, 2006. |
287 | C. Böhm, A. Pryakhin, M. Schubert The Gauss-Tree: Efficient Object Identification of Probabilistic Feature Vectors In Proceedings of the 22nd International Conference on Data Engineering (ICDE), Atlanta, GA: 9, 2006. |
286 | J. Aßfalg, H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin, M. Renz Threshold Similarity Queries in Large Time Series Databases In Proceedings of the 22nd International Conference on Data Engineering (ICDE), Atlanta, GA: 149, 2006. |
285 | H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz ViEWNet: Visual Exploration of Region-Wide Traffic Networks In Proceedings of the 22nd International Conference on Data Engineering (ICDE), Atlanta, GA: 166, 2006. |
284 | Z. Xu, V. Tresp, K. Yu, H.-P. Kriegel Infinite Hidden Relational Models In Proceedings of the 22nd International Conference on Uncertainty in Artificial Intelligence (UAI), Cambridge, MA, 2006. |
283 | S. Yu, K. Yu, V. Tresp, H.-P. Kriegel Collaborative Ordinal Regression In Proceedings of the 23rd International Conference on Machine Learning (ICML), Pittsburgh, PA: 1089–1096, 2006. |
282 | J. Aßfalg, H.-P. Kriegel, P. Kröger, P. Kunath, A. Pryakhin, M. Renz Semi-supervised Threshold Queries on Pharmacogenomics Time Series In Proceedings of the 4th Annual Asia Pacific Bioinformatics Conference (APBC), Taipei, Taiwan: 307–316, 2006. |
281 | K. M. Borgwardt, H.-P. Kriegel, P. Wackersreuther Pattern Mining in Frequent Dynamic Subgraphs In Proceedings of the 6th IEEE International Conference on Data Mining (ICDM), Hong Kong, China: 818–822, 2006. |
280 | H.-P. Kriegel, A. Pryakhin, M. Schubert, A. Zimek COSMIC: Conceptually Specified Multi-Instance Clusters In Proceedings of the 6th IEEE International Conference on Data Mining (ICDM), Hong Kong, China: 917–921, 2006. |
279 | H.-P. Kriegel, M. Schubert Advanced Prototype Machines: Exploring Prototypes for Classification In Proceedings of the 6th SIAM International Conference on Data Mining (SDM), Bethesda, MD: 176–188, 2006. |
278 | E. Achtert, C. Böhm, P. Kröger, P. Kunath, A. Pryakhin, M. Renz Efficient Reverse k-Nearest Neighbor Search in Arbitrary Metric Spaces In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Chicago, IL: 515–526, 2006. |
277 | K. M. Borgwardt, S. Boettger, H.-P. Kriegel VGM: Visual Graph Mining In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Chicago, IL: 733–735, 2006. |
276 | S. Brecheisen, H.-P. Kriegel, P. Kunath, A. Pryakhin Hierarchical Genre Classification for Large Music Collections In Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), Toronto, ON, Canada: 1385–1388, 2006. |
275 | Z. Xu, V. Tresp, K. Yu, H.-P. Kriegel Learning Infinite Hidden Relational Models In Proceedings of the Workshop on Statistical Relational Learning (SRL) at the 23rd International Conference on Machine Learning (ICML), Pittsburgh, PA, 2006. |
2005 | |
274 | K. M. Borgwardt, C. S. Ong, S. Schönauer, S. V. N. Vishwanathan, A. J. Smola, H.-P. Kriegel Protein function prediction via graph kernels Bioinformatics, 21(Suppl 1): i47–i56, 2005. |
273 | H.-P. Kriegel, M. Pfeifle, M. Pötke, T. Seidl, J. Enderle Object-Relational Spatial Indexing In Y. Manolopoulos, A. Papadopoulos, M. Vassilakopoulos (ed.): Spatial Databases: Technologies, Techniques and Trends, Idea Group Inc.: 49–80, 2005. |
272 | R. Ramakrishnan, R. Agrawal, J.Ch. Freytag, T. Bollinger, C. W. Clifton, S. Dzeroski, J. Hipp, D. Keim, St. Kramer, H.-P. Kriegel, U. Leser, B. Liu, H. Mannila, R. Meo, S. Morishita, R. Ng, J. Pei, P. Raghavan, M. Spiliopoulou, J. Srivastava, V. Torra Data Mining: The Next Generation In Perspectives Workshop: Data Mining: The Next Generation, 2005. |
271 | H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz Distributed Intersection Join of Complex Interval Sequences In Proceedings of the 10th International Conference on Database Systems for Advanced Applications (DASFAA), Beijing, China: 748–760, 2005. |
270 | H.-P. Kriegel, A. Pryakhin, M. Schubert Multi-represented kNN-Classification for Large Class Sets In Proceedings of the 10th International Conference on Database Systems for Advanced Applications (DASFAA), Beijing, China: 511–522, 2005. |
269 | H.-P. Kriegel, M. Pfeifle Density-based clustering of uncertain data In Proceedings of the 11th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Chicago, IL: 672–677, 2005. |
268 | S. Brecheisen, H.-P. Kriegel, M. Pfeifle Efficient Similarity Search on Vector Sets In Proceedings of the 11th GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), Karlsruhe, Germany: 425–443, 2005. |
267 | H.-P. Kriegel, M. Pfeifle Measuring the Quality of Approximated Clusterings In Proceedings of the 11th GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), Karlsruhe, Germany: 415–424, 2005. |
266 | H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz Database Support for Haptic Exploration in Very Large Virtual Environments In Proceedings of the 11th IEEE International MultiMedia Modeling Conference (MMM), Melbourne, Australia: 352–357, 2005. |
265 | K. M. Borgwardt, O. Guttman, S. V. N. Vishwanathan, A. J. Smola Joint Regularization In Proceedings of the 13th European Symposium on Artificial Neural Networks (ESANN), Bruges, Belgium: 455–460, 2005. |
264 | K. M. Borgwardt, C. S. Ong, S. Schönauer, S. V. N. Vishwanathan, A. J. Smola, H.-P. Kriegel Protein Function Prediction via Graph Kernels In Proceedings of the 13th International Conference on Intelligent Systems for Molecular Biology (ISMB), Detroit, MI: 47–56, 2005. |
263 | H.-P. Kriegel, M. Pfeifle Efficient and effective server-sided distributed clustering In Proceedings of the 14th ACM Conference on Information and Knowledge Management (CIKM), Bremen, Germany: 339–340, 2005. |
262 | H.-P. Kriegel, M. Pfeifle Clustering Moving Objects via Medoid Clusterings In Proceedings of the 17th International Conference on Scientific and Statistical Database Management (SSDBM), Santa Barbara, CA: 153–162, 2005. |
261 | H.-P. Kriegel, M. Pfeifle Fuzzy Decomposition of Spatially Extended Objects In Proceedings of the 17th International Conference on Scientific and Statistical Database Management (SSDBM), Santa Barbara, CA: 293–296, 2005. |
260 | Z. Xu, V. Tresp, K. Yu, S. Yu, H.-P. Kriegel Dirichlet Enhanced Relational Learning In Proceedings of the 22nd International Conference on Machine Learning (ICML), Bonn, Germany: 1004–1011, 2005. |
259 | H.-P. Kriegel, P. Kröger, M. Renz, S. Wurst A Generic Framework for Efficient Subspace Clustering of High-Dimensional Data In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 250–257, 2005. |
258 | H.-P. Kriegel, P. Kröger, A. Pryakhin, M. Schubert Effective and Efficient Distributed Model-based Clustering In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 258–265, 2005. |
257 | H.-P. Kriegel, M. Pfeifle Hierarchical Density-Based Clustering of Uncertain Data In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 689–692, 2005. |
256 | Y. Huang, K. Yu, M. Schubert, S. Yu, H.-P. Kriegel Hierarchy-Regularized Latent Semantic Indexing In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 178–185, 2005. |
255 | E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger Online Hierarchical Clustering in a Data Warehouse Environment In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 10–17, 2005. |
254 | K. M. Borgwardt, H.-P. Kriegel Shortest-Path Kernels on Graphs In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 74–81, 2005. |
253 | H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz Efficient Join Processing for Complex Rasterized Objects In Proceedings of the 7th International Conference on Enterprise Information Systems (ICEIS), Miami, FL: 20–30, 2005. |
252 | S. Yu, K. Yu, V. Tresp, H.-P. Kriegel A Probabilistic Clustering-Projection Model for Discrete Data In Proceedings of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Porto, Portugal: 417–428, 2005. |
251 | J. Aßfalg, H.-P. Kriegel, P. Kröger, M. Pötke Accurate and Efficient Similarity Search on 3D Objects Using Point Sampling, Redundancy, and Proportionality In Proceedings of the 9th International Symposium on Spatial and Temporal Databases (SSTD), Angra dos Reis, Brazil: 200–217, 2005. |
250 | C. Böhm, H.-P. Kriegel, P. Kröger, P. Linhart Selectivity Estimation of High Dimensional Window Queries Via Clustering In Proceedings of the 9th International Symposium on Spatial and Temporal Databases (SSTD), Angra dos Reis, Brazil: 1–18, 2005. |
249 | H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz Approximated Clustering of Distributed High-Dimensional Data In Proceedings of the 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Hanoi, Vietnam: 432–441, 2005. |
248 | K. M. Borgwardt, H.-P. Kriegel Kernel Methods for Protein Function Prediction In Proceedings of the Automated Function Prediction (AFP) at the International Conference on Intelligent Systems for Molecular Biology (ISMB), Detroit, MI, 2005. |
247 | E. Achtert, H.-P. Kriegel, A. Pryakhin, M. Schubert Hierarchical Density-Based Clustering for Multi-Represented Objects In Workshop on Mining Complex Data (MCD) on the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX: 9, 2005. |
2004 | |
246 | S. Brecheisen, H.-P. Kriegel, P. Kunath, M. Pfeifle Der virtuelle Prototyp: Datenbankunterstützung für CAD-Anwendungen Datenbank-Spektrum, 4(10): 22–29, 2004. |
245 | C. Böhm, K. Kailing, P. Kröger, H.-P. Kriegel Immer größere und komplexere Datenmengen: Herausforderungen für Clustering-Algorithmen Datenbank-Spektrum, 4(9): 11–17, 2004. |
244 | K. Yu, A. Schwaighofer, V. Tresp, X. Xu, H.-P. Kriegel Probabilistic Memory-based Collaborative Filtering IEEE Transactions on Knowledge and Data Engineering, 16(1): 56–69, 2004. |
243 | H.-P. Kriegel, M. Pfeifle, S. Schönauer Similarity Search in Biological and Engineering Databases IEEE Data Engineering Bulletin, 27(4): 37–44, 2004. |
242 | C. Böhm, F. Krebs The k-Nearest Neighbor Join: Turbo Charging the KDD Process Knowledge and Information Systems (KAIS), 6(6): 728–749, 2004. |
241 | H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz Object-Relational Management of Complex Geographical Objects In Proceedings of the 12th ACM International Workshop on Geographic Information Systems (ACM GIS), Washington, DC: 109–117, 2004. |
240 | H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz Efficient Query Processing on Relational Data-Partitioning Index Structures In Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM), Santorini Island, Greece: 119–122, 2004. |
239 | H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz Spatial Join for High-Resolution Objects In Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM), Santorini Island, Greece: 151–160, 2004. |
238 | K. Kailing, H.-P. Kriegel, S. Schönauer, T. Seidl Efficient Similarity Search in Large Databases of Tree Structured Objects In Proceedings of the 20th International Conference on Data Engineering (ICDE), Boston, MA: 835–836, 2004. |
237 | S. Brecheisen, H.-P. Kriegel, P. Kröger, M. Pfeifle, M. Pötke, M. Viermetz BOSS: Browsing OPTICS-Plots for Similarity Search In Proceedings of the 20th International Conference on Data Engineering (ICDE), Boston, MA: 858, 2004. |
236 | M. Ester, H.-P. Kriegel, M. Schubert Accurate and Efficient Crawling for Relevant Websites In Proceedings of the 30th International Conference on Very Large Data Bases (VLDB), Toronto, Canada: 396–407, 2004. |
235 | C. Böhm, K. Kailing, H.-P. Kriegel, P. Kröger Density Connected Clustering with Local Subspace Preferences In Proceedings of the 4th IEEE International Conference on Data Mining (ICDM), Brighton, UK: 27–34, 2004. |
234 | S. Brecheisen, H.-P. Kriegel, M. Pfeifle Efficient Density-Based Clustering of Complex Objects In Proceedings of the 4th IEEE International Conference on Data Mining (ICDM), Brighton, UK: 43–50, 2004. |
233 | C. Baumgartner, K. Kailing, H.-P. Kriegel, P. Kröger, C. Plant Subspace Selection for Clustering High-Dimensional Data In Proceedings of the 4th IEEE International Conference on Data Mining (ICDM), Brighton, UK: 11–18, 2004. |
232 | K. Kailing, H.-P. Kriegel, P. Kröger Density-Connected Subspace Clustering for High-Dimensional Data In Proceedings of the 4th SIAM International Conference on Data Mining (SDM), Lake Buena Vista, FL: 246–257, 2004. |
231 | H.-P. Kriegel, P. Kröger, A. Pryakhin, M. Schubert Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects In Proceedings of the 4th SIAM International Conference on Data Mining (SDM), Lake Buena Vista, FL: 102–114, 2004. |
230 | S. Brecheisen, H.-P. Kriegel, P. Kröger, M. Pfeifle Visually Mining Through Cluster Hierarchies In Proceedings of the 4th SIAM International Conference on Data Mining (SDM), Lake Buena Vista, FL: 400–412, 2004. |
229 | K. Kailing, H.-P. Kriegel, M. Pfeifle, S. Schönauer Efficient Indexing of Complex Objects for Density-based Clustering In Proceedings of the 5th International Workshop on Multimedia Data Mining (MDM/KDD), Seattle, WA: 28–37, 2004. |
228 | E. Januzaj, H.-P. Kriegel, M. Pfeifle Scalable Density-Based Distributed Clustering In Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Pisa, Italy: 231–244, 2004. |
227 | K. Kailing, H.-P. Kriegel, S. Schönauer Content-Based Image Retrieval Using Multiple Representations In Proceedings of the 8th International Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES), Wellington, New Zealand: 982–988, 2004. |
226 | K. Kailing, H.-P. Kriegel, A. Pryakhin, M. Schubert Clustering Multi-Represented Objects with Noise In Proceedings of the 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Sydney, Australia: 394–403, 2004. |
225 | H.-P. Kriegel, M. Pfeifle, M. Pötke, T. Seidl A Cost Model for Spatial Intersection Queries on RI-Tree In Proceedings of the 9th International Conference on Database Systems for Advanced Applications (DASFAA), Jeju Island, Korea: 331–338, 2004. |
224 | H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz Statistic Driven Acceleration of Object-Relational Spatial Index Structures In Proceedings of the 9th International Conference on Database Systems for Advanced Applications (DASFAA), Jeju Island, Korea: 169–183, 2004. |
223 | K. Kailing, H.-P. Kriegel, S. Schönauer, T. Seidl Efficient Similarity Search for Hierarchical Data in Large Databases In Proceedings of the 9th International Conference on Extending Database Technology (EDBT), Heraklion, Greece: 676–693, 2004. |
222 | E. Januzaj, H.-P. Kriegel, M. Pfeifle DBDC: Density Based Distributed Clustering In Proceedings of the 9th International Conference on Extending Database Technology (EDBT), Heraklion, Greece: 88–105, 2004. |
221 | C. Böhm, K. Kailing, P. Kröger, A. Zimek Computing Clusters of Correlation Connected Objects In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Paris, France: 455–466, 2004. |
220 | E. Januzaj, H.-P. Kriegel, M. Pfeifle A Quality Measure for Distributed Clustering In Proceedings of the IASTED International Conference on Databases and Applications (DBA), Innsbruck, Austria: 133–138, 2004. |
219 | H.-P. Kriegel, M. Schubert Classification of Websites as Sets of Feature Vectors In Proceedings of the IASTED International Conference on Databases and Applications (DBA), Innsbruck, Austria: 127–132, 2004. |
218 | H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz Effective Decompositioning of Complex Spatial Objects into Intervals In Proceedings of the IASTED International Conference on Databases and Applications (DBA), Innsbruck, Austria: 19–24, 2004. |
2003 | |
217 | K. Yu, X. Xu, M. Ester, H.-P. Kriegel Feature Weighting and Instance Selection for Collaborative Filtering: An Information-Theoretic Approach Knowledge and Information Systems (KAIS), 5(2): 201–224, 2003. |
216 | H.-P. Kriegel, M. Pfeifle, M. Pötke, M. Renz, T. Seidl Spatial Data Management for Virtual Product Development In R. Klein, H.-W. Six, L. Wegener (ed.): Computer Science in Perspective: Essays Dedicated to Thomas Ottmann, Springer, 2598: 216–230, 2003. |
215 | H.-P. Kriegel, M. Pfeifle, M. Pötke, T. Seidl The Paradigm of Relational Indexing: A Survey In Proceedings of the 10th GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), Leipzig, Germany: 285–304, 2003. |
214 | K. Yu, W.-Y. Ma, V. Tresp, Z. Xu, X. He, H. J. Zhang, H.-P. Kriegel Knowing a Tree from the Forest: Art Image Retrieval using a Society of Profiles In Proceedings of the 11th ACM International Conference on Multimedia (ACM MM), Berkeley, CA: 622–631, 2003. |
213 | C. Böhm, F. Krebs Supporting KDD Applications by the k-Nearest Neighbor Join In Proceedings of the 14th International Conference on Database and Expert Systems Applications (DEXA), Prague, Czech Republic: 504–516, 2003. |
212 | H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz Acceleration of Relational Index Structures Based on Statistics In Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM), Cambridge, MA: 258–261, 2003. |
211 | H.-P. Kriegel, S. Brecheisen, E. Januzaj, P. Kröger, M. Pfeifle Visual Mining of Cluster Hierarchies In Proceedings of the 3rd International Workshop on Visual Data Mining (VDM), Melbourne, FL: 151–165, 2003. |
210 | S. Brecheisen, H.-P. Kriegel, P. Kröger, M. Pfeifle, M. Viermetz Representatives for Visually Analyzing Cluster Hierarchies In Proceedings of the 4th International Workshop on Multimedia Data Mining (MDM/KDD), Washington, DC: 64–71, 2003. |
209 | H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Renz Efficient Query Processing on the Relational Quadtree In Proceedings of the 5th Brazilian Symposium on GeoInformatics (GEOINFO), Campos do Jordao, Brazil, 2003. |
208 | H.-P. Kriegel, P. Kunath, M. Pfeifle, M. Pötke, M. Renz, P.-M. Strauß Stochastic Driven Relational R-Tree In Proceedings of the 5th Brazilian Symposium on GeoInformatics (GEOINFO), Campos do Jordao, Brazil, 2003. |
207 | H.-P. Kriegel, S. Schönauer Similarity Search in Structured Data In Proceedings of the 5th International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Prague, Czech Republic: 309–319, 2003. |
206 | H.-P. Kriegel, P. Kröger, I. Gotlibovich Incremental OPTICS: Efficient Computation of Updates in a Hierarchical Cluster Ordering In Proceedings of the 5th International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Prague, Czech Republic: 224–233, 2003. |
205 | K. Kailing, H.-P. Kriegel, P. Kröger, S. Wanka Ranking Interesting Subspaces for Clustering High Dimensional Data In Proceedings of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Cavtat-Dubrovnik, Croatia: 241–252, 2003. |
204 | H.-P. Kriegel, P. Kröger, Z. Mashael, M. Pfeifle, M. Pötke, S. Seidl Effective Similarity Search on Voxelized CAD Objects In Proceedings of the 8th International Conference on Database Systems for Advanced Applications (DASFAA), Kyoto, Japan: 27–36, 2003. |
203 | H.-P. Kriegel, M. Pfeifle, M. Pötke, S. Seidl Spatial Query Processing for High Resolutions In Proceedings of the 8th International Conference on Database Systems for Advanced Applications (DASFAA), Kyoto, Japan: 17–26, 2003. |
202 | H.-P. Kriegel, S. Brecheisen, P. Kröger, M. Pfeifle, M. Schubert Using Sets of Feature Vectors for Similarity Search on Voxelized CAD Objects In Proceedings of the ACM International Conference on Management of Data (SIGMOD), San Diego, CA: 587–598, 2003. |
201 | E. Januzaj, H.-P. Kriegel, M. Pfeifle Towards Effective and Efficient Distributed Clustering In Proceedings of the International Workshop on Clustering Large Data Sets at the 3rd IEEE International Conference on Data Mining (ICDM), Melbourne, FL: 49–58, 2003. |
2002 | |
200 | C. Böhm, H.-P. Kriegel, T. Seidl Combining Approximation Techniques and Vector Quantization for Adaptable Similarity Search Journal of Intelligent Information Systems, 19(2): 207–230, 2002. |
199 | S. Conrad Schemaintegration - Integrationskonflikte, Lösungsansätze, aktuelle Herausforderungen Informatik - Forschung und Entwicklung, 17(3): 101–111, 2002. |
198 | K. Yu, X. Xu, A. Schwaighofer, H.-P. Kriegel Removing Redundancy and Inconsistency in Memory-Based Collaborative Filtering In Proceedings of the 11th ACM Conference on Information and Knowledge Management (CIKM), McLean, VA: 52–59, 2002. |
197 | H.-P. Kriegel, M. Pfeifle, M. Pötke, T. Seidl A Cost Model for Interval Intersection Queries on RI-Trees In Proceedings of the 14th International Conference on Scientific and Statistical Database Management (SSDBM), Edinburgh, Scotland: 131–141, 2002. |
196 | C. Böhm, F. Krebs High Performance Data Mining Using the Nearest Neighbor Join In Proceedings of the 2nd IEEE International Conference on Data Mining (ICDM), Maebashi City, Japan: 43–50, 2002. |
195 | K. Yu, X. Xu, J. Tao, M. Ester, H.-P. Kriegel Instance Selection Techniques for Memory-Based Collaborative Filtering In Proceedings of the 2nd SIAM International Conference on Data Mining (SDM), Arlington, VA: 59–74, 2002. |
194 | C. Böhm, F. Krebs, H.-P. Kriegel Optimal Dimension Order: A Generic Technique for the Similarity Join In Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Aix-en-Provence, France: 135–149, 2002. |
193 | C. Böhm Similarity Search and Data Mining Database Techniques Supporting Next Decade's Applications (Keynote speech) In Proceedings of the 4th International Conference on Information Integration and Web-based Applications and Services (IIWAS), Bandung, Indonesia, 2002. |
192 | M. Ester, H.-P. Kriegel, M. Schubert Web Site Mining: A new way to spot Competitors, Customers and Suppliers in the World Wide Web In Proceedings of the 8th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Edmonton, AB: 249–258, 2002. |
191 | E. Altareva Uncertain Information in Data Integration In Proceedings of the PhD Workshop at the 8th International Conference on Extending Database Technology (EDBT), Prague, Czech Republic: 111–114, 2002. |
190 | C. Böhm Powerful Database Primitives to Support High Performance Data Mining Tutorial at the 2nd International Conference on Data Mining (ICDM), Maebashi City, Japan, 2002. |
2001 | |
189 | M. Ester, H.-P. Kriegel, J. Sander Algorithms and Applications for Spatial Data Mining Geographic Data Mining and Knowledge Discoverys, 1(4): 160–187, 2001. |
188 | H. Oakasha, S. Conrad, G. Saake Consistency Management in Object-Oriented Databases Concurrency and Computation: Practice and Experience, 13(11): 955–985, 2001. |
187 | M. Ester, H.-P. Kriegel Focused Web Crawling: A Generic Framework for Specifying the User Interest and for Adaptive Crawling Strategies journal: 321–329, 2001. |
186 | B. Braunmüller, M. Ester, H.-P. Kriegel, J. Sander Multiple Similarity Queries: A Basic DBMS Operation for Mining in Metric Databases IEEE Transactions on Knowledge and Data Engineering, 13(1): 79–95, 2001. |
185 | C. Böhm, S. Berchtold, D. A. Keim Searching in High-dimensional Spaces: Index Structures for Improving the Performance of Multimedia Databases ACM Computing Surveys, 33(3): 322–373, 2001. |
184 | G. Preuner, S. Conrad, M. Schrefl View Integration of Behavior in Object-oriented Databases Data & Knowledge Engineering, 36(1): 153–183, 2001. |
