Hans-Peter Kriegel

Franz Graf, Hans-Peter Kriegel, Michael Weiler: Robust Image Segmentation in Low Depth Of Field Images. CoRR abs/1302.3900 (2013)

Hans-Peter Kriegel, Matthias Renz, Matthias Schubert, Andreas Züfle: Efficient Traffic Density Prediction in Road Networks Using Suffix Trees. KI 26(3): 233-240 (2012)

Arthur Zimek, Erich Schubert, Hans-Peter Kriegel: A survey on unsupervised outlier detection in high-dimensional numerical data. Statistical Analysis and Data Mining 5(5): 363-387 (2012)

Hans-Peter Kriegel, Peer Kröger, Arthur Zimek: Subspace clustering. Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery 2(4): 351-364 (2012)

Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle: Indexing uncertain spatio-temporal data. CIKM 2012: 395-404

Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Matthias Renz, Andreas Züfle: Probabilistic ranking in fuzzy object databases. CIKM 2012: 2647-2650

Tobias Emrich, Hans-Peter Kriegel, Johannes Niedermayer, Matthias Renz, André Suhartha, Andreas Züfle: Exploration of monte-carlo based probabilistic query processing in uncertain graphs. CIKM 2012: 2728-2730

Irene Ntoutsi, Kostas Stefanidis, Kjetil Nørvåg, Hans-Peter Kriegel: gRecs: A Group Recommendation System Based on User Clustering. DASFAA (2) 2012: 299-303

Kostas Stefanidis, Irene Ntoutsi, Kjetil Nørvåg, Hans-Peter Kriegel: A Framework for Time-Aware Recommendations. DEXA (2) 2012: 329-344

Thomas Bernecker, Franz Graf, Hans-Peter Kriegel, Nepomuk Seiler, Christoph Türmer, Dieter Dill: Knowing: a generic data analysis application. EDBT 2012: 630-633

Eirini Ntoutsi, Kostas Stefanidis, Kjetil Nørvåg, Hans-Peter Kriegel: Fast Group Recommendations by Applying User Clustering. ER 2012: 126-140

Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle: Querying Uncertain Spatio-Temporal Data. ICDE 2012: 354-365

Elke Achtert, Sascha Goldhofer, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek: Evaluation of Clusterings - Metrics and Visual Support. ICDE 2012: 1285-1288

Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek: Outlier Detection in Arbitrarily Oriented Subspaces. ICDM 2012: 379-388

Xueyan Jiang, Volker Tresp, Yi Huang, Maximilian Nickel, Hans-Peter Kriegel: Scalable Relation Prediction Exploiting Both Intrarelational Correlation and Contextual Information. ECML/PKDD (1) 2012: 601-616

Max Zimmermann, Irene Ntoutsi, Zaigham Faraz Siddiqui, Myra Spiliopoulou, Hans-Peter Kriegel: Discovering global and local bursts in a stream of news. SAC 2012: 807-812

Irene Ntoutsi, Arthur Zimek, Themis Palpanas, Peer Kröger, Hans-Peter Kriegel: Density-based Projected Clustering over High Dimensional Data Streams. SDM 2012: 987-998

Erich Schubert, Remigius Wojdanowski, Arthur Zimek, Hans-Peter Kriegel: On Evaluation of Outlier Rankings and Outlier Scores. SDM 2012: 1047-1058

Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Florian Verhein, Andreas Züfle: Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases. SSDBM 2012: 38-55

Nina Hubig, Andreas Züfle, Tobias Emrich, Mario A. Nascimento, Matthias Renz, Hans-Peter Kriegel: Continuous Probabilistic Sum Queries in Wireless Sensor Networks with Ranges. SSDBM 2012: 96-105

Maximilian Nickel, Volker Tresp, Hans-Peter Kriegel: Factorizing YAGO: scalable machine learning for linked data. WWW 2012: 271-280

Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Matthias Renz, Stefan Zankl, Andreas Züfle: Efficient Probabilistic Reverse Nearest Neighbor Query Processing on Uncertain Data. PVLDB 4(10): 669-680 (2011)

Hans-Peter Kriegel, Peer Kröger, Jörg Sander, Arthur Zimek: Density-based clustering. Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery 1(3): 231-240 (2011)

Matthias Schubert, Hans-Peter Kriegel: LOCAR: local compression of alternative routes. GIS 2011: 441-444

Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle: A novel probabilistic pruning approach to speed up similarity queries in uncertain databases. ICDE 2011: 339-350

Nikos Mitsou, Irene Ntoutsi, Dirk Wollherr, Costas S. Tzafestas, Hans-Peter Kriegel: Revealing Cluster Formation over Huge Volatile Robotic Data. ICDM Workshops 2011: 450-457

Franz Graf, Hans-Peter Kriegel, Michael Weiler: Robust segmentation of relevant regions in low depth of field images. ICIP 2011: 2861-2864

Maximilian Nickel, Volker Tresp, Hans-Peter Kriegel: A Three-Way Model for Collective Learning on Multi-Relational Data. ICML 2011: 809-816

Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Sebastian Pölsterl, Alexander Cavallaro: 2D Image Registration in CT Images Using Radial Image Descriptors. MICCAI (2) 2011: 607-614

Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek: Interpreting and Unifying Outlier Scores. SDM 2011: 13-24

Alexander Cavallaro, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma: Region of Interest Queries in CT Scans. SSTD 2011: 56-73

Anna Follmann, Mario A. Nascimento, Andreas Züfle, Matthias Renz, Peer Kröger, Hans-Peter Kriegel: Continuous Probabilistic Count Queries in Wireless Sensor Networks. SSTD 2011: 279-296

Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Shiming Zhang, Andreas Züfle: Inverse Queries for Multidimensional Spaces. SSTD 2011: 330-347

Thomas Bernecker, Michael E. Houle, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Erich Schubert, Arthur Zimek: Quality of Similarity Rankings in Time Series. SSTD 2011: 422-440

Hans-Peter Kriegel, Matthias Schubert, Andreas Züfle: Managing and Mining Multiplayer Online Games. SSTD 2011: 441-444

Franz Graf, Hans-Peter Kriegel, Matthias Renz, Matthias Schubert: MARiO: Multi-Attribute Routing in Open Street Map. SSTD 2011: 486-490

Thomas Bernecker, Hans-Peter Kriegel, Peer Kröger, Matthias Renz: TiP: Analyzing Periodic Time Series Patterns. SSTD 2011: 491-495

Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Johannes Senner, Andreas Züfle: A Visual Evaluation Framework for Spatial Pruning Methods. SSTD 2011: 507-511

Elke Achtert, Ahmed Hettab, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek: Spatial Outlier Detection: Data, Algorithms, Visualizations. SSTD 2011: 512-516

Thomas Bernecker, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle: Continuous Inverse Ranking Queries in Uncertain Streams. SSDBM 2011: 37-54

Hans-Peter Kriegel, Peer Kröger, Irene Ntoutsi, Arthur Zimek: Density Based Subspace Clustering over Dynamic Data. SSDBM 2011: 387-404

Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle: A Novel Probabilistic Pruning Approach to Speed Up Similarity Queries in Uncertain Databases. CoRR abs/1101.2613 (2011)

Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Shiming Zhang, Andreas Züfle: Inverse Queries For Multidimensional Spaces. CoRR abs/1103.0172 (2011)

Franz Graf, Hans-Peter Kriegel, Matthias Schubert: Maximum Gain Round Trips with Cost Constraints. CoRR abs/1105.0830 (2011)

Johannes Aßfalg, Jing Gong, Hans-Peter Kriegel, Alexey Pryakhin, Tiandi Wei, Arthur Zimek: Investigating a Correlation between Subcellular Localization and Fold of Proteins. J. UCS 16(5): 604-621 (2010)

Matthias Renz, Reynold Cheng, Hans-Peter Kriegel, Andreas Züfle, Thomas Bernecker: Similarity Search and Mining in Uncertain Databases. PVLDB 3(2): 1653-1654 (2010)

Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt: Discriminative frequent subgraph mining with optimality guarantees. Statistical Analysis and Data Mining 3(5): 302-318 (2010)

Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Matthias Schubert: Metric spaces in data mining: applications to clustering. SIGSPATIAL Special 2(2): 36-39 (2010)

Thomas Bernecker, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle: Scalable Probabilistic Similarity Ranking in Uncertain Databases. IEEE Trans. Knowl. Data Eng. 22(9): 1234-1246 (2010)

Markus Bundschus, Anna Bauer-Mehren, Volker Tresp, Laura Inés Furlong, Hans-Peter Kriegel: Digging for knowledge with information extraction: a case study on human gene-disease associations. CIKM 2010: 1845-1848

Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma: On the impact of flash SSDs on spatial indexing. DaMoN 2010: 3-8

Elke Achtert, Hans-Peter Kriegel, Lisa Reichert, Erich Schubert, Remigius Wojdanowski, Arthur Zimek: Visual Evaluation of Outlier Detection Models. DASFAA (2) 2010: 396-399

Kyoji Kawagoe, Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Arthur Zimek, Andreas Züfle: Similarity Search in Time Series of Dynamical Model-based Systems. DEXA Workshops 2010: 110-114

Johannes Niedermayer, Mario A. Nascimento, Matthias Renz, Peer Kröger, Hans-Peter Kriegel: Exploiting local node cache in top-k queries within wireless sensor networks. GIS 2010: 434-437

Franz Graf, Hans-Peter Kriegel, Matthias Renz, Matthias Schubert: Memory-efficient A*-search using sparse embeddings. GIS 2010: 462-465

Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Naixin Xu, Andreas Züfle: Reverse k-Nearest Neighbor monitoring on mobile objects. GIS 2010: 494-497

Thomas Bernecker, Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Erich Schubert, Arthur Zimek: Subspace similarity search using the ideas of ranking and top-k retrieval. ICDE Workshops 2010: 4-9

Hans-Peter Kriegel, Matthias Renz, Matthias Schubert: Route skyline queries: A multi-preference path planning approach. ICDE 2010: 261-272

Hans-Peter Kriegel, Peer Kröger, Matthias Renz: Techniques for efficiently searching in spatial, temporal, spatio-temporal, and multimedia databases. ICDE 2010: 1218-1219

Yi Huang, Volker Tresp, Markus Bundschus, Achim Rettinger, Hans-Peter Kriegel: Multivariate Prediction for Learning on the Semantic Web. ILP 2010: 92-104

Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle: Boosting spatial pruning: on optimal pruning of MBRs. SIGMOD Conference 2010: 39-50

Franz Graf, Hans-Peter Kriegel, Matthias Renz, Matthias Schubert: PAROS: pareto optimal route selection. SIGMOD Conference 2010: 1199-1202

Hans-Peter Kriegel, Peer Kröger, Christiaan Hendrikus van der Meijden, Henriette Obermaier, Joris Peters, Matthias Renz: Towards Archaeo-informatics: Scientific Data Management for Archaeobiology. SSDBM 2010: 169-177

Michael E. Houle, Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek: Can Shared-Neighbor Distances Defeat the Curse of Dimensionality? SSDBM 2010: 482-500

Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma: Optimizing All-Nearest-Neighbor Queries with Trigonometric Pruning. SSDBM 2010: 501-518

Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma: Similarity Estimation Using Bayes Ensembles. SSDBM 2010: 537-554

Thomas Bernecker, Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Erich Schubert, Arthur Zimek: Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces. SSDBM 2010: 555-564

Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Florian Verhein, Andreas Züfle: Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases (Technical Report). CoRR abs/1008.2300 (2010)

Johannes Aßfalg, Jing Gong, Hans-Peter Kriegel, Alexey Pryakhin, Tiandi Wei, Arthur Zimek: Supervised Ensembles of Prediction Methods for Subcellular Localization. J. Bioinformatics and Computational Biology 7(2): 269-285 (2009)

Gabriela Moise, Arthur Zimek, Peer Kröger, Hans-Peter Kriegel, Jörg Sander: Subspace and projected clustering: experimental evaluation and analysis. Knowl. Inf. Syst. 21(3): 299-326 (2009)

Hans-Peter Kriegel, Peer Kröger, Arthur Zimek: Clustering high-dimensional data: A survey on subspace clustering, pattern-based clustering, and correlation clustering. TKDD 3(1) (2009)

Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek: LoOP: local outlier probabilities. CIKM 2009: 1649-1652

Hans-Peter Kriegel, Peer Kröger, Henriette Obermaier, Joris Peters, Matthias Renz, Christiaan Hendrikus van der Meijden: OSSOBOOK: database and knowledgemanagement techniques for archaeozoology. CIKM 2009: 2091-2092

Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Andreas Züfle: Probabilistic Ranking in Uncertain Vector Spaces. DASFAA Workshops 2009: 122-136

Johannes Aßfalg, Thomas Bernecker, Hans-Peter Kriegel, Peer Kröger, Matthias Renz: Periodic Pattern Analysis in Time Series Databases. DASFAA 2009: 354-368

Hans-Peter Kriegel, Peer Kröger, Matthias Renz: Techniques for Efficiently Searching in Spatial, Temporal, Spatio-temporal, and Multimedia Databases. DASFAA 2009: 780-783

Elke Achtert, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle: Reverse k-nearest neighbor search in dynamic and general metric databases. EDBT 2009: 886-897

Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle: Constrained reverse nearest neighbor search on mobile objects. GIS 2009: 197-206

Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle, Alexander Katzdobler: Incremental Reverse Nearest Neighbor Ranking. ICDE 2009: 1560-1567

Markus Bundschus, Shipeng Yu, Volker Tresp, Achim Rettinger, Mathäus Dejori, Hans-Peter Kriegel: Hierarchical Bayesian Models for Collaborative Tagging Systems. ICDM 2009: 728-733

Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Florian Verhein, Andreas Züfle: Probabilistic frequent itemset mining in uncertain databases. KDD 2009: 119-128

Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Andreas Züfle: Hot Item Detection in Uncertain Data. PAKDD 2009: 673-680

Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek: Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data. PAKDD 2009: 831-838

Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt: Near-optimal Supervised Feature Selection among Frequent Subgraphs. SDM 2009: 1075-1086

Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle: Incremental Reverse Nearest Neighbor Ranking in Vector Spaces. SSTD 2009: 265-282

Elke Achtert, Thomas Bernecker, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek: ELKI in Time: ELKI 0.2 for the Performance Evaluation of Distance Measures for Time Series. SSTD 2009: 436-440

Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Matthias Renz: Probabilistic Similarity Search for Uncertain Time Series. SSDBM 2009: 435-443

Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle, Alexander Katzdobler: Reverse k-Nearest Neighbor Search Based on Aggregate Point Access Methods. SSDBM 2009: 444-460

Hans-Peter Kriegel, Matthias Schubert: KDD Pipeline. Encyclopedia of Database Systems 2009: 1586-1587

Thomas Bernecker, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle: Scalable Probabilistic Similarity Ranking in Uncertain Databases (Technical Report). CoRR abs/0907.2868 (2009)

Markus Bundschus, Mathäus Dejori, Martin Stetter, Volker Tresp, Hans-Peter Kriegel: Extraction of semantic biomedical relations from text using conditional random fields. BMC Bioinformatics 9 (2008)

Hans-Peter Kriegel, Peer Kröger, Arthur Zimek: Detecting clusters in moderate-to-high dimensional data: subspace clustering, pattern-based clustering, and correlation clustering. PVLDB 1(2): 1528-1529 (2008)

Johannes Aßfalg, Jing Gong, Hans-Peter Kriegel, Alexey Pryakhin, Tiandi Wei, Arthur Zimek: Supervised Ensembles of Prediction Methods for Subcellular Localization. APBC 2008: 29-38

Hans-Peter Kriegel, Peer Kröger, Alexey Pryakhin, Matthias Renz, Andrew Zherdin: Approximate Clustering of Time Series Using Compact Model-Based Descriptions. DASFAA 2008: 364-379

Johannes Aßfalg, Michael Kats, Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin: Index-Supported Similarity Search Using Multiple Representations. DASFAA 2008: 504-511

Hans-Peter Kriegel, Peer Kröger, Alexey Pryakhin, Matthias Renz: Analysis of Time Series Using Compact Model-Based Descriptions. DASFAA 2008: 698-701

Hans-Peter Kriegel, Peer Kröger, Matthias Renz: Continuous proximity monitoring in road networks. GIS 2008: 12

Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin, Matthias Schubert: MUSE: Multi-Represented Similarity Estimation. ICDE 2008: 1340-1342

Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Matthias Renz, Tim Schmidt: Efficient Query Processing in Large Traffic Networks. ICDE 2008: 1451-1453

Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz: T-Time: Threshold-Based Data Mining on Time Series. ICDE 2008: 1620-1623

Christian Hübler, Hans-Peter Kriegel, Karsten M. Borgwardt, Zoubin Ghahramani: Metropolis Algorithms for Representative Subgraph Sampling. ICDM 2008: 283-292

Hans-Peter Kriegel, Matthias Schubert, Arthur Zimek: Angle-based outlier detection in high-dimensional data. KDD 2008: 444-452

Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz: Similarity Search in Multimedia Time Series Data Using Amplitude-Level Features. MMM 2008: 123-133

Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin, Matthias Schubert: Distribution-Based Similarity for Multi-represented Multimedia Objects. MMM 2008: 155-164

Hans-Peter Kriegel, Matthias Renz, Matthias Schubert, Andreas Züfle: Statistical Density Prediction in Traffic Networks. SDM 2008: 692-703

Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Tim Schmidt: Hierarchical Graph Embedding for Efficient Query Processing in Very Large Traffic Networks. SSDBM 2008: 150-167

Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek: A General Framework for Increasing the Robustness of PCA-Based Correlation Clustering Algorithms. SSDBM 2008: 418-435

Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz: ProUD: Probabilistic Ranking in Uncertain Databases. SSDBM 2008: 558-565

Elke Achtert, Hans-Peter Kriegel, Arthur Zimek: ELKI: A Software System for Evaluation of Subspace Clustering Algorithms. SSDBM 2008: 580-585

Daniel A. Keim, Benjamin Bustos, Stefan Berchtold, Hans-Peter Kriegel: Indexing, X-Tree. Encyclopedia of GIS 2008: 543-547

Hans-Peter Kriegel, Peter Kunath, Matthias Renz: R*-Tree. Encyclopedia of GIS 2008: 987-992

Hans-Peter Kriegel, Karsten M. Borgwardt, Peer Kröger, Alexey Pryakhin, Matthias Schubert, Arthur Zimek: Future trends in data mining. Data Min. Knowl. Discov. 15(1): 87-97 (2007)

Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Ina Müller-Gorman, Arthur Zimek: Detection and Visualization of Subspace Cluster Hierarchies. DASFAA 2007: 152-163

Hans-Peter Kriegel, Peter Kunath, Matthias Renz: Probabilistic Nearest-Neighbor Query on Uncertain Objects. DASFAA 2007: 337-348

Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz: Interval-Focused Similarity Search in Time Series Databases. DASFAA 2007: 586-597

Huaien Gao, Rudolf Sollacher, Hans-Peter Kriegel: Spiral Recurrent Neural Network for Online Learning. ESANN 2007: 483-488

Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Matthias Renz, Tim Schmidt: Proximity queries in large traffic networks. GIS 2007: 21

Otmar Hilliges, Peter Kunath, Alexey Pryakhin, Andreas Butz, Hans-Peter Kriegel: Browsing and Sorting Digital Pictures Using Automatic Image Classification and Quality Analysis. HCI (3) 2007: 882-891

Karsten M. Borgwardt, Tobias Petri, S. V. N. Vishwanathan, Hans-Peter Kriegel: An Efficient Sampling Scheme For Comparison of Large Graphs. MLG 2007

Zhao Xu, Volker Tresp, Shipeng Yu, Kai Yu, Hans-Peter Kriegel: Fast Inference in Infinite Hidden Relational Models. MLG 2007

Johannes Aßfalg, Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert: Multi-represented Classification Based on Confidence Estimation. PAKDD 2007: 23-34

Karsten M. Borgwardt, Hans-Peter Kriegel: Graph Kernels For Disease Outcome Prediction From Protein-Protein Interaction Networks. Pacific Symposium on Biocomputing 2007: 4-15

Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek: Robust, Complete, and Efficient Correlation Clustering. SDM 2007

Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Matthias Renz: Generalizing the Optimality of Multi-step k -Nearest Neighbor Query Processing. SSTD 2007: 75-92

Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek: On Exploring Complex Relationships of Correlation Clusters. SSDBM 2007: 7

Elke Achtert, Christian Böhm, Stefan Brecheisen, Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin, Matthias Renz, Matthias Schubert: Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken. Datenbank-Spektrum 19: 32-39 (2006)

