 |
Ludwig-Maximilians-Universität
München
Institut für Informatik
Lehr- und Forschungseinheit für Datenbanksysteme |
University
of Munich
Institute for Computer Science
Database and Information Systems |
Publikationen / Publications
2008,
2007,
2006,
2005,
2004,
2003,
2002,
2001,
2000
1999,
1998,
1997,
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1993,
1992,
1991,
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2009
Moise G., Zimek A., Kröger P., Kriegel H.-P., Sander J.: Subspace and Projected Clustering: Experimental Evaluation and Analysis, in: Knowledge and Information Systems, No. 21, Vol. 3, 2009, pp. 299-326.
EE (springerlink)
Kröger P., Zimek A.: Subspace Clustering Techniques, in: L. Liu and M. Tamer Özsu (eds.): Encyclopedia of Database Systems, 2009.
EE (springerlink)
Zimek A.: Correlation Clustering, in: SIGKDD Explorations, Vol. 11, No. 1, 2009, pp. 53-54.
EE (SIGKDD Explorations)
Kriegel H.-P., Kröger P., Schubert E., Zimek A.: LoOP: Local Outlier Probabilities, Proc. ACM 18th Conf. on Information and Knowledge Management (CIKM'09), Hong Kong, China, 2009.
Paper (pdf 573K)
Kriegel H.-P., Bernecker T., Renz M., Züfle A.: Probabilistic Join Queries in Uncertain Databases (A Survey of Join Methods for uncertain data), in: Managing and Mining Uncertain Data, Aggarwal, Charu C. (Ed.), Springer, Vol. 35, 2009, pp. 257-298.
Publisher ISBN 978-0-387-09689-6
Emrich T., Kriegel H.-P., Kröger P., Renz M., Züfle A.: Incremental Reverse Nearest Neighbor Ranking in Vector Spaces, Proc. 11th Int. Symposium on Spatial and Temporal Databases (SSTD'09), Aalborg, Denmark, 2009, 265-282.
Paper (pdf 432K)
Achtert A., Bernecker T., Kriegel H.-P., Schubert E., Zimek A.: ELKI in Time: ELKI 0.2 for the Performance Evaluation of Distance Measures for Time Series, Proc. 11th Int. Symp. on Spatial and Temporal Databases (SSTD 2009), Aalborg, Denmark, 2009, 436-440.
Paper (pdf 432K)
Kriegel H.-P., Kröger P., Renz M.: Techniques for Efficiently Searching in Spatial, Temporal, Spatio-temporal, and Multimedia Databases, Proc. 14th Int. Conf. on Database Systems for Advanced Applications (DASFAA'09), Brisbane, Australia, 2009, pp. 780-783.
Paper (pdf 90K)
Aßfalg J., Bernecker T., Kriegel H.-P., Kröger P., Renz M.: Periodic Pattern Analysis in Time Series Databases, Proc. 14th Int. Conf. on Database Systems for Advanced Applications (DASFAA'09), Brisbane, Australia, 2009, pp. 354-368.
Paper (pdf 795K)
Achtert E., Kriegel H.-P., Kröger P., Renz M., Züfle A.: Reverse k-nearest neighbor search in dynamic and general metric databases, Proc. 12th Int. