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

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

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.

Knowledge-Enriched Route Computation
In Proceedings of the 14th International Symposium on Spatial and Temporal Databases (SSTD), Hong Kong, China: 157-176

Online template matching over a stream of digitized documents
In Proceedings of the 27th International Conference on Scientific and Statistical Database Management (SSDBM), San Diego, CA: 9

Probabilistic Resource Route Queries with Reappearance
in proc.of the 18th International Conference on Extending Database Technology (EDBT), 445-456,Brussels, Belgium

Linear Path Skylines in Multi-Criteria Networks

Skill-Based Differences in Spatio-Temporal Team Behaviour in Defence of The Ancients 2 (DotA 2)

Linear Path Skyline Computation in Bicriteria Networks

Probabilistic Parking Queries using Aging Functions

Optimal Distance Bounds for the Mahalanobis Distance

Spatial Game Analytics and Visualization

Mining Driving Preferences in Multi-Cost Networks

Efficient Similarity Search on 3D Bounding Box Annotations
In Proceedings of the SPIE Medical Imaging 2012: Image Processing (SPIE), San Diego, CA, 2012.

Enhanced Detection of the Vertebrae in 2D CT-Images
In Proceedings of the SPIE Medical Imaging 2012: Image Processing (SPIE), San Diego, CA, 2012.

M. Schubert, H.-P. Kriegel:
LOCAR: Local Compression of Alternative Routes
in 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS 2011),Chicago, Illinois

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'11), Toronto, Canada, 2011.

Hans-Peter Kriegel, Matthias Schubert, Andreas 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 11), Minneapolis, MN, 2011.
(CCC Headwater Award)

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 11), Minneapolis, MN, 2011.

F. Graf, H.-P. Kriegel, M. Renz, M. Schubert:
MARiO: Multi Attribute Routing in Open Street Map
Demonstration at the 12th International Symposium on Spatial and Temporal Databases (SSTD 11), Minneapolis, MN, 2011.

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 2011: Image Processing (SPIE 11), Lake Buena Vista, FL, USA, 2011.

Graf. F, Kriegel H.-P., Renz M., Schubert M.:
Memory-Efficient A*-Search using Sparse Embeddings
18th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS 10), San Jose, CA, 2010.

Emrich T., Graf. F, Kriegel H.-P., Schubert M., Thoma M.:
Similarity Estimation using Bayes Ensembles
to appear at Int. Conf on Scientific and Statistic Databases (SSDBM 2010),Heidelberg, Germany,2010

Emrich T., Graf. F, Kriegel H.-P., Schubert M., Thoma M.:
Optimizing All-Nearest-Neighbor Queries with Trigonometric Pruning
to appear at Int. Conf on Scientific and Statistic Databases (SSDBM 2010),Heidelberg, Germany,2010

Graf. F, Kriegel H.-P., Renz M., Schubert M.:
PAROS: Pareto Optimal Route Selection
to appear as Demonstraion at ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'10), Indianapolis, IN, USA, 2010

Kriegel H.-P., Renz M., Schubert M.:
Route Skyline Queries: A Multi-Preference Path Planning Approach
to appear in proc. 26th Int. Conf. on Data Engineering (ICDE 2010), Long Beach, CA, USA, 2010

Emrich T., Graf F., Kriegel H.-P. ,Schubert M., Thoma M.,Cavallaro A.:
CT Slice Localization via Instance-Based Regression
In Proceedings of the SPIE Medical Imaging 2011: Image Processing (SPIE 10), San Diego, CA, USA, 2010

Kriegel H.-P., Schubert M., Zimek A.:
Angle Based Outlier Detection
in proc. 14th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2008), Las Vegas, NV, USA, 2008

Kriegel H.-P., Renz M., Schubert M., Züfle A.:
Statistical Density Prediction in Traffic Networks.
in proc. 8th SIAM Conference on Data Mining (SDM 2008), Atlanta, GA, USA, 2008

Kriegel H.-P., Kunath P., Pryakhin A., Schubert M.:
MUSE: Multi-Represented Similarity Estimation
in proc. 24th International Conference on Data Engineering (ICDE 2008), Cancún, México, 2008