Stefan Brecheisen, Hans-Peter Kriegel, Martin Pfeifle: Multi-step density-based clustering. Knowl. Inf. Syst. 9(3): 284-308 (2006)

Karin Kailing, Hans-Peter Kriegel, Martin Pfeifle, Stefan Schönauer: Extending metric index structures for efficient range query processing. Knowl. Inf. Syst. 10(2): 211-227 (2006)

Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel: Multi-Output Regularized Feature Projection. IEEE Trans. Knowl. Data Eng. 18(12): 1600-1613 (2006)

Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz: Semi-Supervised Threshold Queries on Pharmacogenomics Time Sequences. APBC 2006: 307-316

Johannes Aßfalg, Karsten M. Borgwardt, Hans-Peter Kriegel: 3DString: a feature string kernel for 3D object classification on voxelized data. CIKM 2006: 198-207

Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz: Probabilistic Similarity Join on Uncertain Data. DASFAA 2006: 295-309

Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel: Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures. ECML 2006: 841-848

Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz: Similarity Search on Time Series Based on Threshold Queries. EDBT 2006: 276-294

Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz: TQuEST: Threshold Query Execution for Large Sets of Time Series. EDBT 2006: 1147-1150

Stefan Brecheisen, Hans-Peter Kriegel, Matthias Schubert, Michael Gruber: VICO: Visualizing Connected Object Orderings. EDBT 2006: 1151-1154

Stefan Brecheisen, Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin, Florian Vorberger: MUSCLE: Music Classification Engine with User Feedback. EDBT 2006: 1164-1167

Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz: Threshold Similarity Queries in Large Time Series Databases. ICDE 2006: 149

Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz: ViEWNet: Visual Exploration of Region-Wide Traffic Networks. ICDE 2006: 166

Karsten M. Borgwardt, Hans-Peter Kriegel, Peter Wackersreuther: Pattern Mining in Frequent Dynamic Subgraphs. ICDM 2006: 818-822

Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert, Arthur Zimek: COSMIC: Conceptually Specified Multi-Instance Clusters. ICDM 2006: 917-921

Stefan Brecheisen, Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin: Hierarchical Genre Classification for Large Music Collections. ICME 2006: 1385-1388

Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel: Collaborative ordinal regression. ICML 2006: 1089-1096

Karsten M. Borgwardt, Arthur Gretton, Malte J. Rasch, Hans-Peter Kriegel, Bernhard Schölkopf, Alexander J. Smola: Integrating structured biological data by Kernel Maximum Mean Discrepancy. ISMB (Supplement of Bioinformatics) 2006: 49-57

Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek: Deriving quantitative models for correlation clusters. KDD 2006: 4-13

Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel, Mingrui Wu: Supervised probabilistic principal component analysis. KDD 2006: 464-473

Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin: Effective similarity search in multimedia databases using multiple representations. MMM 2006

Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert: An EM-Approach for Clustering Multi-Instance Objects. PAKDD 2006: 139-148

Elke Achtert, Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert: Clustering Multi-represented Objects Using Combination Trees. PAKDD 2006: 174-178

Stefan Brecheisen, Hans-Peter Kriegel, Martin Pfeifle: Parallel Density-Based Clustering of Complex Objects. PAKDD 2006: 179-188

Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Ina Müller-Gorman, Arthur Zimek: Finding Hierarchies of Subspace Clusters. PKDD 2006: 446-453

Karsten M. Borgwardt, S. V. N. Vishwanathan, Hans-Peter Kriegel: Class Prediction from Time Series Gene Expression Profiles Using Dynamical Systems Kernels. Pacific Symposium on Biocomputing 2006: 547-558

Hans-Peter Kriegel, Matthias Schubert: Advanced Prototype Machines: Exploring Prototypes for Classification. SDM 2006

Karsten M. Borgwardt, Sebastian Böttger, Hans-Peter Kriegel: VGM: visual graph mining. SIGMOD Conference 2006: 733-735

Hans-Peter Kriegel, Peer Kröger, Matthias Schubert, Ziyue Zhu: Efficient Query Processing in Arbitrary Subspaces Using Vector Approximations. SSDBM 2006: 184-190

Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz: Time Series Analysis Using the Concept of Adaptable Threshold Similarity. SSDBM 2006: 251-260

Zhao Xu, Volker Tresp, Kai Yu, Hans-Peter Kriegel: Infinite Hidden Relational Models. UAI 2006

Hans-Peter Kriegel, Martin Pfeifle, Marco Pötke, Thomas Seidl, Jost Enderle: Object-Relational Spatial Indexing. Spatial Databases 2005: 49-80

Hans-Peter Kriegel, Martin Pfeifle: Measuring the Quality of Approximated Clusterings. BTW 2005: 415-424

Stefan Brecheisen, Hans-Peter Kriegel, Martin Pfeifle: Efficient Similarity Search on Vector Sets. BTW 2005: 425-443

Hans-Peter Kriegel, Martin Pfeifle: Efficient and effective server-sided distributed clustering. CIKM 2005: 339-340

Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert: Multi-represented kNN-Classification for Large Class Sets. DASFAA 2005: 511-522

Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz: Distributed Intersection Join of Complex Interval Sequences. DASFAA 2005: 748-760

Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger: Online Hierarchical Clustering in a Data Warehouse Environment. ICDM 2005: 10-17

Karsten M. Borgwardt, Hans-Peter Kriegel: Shortest-Path Kernels on Graphs. ICDM 2005: 74-81

Yi Huang, Kai Yu, Matthias Schubert, Shipeng Yu, Volker Tresp, Hans-Peter Kriegel: Hierarchy-Regularized Latent Semantic Indexing. ICDM 2005: 178-185

Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Sebastian H. R. Wurst: A Generic Framework for Efficient Subspace Clustering of High-Dimensional Data. ICDM 2005: 250-257

Hans-Peter Kriegel, Peer Kröger, Alexey Pryakhin, Matthias Schubert: Effective and Efficient Distributed Model-Based Clustering. ICDM 2005: 258-265

Hans-Peter Kriegel, Martin Pfeifle: Hierarchical Density-Based Clustering of Uncertain Data. ICDM 2005: 689-692

Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz: Efficient Join Processing for Complex Rasterized Objects. ICEIS 2005: 20-30

Zhao Xu, Volker Tresp, Kai Yu, Shipeng Yu, Hans-Peter Kriegel: Dirichlet enhanced relational learning. ICML 2005: 1004-1011

Karsten M. Borgwardt, Cheng Soon Ong, Stefan Schönauer, S. V. N. Vishwanathan, Alexander J. Smola, Hans-Peter Kriegel: Protein function prediction via graph kernels. ISMB (Supplement of Bioinformatics) 2005: 47-56

Hans-Peter Kriegel, Martin Pfeifle: Density-based clustering of uncertain data. KDD 2005: 672-677

Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz: Database Support for Haptic Exploration in Very Large Virtual Environments. MMM 2005: 352-357

Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz: Approximated Clustering of Distributed High-Dimensional Data. PAKDD 2005: 432-441

Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel: A Probabilistic Clustering-Projection Model for Discrete Data. PKDD 2005: 417-428

Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Petra Linhart: Selectivity Estimation of High Dimensional Window Queries via Clustering. SSTD 2005: 1-18

Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Marco Pötke: Accurate and Efficient Similarity Search on 3D Objects Using Point Sampling, Redundancy, and Proportionality. SSTD 2005: 200-217

Hans-Peter Kriegel, Martin Pfeifle: Clustering Moving Objects via Medoid Clusterings. SSDBM 2005: 153-162

Hans-Peter Kriegel, Martin Pfeifle: Fuzzy Decomposition of Spatially Extended Objects. SSDBM 2005: 293-296

Christian Böhm, Karin Kailing, Peer Kröger, Hans-Peter Kriegel: Immer größere und komplexere Datenmengen: Herausforderungen für Clustering-Algorithmen. Datenbank-Spektrum 9: 11-17 (2004)

Stefan Brecheisen, Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz: Der virtualle Prototyp: Datenbankunterstützung für CAD-Anwendungen. Datenbank-Spektrum 10(9): 22-29 (2004)

Hans-Peter Kriegel, Martin Pfeifle, Stefan Schönauer: Similarity Search in Biological and Engineering Databases. IEEE Data Eng. Bull. 27(4): 37-44 (2004)

Kai Yu, Anton Schwaighofer, Volker Tresp, Xiaowei Xu, Hans-Peter Kriegel: Probabilistic Memory-Based Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 16(1): 56-69 (2004)

Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz: Statistic Driven Acceleration of Object-Relational Space-Partitioning Index Structures. DASFAA 2004: 169-183

Hans-Peter Kriegel, Martin Pfeifle, Marco Pötke, Thomas Seidl: A Cost Model for Spatial Intersection Queries on RI-Trees. DASFAA 2004: 331-338

Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz: Effective Decompositioning of Complex Spatial Objects into Intervals. Databases and Applications 2004: 19-24

Hans-Peter Kriegel, Matthias Schubert: Classification of Websites as Sets of Feature Vectors. Databases and Applications 2004: 127-132

Eshref Januzaj, Hans-Peter Kriegel, Martin Pfeifle: A Quality Measure for Distributed Clustering. Databases and Applications 2004: 133-138

Eshref Januzaj, Hans-Peter Kriegel, Martin Pfeifle: DBDC: Density Based Distributed Clustering. EDBT 2004: 88-105

Karin Kailing, Hans-Peter Kriegel, Stefan Schönauer, Thomas Seidl: Efficient Similarity Search for Hierarchical Data in Large Databases. EDBT 2004: 676-693

Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz: Object-relational management of complex geographical objects. GIS 2004: 109-117

Karin Kailing, Hans-Peter Kriegel, Stefan Schönauer, Thomas Seidl: Efficient Similarity Search in Large Databases of Tree Structured Objects. ICDE 2004: 835

Stefan Brecheisen, Hans-Peter Kriegel, Peer Kröger, Martin Pfeifle, Maximilian Viermetz, Marco Pötke: BOSS: Browsing OPTICS-Plots for Similarity Search. ICDE 2004: 858

Christian Baumgartner, Claudia Plant, Karin Kailing, Hans-Peter Kriegel, Peer Kröger: Subspace Selection for Clustering High-Dimensional Data. ICDM 2004: 11-18

Christian Böhm, Karin Kailing, Hans-Peter Kriegel, Peer Kröger: Density Connected Clustering with Local Subspace Preferences. ICDM 2004: 27-34

Stefan Brecheisen, Hans-Peter Kriegel, Martin Pfeifle: Efficient Density-Based Clustering of Complex Objects. ICDM 2004: 43-50

Karin Kailing, Hans-Peter Kriegel, Stefan Schönauer: Content-Based Image Retrieval Using Multiple Representations. KES 2004: 982-988

Karin Kailing, Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert: Clustering Multi-represented Objects with Noise. PAKDD 2004: 394-403

Eshref Januzaj, Hans-Peter Kriegel, Martin Pfeifle: Scalable Density-Based Distributed Clustering. PKDD 2004: 231-244

Stefan Brecheisen, Hans-Peter Kriegel, Peer Kröger, Martin Pfeifle: Visually Mining through Cluster Hierarchies. SDM 2004

Hans-Peter Kriegel, Peer Kröger, Alexey Pryakhin, Matthias Schubert: Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects. SDM 2004

Peer Kröger, Hans-Peter Kriegel, Karin Kailing: Density-Connected Subspace Clustering for High-Dimensional Data. SDM 2004

Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz: Efficient Query Processing on Relational Data-Partitioning Index Structures. SSDBM 2004: 119-122

Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz: Spatial Join for High-Resolution Objects. SSDBM 2004: 151-160

Martin Ester, Hans-Peter Kriegel, Matthias Schubert: Accurate and Efficient Crawling for Relevant Websites. VLDB 2004: 396-407

Kai Yu, Xiaowei Xu, Martin Ester, Hans-Peter Kriegel: Feature Weighting and Instance Selection for Collaborative Filtering: An Information-Theoretic Approach*. Knowl. Inf. Syst. 5(2): 201-224 (2003)

Hans-Peter Kriegel, Martin Pfeifle, Marco Pötke, Matthias Renz, Thomas Seidl: Spatial Data Management for Virtual Product Development. Computer Science in Perspective 2003: 216-230

Hans-Peter Kriegel, Martin Pfeifle, Marco Pötke, Thomas Seidl: The Paradigm of Relational Indexing: a Survey. BTW 2003: 285-304

Hans-Peter Kriegel, Martin Pfeifle, Marco Pötke, Thomas Seidl: Spatial Query Processing for High Resolutions. DASFAA 2003: 17-26

Hans-Peter Kriegel, Peer Kröger, Zahi Mashael, Martin Pfeifle, Marco Pötke, Thomas Seidl: Effective Similarity Search on Voxelized CAD Object. DASFAA 2003: 27-36

Hans-Peter Kriegel, Peer Kröger, Irina Gotlibovich: Incremental OPTICS: Efficient Computation of Updates in a Hierarchical Cluster Ordering. DaWaK 2003: 224-233

Hans-Peter Kriegel, Stefan Schönauer: Similarity Search in Structured Data. DaWaK 2003: 309-319

Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz: Efficient Query Processing on the Relational Quadtree. GeoInfo 2003

Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz, Petra-Maria Strauß: Stochastic Driven Relational R-Tree. GeoInfo 2003

Kai Yu, Wei-Ying Ma, Volker Tresp, Zhao Xu, Xiaofei He, HongJiang Zhang, Hans-Peter Kriegel: Knowing a tree from the forest: art image retrieval using a society of profiles. ACM Multimedia 2003: 622-631

Karin Kailing, Hans-Peter Kriegel, Peer Kröger, Stefanie Wanka: Ranking Interesting Subspaces for Clustering High Dimensional Data. PKDD 2003: 241-252

Hans-Peter Kriegel, Stefan Brecheisen, Peer Kröger, Martin Pfeifle, Matthias Schubert: Using Sets of Feature Vectors for Similarity Search on Voxelized CAD Objects. SIGMOD Conference 2003: 587-598

Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz: Acceleration of Relational Index Structures Based on Statistics. SSDBM 2003: 258-261

Christian Böhm, Hans-Peter Kriegel: Optimale Dimensionswahl bei der Bearbeitung des Similarity Join. Inform., Forsch. Entwickl. 17(2): 68-76 (2002)

Christian Böhm, Hans-Peter Kriegel, Thomas Seidl: Combining Approximation Techniques and Vector Quantization for Adaptable Similarity Search. J. Intell. Inf. Syst. 19(2): 207-230 (2002)

Kai Yu, Xiaowei Xu, Anton Schwaighofer, Volker Tresp, Hans-Peter Kriegel: Removing redundancy and inconsistency in memory-based collaborative filtering. CIKM 2002: 52-59

Christian Böhm, Florian Krebs, Hans-Peter Kriegel: Optimal Dimension Order: A Generic Technique for the Similarity Join. DaWaK 2002: 135-149

Martin Ester, Hans-Peter Kriegel, Matthias Schubert: Web site mining: a new way to spot competitors, customers and suppliers in the world wide web. KDD 2002: 249-258

Kai Yu, Xiaowei Xu, Jianjua Tao, Martin Ester, Hans-Peter Kriegel: Instance Selection Techniques for Memory-based Collaborative Filtering. SDM 2002

Hans-Peter Kriegel, Martin Pfeifle, Marco Pötke, Thomas Seidl: A Cost Model for Interval Intersection Queries on RI-Trees. SSDBM 2002: 131-141

Bernhard Braunmüller, Martin Ester, Hans-Peter Kriegel, Jörg Sander: Multiple Similarity Queries: A Basic DBMS Operation for Mining in Metric Databases. IEEE Trans. Knowl. Data Eng. 13(1): 79-95 (2001)

Kai Yu, Xiaowei Xu, Martin Ester, Hans-Peter Kriegel: Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering. CIKM 2001: 239-246

Christian Böhm, Hans-Peter Kriegel: Determining the Convex Hull in Large Multidimensional Databases. DaWaK 2001: 294-306

Christian Böhm, Hans-Peter Kriegel, Thomas Seidl: Adaptable Similarity Search Using Vector Quantization. DaWaK 2001: 317-327

Hans-Peter Kriegel, Andreas Müller, Marco Pötke, Thomas Seidl: DIVE: Database Integration for Virtual Engineering. ICDE Demo Sessions 2001: 15-16

Christian Böhm, Hans-Peter Kriegel: A Cost Model and Index Architecture for the Similarity Join. ICDE 2001: 411-420

Stefan Berchtold, Christian Böhm, Daniel A. Keim, Florian Krebs, Hans-Peter Kriegel: On Optimizing Nearest Neighbor Queries in High-Dimensional Data Spaces. ICDT 2001: 435-449

Markus M. Breunig, Hans-Peter Kriegel, Peer Kröger, Jörg Sander: Data Bubbles: Quality Preserving Performance Boosting for Hierarchical Clustering. SIGMOD Conference 2001: 79-90

Christian Böhm, Bernhard Braunmüller, Florian Krebs, Hans-Peter Kriegel: Epsilon Grid Order: An Algorithm for the Similarity Join on Massive High-Dimensional Data. SIGMOD Conference 2001: 379-388

Hans-Peter Kriegel, Andreas Müller, Marco Pötke, Thomas Seidl: Spatial Data Management for Computer Aided Design. SIGMOD Conference 2001: 614

Hans-Peter Kriegel, Marco Pötke, Thomas Seidl: Interval Sequences: An Object-Relational Approach to Manage Spatial Data. SSTD 2001: 481-501

Hans-Peter Kriegel, Marco Pötke, Thomas Seidl: Object-Relational Indexing for General Interval Relationships. SSTD 2001: 522-542

Remco C. Veltkamp, Hans Burkhardt, Hans-Peter Kriegel (Eds.): State-of-the-Art in Content-Based Image and Video Retrieval [Dagstuhl Seminar, 5-10 December 1999]. Kluwer 2001, isbn 1-4020-0109-6

Martin Ester, Alexander Frommelt, Hans-Peter Kriegel, Jörg Sander: Spatial Data Mining: Database Primitives, Algorithms and Efficient DBMS Support. Data Min. Knowl. Discov. 4(2/3): 193-216 (2000)

Christian Böhm, Stefan Berchtold, Hans-Peter Kriegel, Urs Michel: Multidimensional Index Structures in Relational Databases. J. Intell. Inf. Syst. 15(1): 51-70 (2000)

Stefan Berchtold, Daniel A. Keim, Hans-Peter Kriegel, Thomas Seidl: Indexing the Solution Space: A New Technique for Nearest Neighbor Search in High-Dimensional Space. IEEE Trans. Knowl. Data Eng. 12(1): 45-57 (2000)

Christian Böhm, Bernhard Braunmüller, Hans-Peter Kriegel, Matthias Schubert: Efficient Similarity Search in Digital Libraries. ADL 2000: 193-199

Christian Böhm, Bernhard Braunmüller, Markus M. Breunig, Hans-Peter Kriegel: High Performance Clustering Based on the Similarity Join. CIKM 2000: 298-305

Stefan Berchtold, Christian Böhm, Daniel A. Keim, Hans-Peter Kriegel, Xiaowei Xu: Optimal Multidimensional Query Processing Using Tree Striping. DaWaK 2000: 244-257

Christian Böhm, Bernhard Braunmüller, Hans-Peter Kriegel: The Pruning Power: Theory and Heuristics for Mining Databases with Multiple k-Nearest-Neighbor Queries. DaWaK 2000: 372-381

Christian Böhm, Hans-Peter Kriegel: Dynamically Optimizing High-Dimensional Index Structures. EDBT 2000: 36-50

Bernhard Braunmüller, Martin Ester, Hans-Peter Kriegel, Jörg Sander: Efficiently Supporting Multiple Similarity Queries for Mining in Metric Databases. ICDE 2000: 256-267

Martin Ester, Jörn Kohlhammer, Hans-Peter Kriegel: The DC-Tree: A Fully Dynamic Index Structure for Data Warehouses. ICDE 2000: 379-388

Stefan Berchtold, Christian Böhm, H. V. Jagadish, Hans-Peter Kriegel, Jörg Sander: Independent Quantization: An Index Compression Technique for High-Dimensional Data Spaces. ICDE 2000: 577-588

Mihael Ankerst, Martin Ester, Hans-Peter Kriegel: Towards an effective cooperation of the user and the computer for classification. KDD 2000: 179-188

Markus M. Breunig, Hans-Peter Kriegel, Jörg Sander: Fast Hierarchical Clustering Based on Compressed Data and OPTICS. PKDD 2000: 232-242

Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng, Jörg Sander: LOF: Identifying Density-Based Local Outliers. SIGMOD Conference 2000: 93-104

Hans-Peter Kriegel, Marco Pötke, Thomas Seidl: Managing Intervals Efficiently in Object-Relational Databases. VLDB 2000: 407-418

Xiaowei Xu, Jochen Jäger, Hans-Peter Kriegel: A Fast Parallel Clustering Algorithm for Large Spatial Databases. Data Min. Knowl. Discov. 3(3): 263-290 (1999)

Mihael Ankerst, Christian Elsen, Martin Ester, Hans-Peter Kriegel: Perception-Based Classification. Informatica (Slovenia) 23(4) (1999)

Rolf Backofen, François Bry, Peter Clote, Hans-Peter Kriegel, Thomas Seidl, Klaus U. Schulz: Bioinformatik - Aktuelles Schlagwort. Informatik Spektrum 22(5): 376-378 (1999)

Martin Ester, Stefan Grundlach, Hans-Peter Kriegel, Jörg Sander: Database Primitives for Spatial Data Mining. BTW 1999: 137-150

Martin Ester, Hans-Peter Kriegel, Jörg Sander: Knowledge Discovery in Spatial Databases. DAGM-Symposium 1999: 1-14

Thomas Seidl, Hans-Peter Kriegel: Adaptable Similarity Search in Large Image Databases. State-of-the-Art in Content-Based Image and Video Retrieval 1999: 297-317

Christian Böhm, Hans-Peter Kriegel: Efficient Bulk Loading of Large High-Dimensional Indexes. DaWaK 1999: 251-260

Stefan Berchtold, Christian Böhm, Hans-Peter Kriegel, Urs Michel: Implementation of Multidimensional Index Structures for Knowledge Discovery in Relational Databases. DaWaK 1999: 261-270

Mihael Ankerst, Gabi Kastenmüller, Hans-Peter Kriegel, Thomas Seidl: Nearest Neighbor Classification in 3D Protein Databases. ISMB 1999: 34-43

Mihael Ankerst, Christian Elsen, Martin Ester, Hans-Peter Kriegel: Visual Classification: An Interactive Approach to Decision Tree Construction. KDD 1999: 392-396

Martin Ester, Hans-Peter Kriegel, Jörg Sander: Knowledge Discovery in Spatial Databases. KI 1999: 61-74

Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng, Jörg Sander: OPTICS-OF: Identifying Local Outliers. PKDD 1999: 262-270

Mihael Ankerst, Markus M. Breunig, Hans-Peter Kriegel, Jörg Sander: OPTICS: Ordering Points To Identify the Clustering Structure. SIGMOD Conference 1999: 49-60

Christian Böhm, Gerald Klump, Hans-Peter Kriegel: XZ-Ordering: A Space-Filling Curve for Objects with Spatial Extension. SSD 1999: 75-90

Mihael Ankerst, Gabi Kastenmüller, Hans-Peter Kriegel, Thomas Seidl: 3D Shape Histograms for Similarity Search and Classification in Spatial Databases. SSD 1999: 207-226

Jörg Sander, Martin Ester, Hans-Peter Kriegel, Xiaowei Xu: Density-Based Clustering in Spatial Databases: The Algorithm GDBSCAN and Its Applications. Data Min. Knowl. Discov. 2(2): 169-194 (1998)

Hans-Peter Kriegel, Thomas Seidl: Approximation-Based Similarity Search for 3-D Surface Segments. GeoInformatica 2(2): 113-147 (1998)

Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu: Clustering for Mining in Large Spatial Databases. KI 12(1): 18-24 (1998)

Mihael Ankerst, Hans-Peter Kriegel, Thomas Seidl: A Multistep Approach for Shape Similarity Search in Image Databases. IEEE Trans. Knowl. Data Eng. 10(6): 996-1004 (1998)

Stefan Berchtold, Christian Böhm, Hans-Peter Kriegel: Improving the Query Performance of High-Dimensional Index Structures by Bulk-Load Operations. EDBT 1998: 216-230

Thomas Seidl, Gabi Kastenmüller, Hans-Peter Kriegel: Similarity Search in 3D Protein Databases. German Conference on Bioinformatics 1998

Stefan Berchtold, Bernhard Ertl, Daniel A. Keim, Hans-Peter Kriegel, Thomas Seidl: Fast Nearest Neighbor Search in High-Dimensional Space. ICDE 1998: 209-218

Xiaowei Xu, Martin Ester, Hans-Peter Kriegel, Jörg Sander: A Distribution-Based Clustering Algorithm for Mining in Large Spatial Databases. ICDE 1998: 324-331

Martin Ester, Alexander Frommelt, Hans-Peter Kriegel, Jörg Sander: Algorithms for Characterization and Trend Detection in Spatial Databases. KDD 1998: 44-50

Stefan Berchtold, Hans-Peter Kriegel, Marco Pötke: Database Support for Concurrent Digital Mock-up. PROLAMAT 1998: 499-510

Stefan Berchtold, Christian Böhm, Hans-Peter Kriegel: The Pyramid-Technique: Towards Breaking the Curse of Dimensionality. SIGMOD Conference 1998: 142-153

Thomas Seidl, Hans-Peter Kriegel: Optimal Multi-Step k-Nearest Neighbor Search. SIGMOD Conference 1998: 154-165

Mihael Ankerst, Bernhard Braunmüller, Hans-Peter Kriegel, Thomas Seidl: Improving Adaptable Similarity Query Processing by Using Approximations. VLDB 1998: 206-217

Martin Ester, Hans-Peter Kriegel, Jörg Sander, Michael Wimmer, Xiaowei Xu: Incremental Clustering for Mining in a Data Warehousing Environment. VLDB 1998: 323-333

Stefan Berchtold, Daniel A. Keim, Hans-Peter Kriegel: Using Extended Feature Objects for Partial Similarity Retrieval. VLDB J. 6(4): 333-348 (1997)

Stefan Berchtold, Daniel A. Keim, Hans-Peter Kriegel: Section Coding: Ein Verfahren zur Ähnlichkeitssuche in CAD-Datenbanken. BTW 1997: 152-171

Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu: Density-Connected Sets and their Application for Trend Detection in Spatial Databases. KDD 1997: 10-15

Stefan Berchtold, Christian Böhm, Daniel A. Keim, Hans-Peter Kriegel: A Cost Model For Nearest Neighbor Search in High-Dimensional Data Space. PODS 1997: 78-86

Stefan Berchtold, Christian Böhm, Bernhard Braunmüller, Daniel A. Keim, Hans-Peter Kriegel: Fast Parallel Similarity Search in Multimedia Databases. SIGMOD Conference 1997: 1-12

Stefan Berchtold, Hans-Peter Kriegel: S3: Similarity Search in CAD Database Systems. SIGMOD Conference 1997: 564-567

Hans-Peter Kriegel, Thomas Schmidt, Thomas Seidl: 3D Similarity Search by Shape Approximation. SSD 1997: 11-28

Martin Ester, Hans-Peter Kriegel, Jörg Sander: Spatial Data Mining: A Database Approach. SSD 1997: 47-66

Thomas Seidl, Hans-Peter Kriegel: Efficient User-Adaptable Similarity Search in Large Multimedia Databases. VLDB 1997: 506-515

Daniel A. Keim, Hans-Peter Kriegel: Visualization Techniques for Mining Large Databases: A Comparison. IEEE Trans. Knowl. Data Eng. 8(6): 923-938 (1996)

Martin Ester, Hans-Peter Kriegel, Stefan Wirth: Feature Based Classification of Protein Docking Sites: An Algorithm for Large Databases and Experimental Results. German Conference on Bioinformatics 1996: 193-196

Thomas Brinkhoff, Hans-Peter Kriegel, Bernhard Seeger: Parallel Processing of Spatial Joins Using R-trees. ICDE 1996: 258-265

Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu: A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise. KDD 1996: 226-231

Stefan Berchtold, Daniel A. Keim, Hans-Peter Kriegel: The X-tree : An Index Structure for High-Dimensional Data. VLDB 1996: 28-39

Daniel A. Keim, Hans-Peter Kriegel: Visualisierungstechniken zur Exploration und Analyse sehr großer Datenbanken. BTW 1995: 262-281

Martin Ester, Hans-Peter Kriegel, Thomas Seidl, Xiaowei Xu: Formbasierte Suche nach komplementären 3D-Oberflächen in einer Protein-Datenbank. BTW 1995: 373-382

Thomas Brinkhoff, Hans-Peter Kriegel, Ralf Schneider, A. Braun: Measuring the Complexity of Polygonal Objects. ACM-GIS 1995: 109-

Thomas Seidl, Hans-Peter Kriegel: Solvent Accessible Surface Representation in a Database System for Protein Docking. ISMB 1995: 350-358

Martin Ester, Hans-Peter Kriegel, Xiaowei Xu: A Database Interface for Clustering in Large Spatial Databases. KDD 1995: 94-99

Daniel A. Keim, Hans-Peter Kriegel: VisDB: A System for Visualizing Large Databases. SIGMOD Conference 1995: 482

Martin Ester, Hans-Peter Kriegel, Xiaowei Xu: Knowledge Discovery in Large Spatial Databases: Focusing Techniques for Efficient Class Identification. SSD 1995: 67-82

Thomas Seidl, Hans-Peter Kriegel: A 3D Molecular Surface Representation Supporting Neighborhood Queries. SSD 1995: 240-258

Daniel A. Keim, Hans-Peter Kriegel: Possibilities and Limits in Visualizing Large Databases. VDB 1995: 203-214

Daniel A. Keim, Mihael Ankerst, Hans-Peter Kriegel: Recursive Pattern: A Technique for Visualizing Very Large Amounts of Data. IEEE Visualization 1995: 279-286

Daniel A. Keim, Hans-Peter Kriegel, Andreas Miethsam: Query Translation Supporting the Migration of Legacy Databases into Cooperative Information Systems. CoopIS 1994: 203-214

Daniel A. Keim, Hans-Peter Kriegel, Thomas Seidl: Supporting Data Mining of Large Databases by Visual Feedback Queries. ICDE 1994: 302-313

Thomas Brinkhoff, Hans-Peter Kriegel: Approximations for a Multi-Step Processing of Spatial Joins. IGIS 1994: 25-34

Thomas Brinkhoff, Hans-Peter Kriegel, Ralf Schneider, Bernhard Seeger: Multi-Step Processing of Spatial Joins. SIGMOD Conference 1994: 197-208

Thomas Brinkhoff, Hans-Peter Kriegel, Ralf Schneider, Bernhard Seeger: GENESYS: A System for Efficient Spatial Query Processing. SIGMOD Conference 1994: 519

Thomas Brinkhoff, Hans-Peter Kriegel: The Impact of Global Clustering on Spatial Database Systems. VLDB 1994: 168-179

Hans-Peter Kriegel, Thomas Brinkhoff, Ralf Schneider: Efficient Spatial Query Processing in Geographic Database Systems. IEEE Data Eng. Bull. 16(3): 10-15 (1993)

Hans-Peter Kriegel, Ralf Schneider, Thomas Brinkhoff: Potentials for Improving Query Processing in Spatial Database Systems (article invité). BDA 1993: 11-

Thomas Brinkhoff, Holger Horn, Hans-Peter Kriegel, Ralf Schneider: Eine Speicher- und Zugriffsarchitektur zur effizienten Anfragebearbeitung in Geo-Datenbanksystemen. BTW 1993: 356-374

Daniel A. Keim, Hans-Peter Kriegel: Using Visualization to Support Data Mining of Large Existing Databases. Workshop on Database Issues for Data Visualization 1993: 210-229

Daniel A. Keim, Hans-Peter Kriegel, Andreas Miethsam: Object-Oriented Querying of Existing Relations Databases. DEXA 1993: 325-336

Hans-Peter Kriegel, Stephan Heep, Andreas Fahldiek, Norbert Mysliwitz: Query Processing of Geometric Objects with Free Form Boundaries in Spatial Datbases. DEXA 1993: 349-360

Thomas Brinkhoff, Hans-Peter Kriegel, Ralf Schneider: Comparison of Approximations of Complex Objects Used for Approximation-based Query Processing in Spatial Database Systems. ICDE 1993: 40-49

Daniel A. Keim, Hans-Peter Kriegel, Andreas Miethsam: Integration of Relational Databases in a Multidatabase System based on Schema Enrichment. RIDE-IMS 1993: 96-104

Thomas Brinkhoff, Hans-Peter Kriegel, Bernhard Seeger: Efficient Processing of Spatial Joins Using R-Trees. SIGMOD Conference 1993: 237-246

Hans-Peter Kriegel, Stephan Heep, Andreas Fahldiek, Norbert Mysliwitz: Handling geometric objects with free form curves in spatial databases. Solid Modeling and Applications 1993: 471-472

Thomas Brinkhoff, Holger Horn, Hans-Peter Kriegel, Ralf Schneider: A Storage and Access Architecture for Efficient Query Processing in Spatial Database Systems. SSD 1993: 357-376

Michael Schiwietz, Hans-Peter Kriegel: Query Processing of Spatial Objects: Complexity versus Redundancy. SSD 1993: 377-396

Daniel A. Keim, Hans-Peter Kriegel, Thomas Seidl: Visual Feedback in Querying Large Databases. IEEE Visualization 1993: 158-165

Hans-Peter Kriegel, Thomas Brinkhoff, Ralf Schneider: The Combination of Spatial Access Methods and Computational Geometry in Geographic Database Systems. Data Structures and Efficient Algorithms 1992: 70-86

Hans-Peter Kriegel, Peter Heep, Stephan Heep, Michael Schiwietz, Ralf Schneider: A Flexible and Extensible Index Manager for Spatial Database Systems. Data Structures and Efficient Algorithms 1992: 87-103

Hans-Peter Kriegel, Holger Horn, Michael Schiwietz: The Performance of Object Decomposition Techniques for Spatial Query Processing. Data Structures and Efficient Algorithms 1992: 104-123