183 | R. Veltkamp, H. Burkhardt, H.-P. Kriegel (eds), State-of-the-Art in Content-Based Image and Video Retrieval Kluwer Publishers, 2001. |
182 | K.-U. Sattler, O. Dunemann, I. Geist, G. Saake, S. Conrad Limiting Result Cardinalities for Multidatabase Queries Using Histograms In B. J. Read (ed.): Advances in Databases, Springer: 152–167, 2001. |
181 | T. Seidl, H.-P. Kriegel Adaptable Similarity Search in Large Image Databases In R. Veltkamp, H. Burkhardt, H.-P. Kriegel (ed.): State-of-the Art in Content-Based Image and Video Retrieval, Kluwer Publishers: 297–317, 2001. |
180 | S. Conrad, K. Turowski Temporal OCL: Meeting Specifications Demands for Business Components In K. Siau, T. Halpin (ed.): Unified Modeling Language: Systems Analysis, Design, and Development Issues, IDEA Group Publishing: 151–165, 2001. |
179 | K. Yu, X. Xu, M. Ester, H.-P. Kriegel Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering In Proceedings of the 10th ACM Conference on Information and Knowledge Management (CIKM), Atlanta, GA: 239–246, 2001. |
178 | C. Böhm, H.-P. Kriegel A Cost Model and Index Architecture for the Similarity Join In Proceedings of the 17th International Conference on Data Engineering (ICDE), Heidelberg, Germany: 411–420, 2001. |
177 | H.-P. Kriegel, A. Müller, M. Pötke, T. Seidl DIVE: Database Integration for Virtual Engineering In Proceedings of the 17th International Conference on Data Engineering (ICDE), Heidelberg, Germany: 15–16, 2001. |
176 | K. Yu, Z. Wen, X. Xu, M. Ester Feature Weighting and Instance Selection for Collaborative Filtering In Proceedings of the 2nd International Workshop on Management of Information on the Web - Web Data and Text Mining (MIW), Munich, Germany: 285–290, 2001. |
175 | C. Böhm, H.-P. Kriegel, T. Seidl Adaptable Similarity Search Using Vector Quantization In Proceedings of the 3rd International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Munich, Germany: 317–327, 2001. |
174 | C. Böhm, H.-P. Kriegel, T. Seidl Determining the Convex Hull in Large Multidimensional Databases In Proceedings of the 3rd International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Munich, Germany: 294–306, 2001. |
173 | E. Altareva, S. Conrad The Problem of Uncertainty and Database Integration In Proceedings of the 4th International Workshop on Engineering Federated Information Systems (EFIS), Berlin, Germany: 92–99, 2001. |
172 | H.-P. Kriegel, M. Pötke, T. Seidl Interval Sequences: An Object-Relational Approach to Manage Spatial Data In Proceedings of the 7th International Symposium on Spatial and Temporal Databases (SSTD), Redondo Beach, CA: 481–501, 2001. |
171 | H.-P. Kriegel, M. Pötke, T. Seidl Object-Relational Indexing for General Interval Relationships In Proceedings of the 7th International Symposium on Spatial and Temporal Databases (SSTD), Redondo Beach, CA: 522–542, 2001. |
170 | S. Berchtold, C. Böhm, D. A. Keim, F. Krebs, H.-P. Kriegel On Optimizing Nearest Neighbor Queries in High-Dimensional Data Spaces In Proceedings of the 8th International Conference on Database Theory (ICDT), London, UK: 435–449, 2001. |
169 | C. Böhm, B. Braunmüller, F. Krebs, H.-P. Kriegel Epsilon Grid Order: An Algorithm for the Similarity Join on Massive High-Dimensional Data In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Santa Barbara, CA: 379–388, 2001. |
168 | H.-P. Kriegel, A. Müller, M. Pötke, T. Seidl Spatial Data Management for Computer Aided Design In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Santa Barbara, CA: 614, 2001. |
167 | M. M. Breunig, H.-P. Kriegel, P. Kröger, J. Sander Data Bubbles: Quality Preserving Performance Boosting for Hierarchical Clustering In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Santa Barbara, CA: 79–90, 2001. |
166 | M. Renz, C. Preusche, M. Pötke, H.-P. Kriegel, G. Hirzinger Stable Haptic Interaction with Virtual Environments Using an Adapted Voxmap-PointShell Algorithm In Proceedings of the International Conference on Eurohaptics (EuroHaptics), Birmingham, UK: 149–154, 2001. |
165 | C. Böhm The Similarity Join: A Powerful Database Primitive for High Performance Data Mining Tutorial at the 17th International Conference on Data Engineering (ICDE), Heidelberg, Germany, 2001. |
164 | H. Balsters, B. de Brock, S. Conrad (eds), Database Schema Evolution and Meta-Modeling In FMLDO, 2001, Springer. |
163 | R.-D. Kutsche, S. Conrad, W. Hasselbring (eds), Proceedings of the 4th International Workshop on Engineering Federated Information Systems (EFIS), Berlin, Germany 2001, infix-Verlag. |
2000 | |
162 | C. Böhm A Cost Model for Query Processing in High-Dimensional Data Spaces ACM Transactions on Database Systems (TODS), 25(2): 129–178, 2000. |
161 | S. Berchtold, D. A. Keim, H.-P. Kriegel, T. Seidl Indexing the Solution Space: A New Technique for Nearest Neighbor Search in High-Dimensional Space IEEE Transactions on Knowledge and Data Engineering, 12(1): 45–57, 2000. |
160 | C. Böhm, S. Berchtold, H.-P. Kriegel, U. Michel Multidimensional Index Structures in Relational Databases Journal of Intelligent Information Systems, 15(1): 51–70, 2000. |
159 | M. Ester, A. Frommelt, H.-P. Kriegel, J. Sander Spatial Data Mining: Database Primitives, Algorithms and Efficient DBMS Support Data Mining and Knowledge Discovery, 4(2–3): 193–216, 2000. |
158 | M. Ester, J. Sander Knowledge Discovery in Databases: Techniken und Anwendungen Springer, ISBN: 3-540-67328-8, 2000. |
157 | S. Conrad, C. Türker, G. Saake Towards an Agent-Oriented Framework for Specification of Information Systems In: Formal Models of Agents, Springer: 57–73, 2000. |
156 | H.-P. Kriegel Datenbanktechniken zur Unterstützung des Wissenserwerbs In G. Reinmann-Rothmeier (ed.): Wissensmanagement, Oldenbourg Verlag: 47–72, 2000. |
155 | C. Böhm, H.-P. Kriegel Efficient Construction of Large High-Dimensional Indexes In Proceedings of the 16th International Conference on Data Engineering (ICDE), San Diego, CA, 2000. |
154 | B. Braunmüller, M. Ester, H.-P. Kriegel, J. Sander Efficiently Supporting Multiple Similarity Queries for Mining in Metric Databases In Proceedings of the 16th International Conference on Data Engineering (ICDE), San Diego, CA: 256–267, 2000. |
153 | S. Berchtold, C. Böhm, H. V. Jagadish, H.-P. Kriegel, J. Sander Independent Quantization: An Index Compression Technique for High-Dimensional Data Spaces In Proceedings of the 16th International Conference on Data Engineering (ICDE), San Diego, CA: 577–588, 2000. |
152 | M. Ester, J. Kohlhammer, H.-P. Kriegel The DC-tree: A Fully Dynamic Index Structure for Data Warehouses In Proceedings of the 16th International Conference on Data Engineering (ICDE), San Diego, CA: 379–388, 2000. |
151 | H.-P. Kriegel, M. Pötke, T. Seidl Managing Intervals Efficiently in Object-Relational Databases In Proceedings of the 26th International Conference on Very Large Data Bases (VLDB), Cairo, Egypt: 407–418, 2000. |
150 | S. Berchtold, C Böhm, D. A. Keim, H.-P. Kriegel, X. Xu Optimal Multidimensional Query Processing Using Tree Striping In Proceedings of the 2nd International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Greenwich, UK: 244–257, 2000. |
149 | C. Böhm, B. Braunmüller, H.-P. Kriegel The Pruning Power: Theory and Heuristics for Mining Databases with Multiple k-Nearest-Neighbor Queries In Proceedings of the 2nd International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Greenwich, UK: 372–381, 2000. |
148 | J. Fischer, S. Conrad Formalizing Timing Diagrams as Causal Dependencies for Verification Purposes In Proceedings of the 2nd International Conference on Integrated Formal Methods (IFM), Schloss Dagstuhl, Germany: 45–60, 2000. |
147 | J. Fischer, S. Conrad Representing Timing Diagrams by Causal Dependencies In Proceedings of the 30rd GI-Jahrestagung Informatik, Berlin, Germany, 2000. |
146 | K.-U. Sattler, S. Conrad, G. Saake Adding Conflict Resolution Features to a Query Language for Database Federations In Proceedings of the 3rd International Workshop on Engineering Federated Information Systems (EFIS), Dublin, Ireland: 41–52, 2000. |
145 | M. Breunig, H.-P. Kriegel, J. Sander Fast Hierarchical Clustering Based on Compressed Data and OPTICS In Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery (PKDD), Lyon, France: 232–242, 2000. |
144 | M. Ankerst, M. Ester, H.-P. Kriegel Towards an Effective Cooperation of the Computer and the User for Classification In Proceedings of the 6th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Boston, MA: 179–188, 2000. |
143 | C. Böhm, H.-P. Kriegel Dynamically Optimizing High-Dimensional Index Structures In Proceedings of the 7th International Conference on Extending Database Technology (EDBT), Konstanz, Germany: 36–50, 2000. |
142 | C. Böhm, B. Braunmüller, M. Breunig, H.-P. Kriegel High Performance Clustering Based on the Similarity Join In Proceedings of the 9th ACM Conference on Information and Knowledge Management (CIKM), Washington, DC: 298–305, 2000. |
141 | G. Saake, C. Türker, S. Conrad Evolving Objects: Conceptual Description of Adaptive Information Systems In Proceedings of the 9th International Workshop on Foundations of Models and Languages for Data and Objects: Database Schema Evolution and Meta Modeling (DEMM 2000), University of Twente, Netherlands: 163–181, 2000. |
140 | M. M. Breunig, H.-P. Kriegel, R.T. Ng, J. Sander LOF: Identifying Density-based Local Outliers In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Dallas, TX: 93–104, 2000. |
139 | C. Böhm, B. Braunmüller, H.-P. Kriegel, M. Schubert Efficient Similarity Search in Digital Libraries In Proceedings of the IEEE Advances in Digital Libraries (ADL), Washington, DC: 193–206, 2000. |
138 | S. Conrad, K. Turowski Vereinheitlichung der Spezifikation von Fachkomponenten auf der Basis eines Notationsstandards In Proceedings of the Workshop Modellierung 2000, St.~Goar, Germany: 197–194, 2000. |
137 | M. Roantree, W. Hasselbring, S. Conrad (eds), Proceedings of the 3rd International Workshop on Engineering Federated Information Systems (EFIS), Dublin, Ireland 2000. |
1999 | |
136 | X. Xu, J. Jäger, H.-P. Kriegel A Fast Parallel Clustering Algorithm for Large Spatial Databases Data Mining and Knowledge Discovery, 3(3): 263–290, 1999. |
135 | R. Backofen, F. Bry, P. Clote, H.-P. Kriegel, T. Seidl, K. Schulz Bioinformatik Informatik-Spektrum, 22(5): 376–378, 1999. |
134 | M. Ankerst, C. Elsen, M. Ester, H.-P. Kriegel Perception-Based Classification Informatica, 23(4): 493–499, 1999. |
133 | C. Böhm, H.-P. Kriegel Efficient Bulk Loading of Large High-Dimensional Indexes In Proceedings of the 1st International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Florence, Italy: 251–260, 1999. |
132 | S. Berchtold, C. Böhm, H.-P. Kriegel, U. Michel Implementation of Multidimensional Index Structures for Knowledge Discovery in Relational Databases In Proceedings of the 1st International Conference on Data Warehousing and Knowledge Discovery (DaWaK), Florence, Italy: 261–270, 1999. |
131 | M. Ester, H.-P. Kriegel, J. Sander Knowledge Discovery in Spatial Databases In Proceedings of the 23rd Annual German Conference on Artificial Intelligence (KI), Bonn, Germany: 61–74, 1999. |
130 | M. M. Breunig, H.-P. Kriegel, R. Ng, J. Sander OPTICS-OF: Identifying Local Outliers In Proceedings of the 3rd European Conference on Principles of Data Mining and Knowledge Discovery (PKDD), Prague, Czech Republic: 262–270, 1999. |
129 | M. Ankerst, C. Elsen, M. Ester, H.-P. Kriegel Visual Classification: An Interactive Approach to Decision Tree Construction In Proceedings of the 5th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), San Diego, CA: 392–396, 1999. |
128 | M. Ankerst, G. Kastenmüller, H.-P. Kriegel, T. Seidl 3D Shape Histograms for Similarity Search and Classification in Spatial Databases In Proceedings of the 6th International Symposium on Large Spatial Databases (SSD), Hong-Kong: 207–226, 1999. |
127 | C. Böhm, G. Klump, H.-P. Kriegel XZ-Ordering: A Space-Filling Curve for Objects with Spatial Extension In Proceedings of the 6th International Symposium on Large Spatial Databases (SSD), Hong-Kong: 75–90, 1999. |
126 | M. Ankerst, G. Kastenmüller, H.-P. Kriegel, T. Seidl Nearest Neighbor Classification in 3D Protein Databases In Proceedings of the 7th International Conference on Intelligent Systems for Molecular Biology (ISMB), Heidelberg, Germany: 34–43, 1999. |
125 | M. Ester, S. Gundlach, H.-P. Kriegel, J. Sander Database Primitives for Spatial Data Mining In Proceedings of the 8th GI-Fachtagung für Datenbanksysteme in Büro, Technik und Wissenschaft (BTW), Freiburg, Germany: 137–150, 1999. |
124 | M. Ankerst, M. M. Breunig, H.-P. Kriegel, J. Sander OPTICS: Ordering Points To Identify the Clustering Structure In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Philadelphia, PA: 49–60, 1999. |
123 | T. Seidl, H.-P. Kriegel Mining Protein Databases In Proceedings of the Tag der Informatik (TdI), University of Munich, Germany, 1999. |
1998 | |
122 | M. Ankerst, H.-P. Kriegel, T. Seidl A Multi-Step Approach for Shape Similarity Search in Image Databases IEEE Transactions on Knowledge and Data Engineering, 10(6): 996–1004, 1998. |
121 | H.-P. Kriegel, T. Seidl Approximation-based Similarity Search for 3D Surface Segments GeoInformatica, 2(2): 113–147, 1998. |
120 | M. Ester, H.-P. Kriegel, J. Sander, X. Xu Clustering for Mining in Large Spatial Databases KI - Zeitschrift Künstliche Intelligenz, 1: 18–24, 1998. |
119 | J. Sander, M. Ester, H.-P. Kriegel, X. Xu Density-Based Clustering in Spatial Databases: The Algorithm GDBSCAN and its Applications Data Mining and Knowledge Discovery, 2(2): 169–194, 1998. |
118 | S. Berchtold, H.-P. Kriegel, M. Pötke Database Support for Concurrent Digital Mock-Up In Proceedings of the 10th International IFIP WG5.2/WG5.3 Conference on Globalization of Manufacturing in the Digital Communications Era of the 21st Century: Innovation, Agility, and the Virtual Enterprise (PROLAMAT), Trento, Italy: 499–510, 1998. |
117 | X. Xu, M. Ester, H.-P. Kriegel, J. Sander A Distribution-Based Clustering Algorithm for Mining in Large Spatial Databases In Proceedings of the 14th International Conference on Data Engineering (ICDE), Orlando, FL: 324–331, 1998. |
116 | S. Berchtold, B. Ertl, D. A. Keim, H.-P. Kriegel, T. Seidl Fast Nearest Neighbor Search in High-Dimensional Spaces In Proceedings of the 14th International Conference on Data Engineering (ICDE), Orlando, FL: 209–218, 1998. |
115 | M. Ankerst, B. Braunmüller, H.-P. Kriegel, T. Seidl Improving Adaptable Similarity Query Processing by Using Approximations In Proceedings of the 24th International Conference on Very Large Data Bases (VLDB), New York City, NY: 206–217, 1998. |
114 | M. Ester, H.-P. Kriegel, J. Sander, M. Wimmer, X. Xu Incremental Clustering for Mining in a Data Warehousing Environment In Proceedings of the 24th International Conference on Very Large Data Bases (VLDB), New York City, NY: 323–333, 1998. |
113 | M. Ester, A. Frommelt, H.-P. Kriegel, J. Sander Algorithms for Characterization and Trend Detection in Spatial Databases In Proceedings of the 4th ACM International Conference on Knowledge Discovery and Data Mining (KDD), New York City, NY: 44–50, 1998. |