Kriegel H.-P., Kunath P., Pryakhin A., Schubert M.:
Distribution-Based Similarity for Multi-Represented Multimedia Objects
in proc. 14th international Multimedia Modeling Conference (MMM 2008), Kyoto, Japan, 2008

Böhm C., Kunath P., Pryakhin A., Schubert M.:
Effective and Efficient Indexing for Large Video Databases
in proc. of "12. GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web" (BTW 2007), Aachen, Germany, 2007

Böhm C., Kunath P., Pryakhin A., Schubert M.:
Querying Objects modeled by Arbitrary Probability Distributions
in proc. 10th International Symposium on Spatial and Temporal Databases (SSTD 2007), Boston, U.S.A., 2007

Aßfalg J., Kriegel H.-P., Pryakhin A., Schubert M.:
Multi-Represented Classification based on Confidence Estimation
in proc. 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2007), Nanjing, China, 2007

Böhm C., Gruber M., Kunath P., Pryakhin A., Schubert M.:
PROVER: Probabilistic Video Retrieval
Demonstration on 23rd International Conference on Data Engineering (ICDE 2007), Istanbul, Turkey, 2007

COSMIC: Conceptually Specified Multi-Instance Clusters
in proc. 6th international Conference on Data Mining (ICDM 2006), Hong Kong, China, 2006

Böhm C., Pryakhin A., Schubert M.:
Probabilistic Ranking Queries on Gaussians
in proc. 18th Int. Conf. on Scientific and Statistical Database Management (SSDBM 2006), Vienna, Austria, 2006

Kriegel H.-P., Kröger P.,Schubert M., Zhu Z.:
Efficient Query Processing in Arbitrary Subspaces Using Vector Approximations
in proc. 18th Int. Conf. on Scientific and Statistical Database Management (SSDBM 2006), Vienna, Austria, 2006

Kriegel H.-P, Pryakhin A.,Schubert M.:
An EM-Approach for Clustering Multi-Instance Objects
in proc. 10th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD 2006), Singapore, 2006

Achtert E., Kriegel H.-P, Pryakhin A., Schubert M.:
Clustering Multi-Represented Objects Using Combination Trees
in proc. 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006),Singapore, 2006

Advanced Prototype Machines: Exploring Prototypes for Classification
in proc. 6th SIAM Conference on Data Mining (SDM 2006), Bethesda, MD, USA, 2006

Brecheisen, S., Gruber, M., Kriegel H.P.,Schubert: M:
VICO: Visualizing Connected Object Orderings
Demonstration on. 10th International Conference on Extending Database Technology (EDBT 2006), Munich ,Germany, 2006

Böhm, C., Pryakhin, A., Schubert M.:
The Gaus-Tree: Efficient Object Identification of Probabilistic Feature Vectors
in proc. 22nd international Conference on Data Engeneering (ICDE 2006) Atlanta, GA, USA, 2006

Kriegel H.-P., Kröger P., Pryakhin A., Schubert M.:
Effective and Efficient Distributed Model-based Clustering
in proc of 5th international Conference on Data Mining (ICDM 2005), Houston, TX, USA, 2005

Huang Y., Yu K., Schubert M. , Yu S. , Tresp V., Kriegel H.-P.:
Hierarchy-Regularized Latent Semantic Indexing
in proc. 5th international Conference on Data Mining (ICDM 2005), Houston, TX, USA, 2005

Kriegel H.-P., Pryakhin A., Schubert M,:
Multi-represented kNN-Classification for Large Class Sets
in proc. 10th International Conference on Database Systems for Advanced Applications (DASFAA 2005), Beijing, China, 2005

Ester M., Kriegel H.-P.,Schubert M.: 
Accurate and Efficient Crawling for Relevant Websites
in proc. 30th International Conference on very large Databases (VLDB 2004),Toronto, Canada, 2004

Kailing K., Kriegel H.-P.,Pryakhin A., Schubert M.:
Clustering Multi-Represented Objects with Noise
in proc. 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2004), Sydney, Australia, 2004

Kriegel H.-P., Kröger P., Pryakhin A., Schubert M.:
Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects
in proc. SIAM International. Conference on Data Mining  (SDM 2004), Lake Buena Vista, FL, USA, 2004