112 | S. Berchtold, C. Böhm, H.-P. Kriegel Improving the Query Performance of High-Dimensional Index Structures In Proceedings of the 6th International Conference on Extending Database Technology (EDBT), Valencia, Spain: 216–230, 1998. |
111 | M. Ester, R. Wittman Incremental Generalization for Mining in a Data Warehousing Environment In Proceedings of the 6th International Conference on Extending Database Technology (EDBT), Valencia, Spain: 135–149, 1998. |
110 | T. Seidl, H.-P. Kriegel Optimal Multi-Step k-Nearest Neighbor Search In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Seattle, WA: 154–165, 1998. |
109 | S. Berchtold, C. Böhm, H.-P. Kriegel The Pyramid Technique: Towards Breaking the Curse of Dimensionality In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Seattle, WA: 142–153, 1998. |
108 | G. Kastenmüller, H.-P. Kriegel, T. Seidl Similarity Search in 3D Protein Databases In Proceedings of the German Conference on Bioinformatics (GCB), Cologne, Germany: 3–5, 1998. |
107 | M. Ankerst, S. Berchtold, D. A. Keim Similarity Clustering of Dimensions for an Enhanced Visualization of Multidimensional Data In Proceedings of the IEEE Symposium on Information Visualization (INFOVIS), Phoenix, AZ: 52–60, 1998. |
1997 | |
106 | X. Xu, M. Ester, H.-P. Kriegel, J. Sander Clustering and Knowledge Discovery in Spatial Databases Vistas in Astronomy, 41(3): 397–403, 1997. |
105 | S. Berchtold, D. A. Keim, H.-P. Kriegel Using Extended Feature Objects for Partial Similarity Retrieval The VLDB Journal, 6(4): 333–348, 1997. |
104 | S. Berchtold, C. Böhm, D. A. Keim, H.-P. Kriegel A Cost Model For Nearest Neighbor Search in High-Dimensional Data Space In Proceedings of the 16th ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, Tucson, AZ: 78–86, 1997. |
103 | T. Seidl, H.-P. Kriegel Efficient User-Adaptable Similarity Search in Large Multimedia Databases In Proceedings of the 23rd International Conference on Very Large Data Bases (VLDB), Athens, Greece: 506–515, 1997. |
102 | M. Ester, H.-P. Kriegel, J. Sander, X. Xu Density-Connected Sets and their Application for Trend Detection in Spatial Databases In Proceedings of the 3rd ACM International Conference on Knowledge Discovery and Data Mining (KDD), Newport Beach, CA: 10–15, 1997. |
101 | H.-P. Kriegel, T. Schmidt, T. Seidl 3D Similarity Search by Shape Approximation In Proceedings of the 5th International Symposium on Large Spatial Databases (SSD), Berlin, Germany: 11–28, 1997. |
100 | M. Ester, H.-P. Kriegel, J. Sander Spatial Data Mining: A Database Approach In Proceedings of the 5th International Symposium on Large Spatial Databases (SSD), Berlin, Germany: 47–66, 1997. |
99 | S. Berchtold, D. A. Keim, H.-P. Kriegel Section Coding: Ein Verfahren zur Ähnlichkeitssuche in CAD-Datenbanken In Proceedings of the 7th GI-Fachtagung für Datenbanksysteme in Büro, Technik und Wissenschaft (BTW), Ulm, Germany: 152–171, 1997. |
98 | S. Berchtold, C. Böhm, B. Braunmüller, D. A. Keim, H.-P. Kriegel Fast Parallel Similarity Search in Multimedia Databases In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Tucson, AZ: 1–12, 1997. |
97 | S. Berchtold, H.-P. Kriegel S3: Similarity Search in CAD Database Systems In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Tucson, AZ: 564–567, 1997. |
96 | H.-P. Kriegel, T. Schmidt, T. Seidl Biomolekulare Wechselwirkungen von Proteinen – Datenbankunterstützung für das Proteindocking Final Report, BMBF joint project BIOWEPRO, 1997. |
1996 | |
95 | H.-P. Kriegel, T. Schmidt, T. Seidl Können Proteine im Computer docken? Einsichten (University of Munich), 2: 26–29, 1996. |
94 | D. A. Keim Pixel-oriented Database Visualizations ACM SIGMOD Record, 25(4): 35–39, 1996. |
93 | D. A. Keim Pixel-oriented Visualization Techniques for Exploring Very Large Databases Journal of Computational and Graphical Statistics, 5(1): 58–77, 1996. |
92 | H.-P. Kriegel, D. A. Keim Visualisierung großer Datenbanken Data Warehouse und Management Informations Systeme: 203–212, 1996. |
91 | H.-P. Kriegel, D. A. Keim Visualisierung großer Datenbanken Einsichten (University of Munich), 1: 32–35, 1996. |
90 | D. A. Keim, H.-P. Kriegel Visualization Techniques for Mining Large Databases: A Comparison IEEE Transactions on Knowledge and Data Engineering, 8(6): 923–938, 1996. |
89 | T. Brinkhoff, H.-P. Kriegel, B. Seeger Parallel Processing of Spatial Joins Using R-trees In Proceedings of the 12th International Conference on Data Engineering (ICDE), New Orleans, LA: 258–265, 1996. |
88 | S. Berchtold, D. A. Keim, H.-P. Kriegel The X-Tree: An Index Structure for High-Dimensional Data In Proceedings of the 22nd International Conference on Very Large Data Bases (VLDB), Bombay, India: 28–39, 1996. |
87 | M. Ester, H.-P. Kriegel, J. Sander, X. Xu A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise In Proceedings of the 2nd ACM International Conference on Knowledge Discovery and Data Mining (KDD), Portland, OR: 226–231, 1996. |
86 | D. A. Keim Databases and Visualization In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Montreal, QC, Canada: 543, 1996. |
85 | M. Ester, H.-P. Kriegel, S. Wirth Feature Based Classification of Protein Docking Sites: An Algorithm for Large Databases and Experimental Results In Proceedings of the German Conference on Bioinformatics (GCB), Leipzig, Germany: 193–196, 1996. |
84 | M. Ankerst, D. A. Keim, H.-P. Kriegel Circle Segments: A Technique for Visually Exploring Large Multidimensional Data Sets In Proceedings of the IEEE Visualization Conference (VIS), San Francisco, CA, 1996. |
1995 | |
83 | M. Ester, H.-P. Kriegel, X. Xu A Database Interface for Clustering in Large Spatial Databases In Proceedings of the 1st ACM International Conference on Knowledge Discovery and Data Mining (KDD), Montreal, QC, Canada: 94–99, 1995. |
82 | T. Brinkhoff, H.-P. Kriegel, R. Schneider, A. Braun Measuring the Complexity of Polygonal Objects In Proceedings of the 3rd ACM International Symposium on Advances in Geographic Information Systems (ACM GIS), Baltimore, MD: 109–, 1995. |
81 | H.-P. Kriegel, T. Schmidt, T. Seidl Moleküloberflächen in einer objektorientierten Proteindatenbank In Proceedings of the 3rd GI-Fachtagung Bioinformatik - Informatik in den Biowissenschaften, Braunschweig, Germany, 1995. |
80 | D. A. Keim, H.-P. Kriegel Issues in Visualizing Large Databases In Proceedings of the 3rd IFIP 2.6 Working Conference on Visual Database Systems (VDB), Lausanne, Switzerland: 203–214, 1995. |
79 | T. Seidl, H.-P. Kriegel Solvent Accessible Surface Representation in a Database System for Protein Docking In Proceedings of the 3rd International Conference on Intelligent Systems for Molecular Biology (ISMB), Cambridge, UK: 350–358, 1995. |
78 | T. Seidl, H.-P. Kriegel A 3D Molecular Surface Representation Supporting Neighborhood Queries In Proceedings of the 4th International Symposium on Large Spatial Databases (SSD), Portland, ME: 240–258, 1995. |
77 | M. Ester, H.-P. Kriegel, X. Xu Knowledge Discovery in Large Spatial Databases: Focusing Techniques for Efficient Class Identification In Proceedings of the 4th International Symposium on Large Spatial Databases (SSD), Portland, ME: 67–82, 1995. |
76 | M. Ester, H.-P. Kriegel, T. Seidl, X. Xu Formbasierte Suche nach komplementären 3D-Oberflächen in einer Protein-Datenbank In Proceedings of the 6th GI-Fachtagung für Datenbanksysteme in Büro, Technik und Wissenschaft (BTW), Dresden, Germany: 373–382, 1995. |
75 | D. A. Keim, H.-P. Kriegel Visualisierungstechniken zur Exploration und Analyse sehr großer Datenbanken In Proceedings of the 6th GI-Fachtagung für Datenbanksysteme in Büro, Technik und Wissenschaft (BTW), Dresden, Germany: 262–281, 1995. |
74 | D. A. Keim, H.-P. Kriegel VisDB: A System for Visualizing Large Databases In Proceedings of the ACM International Conference on Management of Data (SIGMOD), San Jose, CA: 482, 1995. |
73 | D. Schomburg, U. Jakob, M. Meyer, P. Wilson, G. Sagerer, F. Ackermann, G. Herrmann, S. Posch, M. Soumpasis, G. Grimm, B. Ihmels, M. Strahm, H.-P. Kriegel, T. Seidl, T. Schmidt, M. Ester, X. Xu 'BIOWEPRO' Wechselwirkungen von Proteinen In Proceedings of the German Ministry of Science and Technology on Molekular Bioinformatics and Evolutionary Algorithms, Braunschweig, Germany, 1995. |
72 | D. A. Keim, H.-P. Kriegel, M. Ankerst Recursive Pattern: A Technique for Visualizing Very Large Amounts of Data In Proceedings of the IEEE Visualization Conference (VIS), Atlanta, GA: 279–286, 1995. |
71 | D. A. Keim, J. P. Lee, B. Thuraisinghaman, C. Wittenbrink Database Issues for Data Visualization: Supporting Interactive Database Exploration In Proceedings of the IEEE Visualization Workshop on Database Issues for Data Visualization (VIS), Atlanta, GA: 12–25, 1995. |
70 | D. A. Keim Enhancing the Visual Clustering of Query-dependent Database Visualization Techniques using Screen-Filling Curves In Proceedings of the IEEE Visualization Workshop on Database Issues for Data Visualization (VIS), Atlanta, GA: 101–110, 1995. |
1994 | |
69 | D. A. Keim, H.-P. Kriegel Possibilities and Limits in Visualizing Large Amounts of Multidimensional Data Perceptual Issues in Visualization: 127–141, 1994. |
68 | D. A. Keim, R. D. Bergeron, R. M. Pickett Test Data Sets for Evaluating Data Visualization Techniques Perceptual Issues in Visualization: 9–22, 1994. |
67 | D. A. Keim, H.-P. Kriegel VisDB: Database Exploration using Multidimensional Visualization Computer Graphics and Applications: 44–49, 1994. |
66 | D. A. Keim, H.-P. Kriegel, T. Seidl Supporting Data Mining of Large Databases by Visual Feedback Queries In Proceedings of the 10th International Conference on Data Engineering (ICDE), Houston, TX: 302–313, 1994. |
65 | T. Brinkhoff, H.-P. Kriegel The Impact of Global Clustering on Spatial Database Systems In Proceedings of the 20th International Conference on Very Large Data Bases (VLDB), Santiago de Chile, Chile: 168–179, 1994. |
64 | K. Aldinger, M. Ester, G. Förstner, H.-P. Kriegel, T. Seidl Datenbankunterstützung für das Protein-Protein-Docking: ein effizienter und robuster Feature-Index In Proceedings of the 2nd GI-Fachtagung Informatik in den Biowissenschaften, Jena, Germany: 41–52, 1994. |
63 | D. A. Keim, H.-P. Kriegel, A. Miethsam Query Translation Supporting the Migration of Legacy Databases into Cooperative Information Systems In Proceedings of the 2nd International Conference on Cooperative Information Systems (CoopIS), Toronto, Canada: 203–214, 1994. |
62 | T. Brinkhoff, H.-P. Kriegel, R. Schneider, B. Seeger Multi-Step Processing of Spatial Joins In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Minneapolis, MN: 197–208, 1994. |
61 | T. Brinkhoff, H.-P. Kriegel, R. Schneider, B. Seeger GENESYS: A System for Efficient Spatial Query Processing In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Minneapolis, MN: 519, 1994. |
60 | T. Brinkhoff, H.-P. Kriegel Approximations for a Multi-Step Processing of Spatial Joins In Proceedings of the International Workshop on Advanced Research in Geographic Information Systems (IGIS), Monte Verita, Ascona, Switzerland: 25–34, 1994. |
1993 | |
59 | H.-P. Kriegel, T. Brinkhoff, R. Schneider Efficient Spatial Query Processing in Geographic Database Systems IEEE Data Engineering Bulletin, 16(3): 10–15, 1993. |
58 | H.-P. Kriegel, S. Heep, A. Fahldiek, N. Mysliwietz Handling Geometric Objects with Free Form Surfaces in Spatial Databases In Proceedings of the 2nd ACM Symposium on Solid Modeling Foundations and CAD/CAM Applications (SMA), Montreal, QC, Canada: 471–472, 1993. |
57 | T. Brinkhoff, H. Horn, H.-P. Kriegel, R. Schneider A Storage and Access Architecture for Efficient Query Processing in Spatial Database Systems In Proceedings of the 3rd International Symposium on Large Spatial Databases (SSD), Singapore: 357–376, 1993. |
56 | M. Schiwietz, H.-P. Kriegel Query Processing of Spatial Objects: Complexity versus Redundancy In Proceedings of the 3rd International Symposium on Large Spatial Databases (SSD), Singapore: 377–396, 1993. |
55 | D. A. Keim, H.-P. Kriegel, A. Miethsam Integration of Relational Databases in a Multidatabase System based on Schema Enrichment In Proceedings of the 3rd International Workshop on Interoperability in Multidatabase Systems (RIDE-IMS), Vienna, Austria: 96–104, 1993. |
54 | D. A. Keim, H.-P. Kriegel, A. Miethsam Object-Oriented Querying of Existing Relational Databases In Proceedings of the 4th International Conference on Database and Expert Systems Applications (DEXA), Prague, Czech Republic: 325–336, 1993. |
53 | T. Brinkhoff, H. Horn, H.-P. Kriegel, R. Schneider Eine Speicher- und Zugriffsarchitektur für effiziente Anfragebearbeitung in Geo-Datenbanksystemen In Proceedings of the 5th GI-Fachtagung für Datenbanksysteme in Büro, Technik und Wissenschaft (BTW), Braunschweig, Germany: 356–374, 1993. |
52 | H.-P. Kriegel, R. Schneider, T. Brinkhoff Potentials for Improving Query Processing in Spatial Database Systems In Proceedings of the 9iemes Journees Bases de Donnees Avoncees (9th Conference on Advanced Databases) (JBDA), Toulouse, France): 11–31, 1993. |
51 | T. Brinkhoff, H.-P. Kriegel, R. Schneider Comparison of Approximations of Complex Objects Used for Approximation-based Query Processing in Spatial Database Systems In Proceedings of the 9th International Conference on Data Engineering (ICDE), Vienna, Austria: 40–49, 1993. |
50 | M. Ankerst, H.-P. Kriegel, T. Seidl Pixel-based shape similarity search in large image databases . |
1993 | |
49 | H.-P. Kriegel, S. Heep, A. Fahldiek, N. Mysliwietz Query Processing of Geometric Objects with Free Form Boundaries in Spatial Databases In Proceedings of the 4th International Conference on Database and Expert Systems Applications (DEXA), Prague, Czech Republic: 349–360, 1993. |
48 | T. Brinkhoff, H.-P. Kriegel, B. Seeger Efficient Processing of Spatial Joins Using R-trees In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Washington, DC: 237–246, 1993. |
47 | D. A. Keim, H.-P. Kriegel, T. Seidl Visual Feedback in Querying Large Databases In Proceedings of the IEEE Visualization Conference (VIS), San Jose, CA: 158–165, 1993. |
46 | D. A. Keim, H.-P. Kriegel Using Visualization to Support Data Mining of Large Existing Databases In Proceedings of the IEEE Visualization Workshop on Database Issues for Data Visualization (VIS), San Jose, CA: 210–229, 1993. |
45 | P. Rigaux, M. Scholl, A. Voisard A Map Editing Kernel Implementation: Application to Multiple Scale Display Technical Report, Ludwig-Maximilians-Universität München, Munich, Germany, 1993. |
44 | D. Benoit, A. Voisard A Unified Approach to Geographic Data Modeling Technical Report, Ludwig-Maximilians-Universität München, Munich, Germany, 1993. |
43 | B. Seeger An Analysis of Schedules for Performing Multi-Page Requests Technical Report, No. 9416, Institute for Informatics, Ludwig-Maximilians-University, Munich, Germany, 1993. |
42 | D. A. Keim, H.-P. Kriegel, A. Miethsam Object-Oriented Modeling of Meta-Information for Semantic Schema Enrichment and (Semi)Automated Schema Transformation Technical Report, No. 9306, Institute for Informatics, Ludwig-Maximilians-University, Munich, Germany, 1993. |
41 | D. A. Keim, H.-P. Kriegel, A. Miethsam Query Translation of an Object-Oriented into a Relational Query Language Technical Report, No. 9325, Institute for Informatics, Ludwig-Maximilians-University, Munich, Germany, 1993. |