Kriegel H.-P., Schubert M.:
Classification of Websites as Sets of Feature Vectors
in proc. International Conference on Databases and Applications (DBA 2004),Innsbruck, Austria, 2004

Brecheisen S., Kriegel H.-P., Kröger P., Pfeifle M.,Schubert M.:
Using Sets of Feature Vectors for Similarity Search on Voxelized CAD Objects
in proc. ACM SIGMOD Int. Conf. on Management of Data (SIGMOD 2003), San Diego,CA, 2003

Ester M., Kriegel H.-P.,Schubert M.:
Web Site Mining: A new way to spot Competitors, Customers and Suppliers in the World Wide Web
in proc.ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD 2002), Edmonton, Canada, 2002

Böhm C., Braunmüller B.,Kriegel H.-P., Schubert M.:
Efficient Similarity Search in Digital Libraries
Proc. IEEE Int. Conf. on Advances in Digital Libraries (ADL 2000),Washington/DC, USA, 2000

Co-RCA: Unsupervised Distance-Learning for Multi-View Clustering
to appear at the 3rd MultiClust Workshop in conjunction with 2012 SIAM International Conference on Data Mining, Anaheim, CA, 2012

Action Sequence Mining
ECML/PKDD Workshop on Machine Learning and Data Mining in Games, 2011

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.

On the Impact of Flash SSDs on Spatial Indexing
In Proceedings of the 6th International Workshop on Data Management on New Hardware (DaMoN'10), Indianapolis, IN, USA

Lippert C., Huang Y., Weber S. H., Tresp V., Schubert M., Kriegel H.-P.:
Relation Prediction in Multi-Relational Domains using Matrix Factorization
Workshop on Structured Input - Structured Output on (NIPS 2008), Whistler, Kanada,2008

Achtert E., Kriegel H.-P.,Pryakhin A., Schubert M.:
Hierarchical Density-Based Clustering for Multi-Represented Objects
Workshop on Mining Complex Data (MCD 2005) in con. with 5th international Conference on Data Mining (ICDM 2005), Houston, TX, USA,2005

Spatial Game Analytics
In M. S. El-Nasr, A. Drachen, A. Canossa (ed.): Game Analytics, Maximizing the Value of Player Data, Springer, 2013.

Semantic Localization driven Partial Image Retrieval in CT Series
Methods of Information in Medicine, na: na, 2012.

Efficient Traffic Density Prediction in Road Networks
KI-Künstliche Intelligenz, Band 26/3 2012

Kriegel, H.-P.,Kröger, P. ,Renz M. ,Schubert M.:
Metric spaces in data mining: applications to clustering
SIGSPATIAL Special, pp. 36-39, 2010

Kriegel H.-P., Schubert M.:
KDD Pipeline
Encyclopedia of Database Systems, Springer, 2009

Kriegel H.-P., Borgwardt K. M., Kröger P., Pryakhin A., Schubert M., Zimek A.:
Future Trends in Data Mining
in: Data Mining and Knowledge Discovery, DOI: 10.1007/s10618-007-0067-9, 2007

Achtert E., Böhm C., Brecheisen S., Kriegel H.-P., Kunath P., Pryakhin A., Renz M., Schubert M.:
Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken
in: Datenbankspektrum, Vol. 19, pp. 32-39.,2006

Brecheisen S.,Kriegel H.-P., Kröger P., Pfeifle M., Schubert M., Zimek A.:
Density-Based Data Analysis and Similarity Search
in: Petrushin V. A., Khan L. (eds.): Multimedia Data Mining and Knowledge Discovery, Springer, 2006

Kriegel H.-P.,Kröger P., Pfeifle M., Brecheisen S., Pötke M., Schubert M., Seidl T.:
Similarity Search for Voxelized CAD Objects
Database Modeling for Industrial Data Management: Emerging Technologies and Applications, Idea Group Inc.

Schubert M.:
Advanced Data Mining Techniques for Compound Objects
PhD thesis, Ludwig-Maximilians-Universität München, Germany, 2004

Schubert M.:
Entwicklung und Evaluierung von Optimierungstechniken für die Ähnlichkeitssuche in Multimedia Datenbanken
Diploma Thesis, Ludwig-Maximilians Universität München, Germany, 2000