40 | D. A. Keim, H.-P. Kriegel, T. Seidl Supporting Data Mining of Large Databases by Visual Feedback Queries Technical Report, No. 9310, Institute for Informatics, Ludwig-Maximilians-University, Munich, Germany, 1993. |
39 | B. Seeger Tuning Access Methods to Supporting Data Intensive Queries Technical Report, No. 9419, Institute for Informatics, Ludwig-Maximilians-University, Munich, Germany, 1993. |
1992 | |
38 | D. A. Keim, V. Lum GRADI: A Graphical Database Interface for a Multimedia DBMS In Proceedings of the 1st International Workshop on Interfaces to Database Systems (IDS), Glasgow, UK: 95–112, 1992. |
37 | R. Schneider, H.-P. Kriegel Indexing the Spatiotemporal Monitoring of a Polygonal Object In Proceedings of the 5th International Symposium on Spatial Data Handling (SDH), Charleston, SC: 200–209, 1992. |
36 | D. A. Keim, V. Lum Visual Query Specification in a Multimedia Database System In Proceedings of the IEEE Visualization Conference (VIS), Boston, MA: 194–201, 1992. |
1991 | |
35 | H.-P. Kriegel, P. Heep, S. Heep, M. Schiwietz, R. Schneider A Flexible and Extensible Index Manager for Spatial Database Systems In Proceedings of the 2nd International Conference on Database and Expert Systems Applications (DEXA), Berlin, Germany: 179–184, 1991. |
34 | H.-P. Kriegel, T. Brinkhoff, R. Schneider The Combination of Spatial Access Methods and Computational Geometry in Geographic Database Systems In Proceedings of the 2nd International Symposium on Large Spatial Databases (SSD), Zurich, Switzerland: 5–21, 1991. |
33 | H.-P. Kriegel, H. Horn, M. Schiwietz The Performance of Object Decomposition Techniques for Spatial Query Processing In Proceedings of the 2nd International Symposium on Large Spatial Databases (SSD), Zurich, Switzerland: 257–276, 1991. |
32 | R. Schneider, H.-P. Kriegel The TR*-tree: A New Representation of Polygonal Objects Supporting Spatial Queries and Operations In Proceedings of the 7th European Workshop on Computational Geometry (EuroCG), Bern, Switzerland: 249–263, 1991. |
31 | H.-P. Kriegel, P. Heep, S. Heep, M. Schiwietz, R. Schneider An Access Method Based Query Processor for Spatial Database Systems In Proceedings of the International Workshop on Database Management Systems for Geographical Applications, Capri, Italy: 273–292, 1991. |
30 | H.-P. Kriegel, T. Brinkhoff, R. Schneider An Efficient Map Overlay Algorithm based on Spatial Access Methods and Computational Geometry In Proceedings of the International Workshop on Database Management Systems for Geographical Applications, Capri, Italy: 12–17, 1991. |
29 | H.-P. Kriegel Query Processing in Spatial Database Systems In Proceedings on occasion of H. Maurer's 50th birthday, New Results and New Trends in Computer Science, Graz, Austria: 172–191, 1991. |
1990 | |
28 | H.-P. Kriegel, P. Heep, S. Heep, M. Schiewitz, R. Schneider, B. Seeger Datenbanksysteme im Umweltbereich: Anforderungen und Konzepte Impulse aus der Forschung (University of Bremen), 1990. |
27 | B. Seeger, H.-P. Kriegel The Buddy Tree: An Efficient and Robust Access Method for Spatial Data Base Systems In Proceedings of the 16th International Conference on Very Large Data Bases (VLDB), Brisbane, Australia: 590–601, 1990. |
26 | B. Seeger, H.-P. Kriegel Design, Implementation and Performance Comparison of the Buddy Tree In Proceedings of the 1st International Conference on Database and Expert Systems Applications (DEXA), Vienna, Austria: 203–207, 1990. |
25 | H.-P. Kriegel, R. Schneider Entwurf eines Bioindikations-Datenbanksystems In Proceedings of the 5th International Symposium on Informatik für den Umweltschutz, Vienna, Austria: 17–26, 1990. |
24 | N. Beckmann, H.-P. Kriegel, R. Schneider, B. Seeger The R*-Tree: An Efficient and Robust Access Method for Points and Rectangles In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Atlantic City, NJ: 322–331, 1990. |
23 | H.-P. Kriegel, B. Seeger, R. Schneider, N. Beckmann The R*-tree: An Efficient Access Method for Geographic Information Systems In Proceedings of the International Conference on Geographic Information Systems, Ottawa, Canada, 1990. |
1989 | |
22 | R. Schneider, H.-P. Kriegel, B. Seeger, S. Heep Retrieving of parts with geometric similarity Foundations of Data Organization and Algorithms: 241–245, 1989. |
21 | A. Becker, A. Bücker, R. Janßen, H.-P. Kriegel, K. Matthes, W. F. Henschel Ein System zur postoperativen Erfassung von Narkoseprotokollen In GI-Jahrestagung: 688–703, 1989. |
20 | R. Schneider, H.-P. Kriegel, B. Seeger, S. Heep Geometry-based similarity retrieval of rotational parts , 1989. |
19 | H.-P. Kriegel, M. Schiwietz, R. Schneider, B. Seeger Effiziente Punkt- und Raumzugriffsstrukturen für Geo-Datenbanksysteme - Ein Leistungsvergleich , 1989. |
1988 | |
18 | B. Seeger, H.-P. Kriegel Spatial Access Methods based on Dynamic Hashing In Data Base Workshops: 22–36, 1988. |
17 | H.-P. Kriegel, B. Seeger PLOP-Hashing: A Grid File without Directory In International Conference on Data Engineering: 369–376, 1988. |
16 | S. Heep, H.-P. Kriegel, R. Schneider, B. Seeger Konzepte zur Suche geometrisch ähnlicher Bauteile In Non-Standard Datenbanken für Anwendungen der Graphischen Datenverarbeitung, GI-Fachgespräch: 166–183, 1988. |
15 | B. Seeger, H.-P. Kriegel Techniques for Design and Implementation of Efficient Spatial Access Methods In Proceedings of the 14th International Conference on Very Large Data Bases (VLDB), Los Angeles, CA: 360–371, 1988. |
1987 | |
14 | H.-P. Kriegel, B. Seeger Multidimensional Dynamic Quantile Hashing is Very Efficient for Non-Uniform Record Distributions In International Conference on Data Engineering: 10–17, 1987. |
1986 | |
13 | H.-P. Kriegel, B. Seeger Multidimensional Order Preserving Linear Hashing with Partial Expansions In International Conference on Database Theory: 203–220, 1986. |
1985 | |
12 | H.-P. Kriegel, R. Mannss, M. H. Overmars The Inverted File Tree Machine: Efficient Multi-Key Retrieval for VLSI In Conference on Foundations of Data Organization and Algorithms: 279–291, 1985. |
1983 | |
11 | H.-P. Kriegel, Y.S. Kwong Insertion-safeness in balanced trees Information Processing Letters, 16(5): 259–264, 1983. |
1982 | |
10 | A. B. Cremers, H.-P. Kriegel Theoretical Computer Science, 6th GI-Conference , 1982. |
1981 | |
9 | H.-P. Kriegel, V. K. Vaishnavi Weighted Multidimensional B-trees Used as Nearly Optimal Dynamic Dictionaries In: Mathematical Foundations of Computer Science, Springer: 410–417, 1981. |
8 | R. H. Güting, H.-P. Kriegel Dynamic k-Dimensional Multiway Search under Time-Varying Access Frequencies In: Theoretical Computer Science, Springer: 135–145, 1981. |
1980 | |
7 | V. K. Vaishnavi, H.-P. Kriegel, D. Wood Optimum Multiway Search Trees Acta Informatica, 14(2): 119–133, 1980. |
6 | V. K. Vaishnavi, H.-P. Kriegel, D. Wood Space and time optimal algorithms for a class of rectangle intersection problems Information Sciences, 21(1): 59–67, 1980. |
5 | R. H. Güting, H.-P. Kriegel Multidimensional B-tree: An Efficient Dynamic File Structure for Exact Match Queries In GI-Jahrestagung: 375–388, 1980. |
1979 | |
4 | V. K. Vaishnavi, H.-P. Kriegel, D. Wood Height Balanced 2–3 Trees Computing, 21(3): 195–211, 1979. |
1977 | |
3 | H.-P. Kriegel, T. Ottmann Left-Fitting Translations In International Colloquium on Automata, Languages and Programming: 309–322, 1977. |
1976 | |
2 | H.-P. Kriegel, H. A. Maurer Formal Translations and Szilard Languages Information and Computation/information and Control, 30(2): 187–198, 1976. |
1975 | |
1 | H.-P. Kriegel, H. A. Maurer Formal translations and the containment problem for Szilard languages In: Automata Theory and Formal Languages, Springer: 233–238, 1975. |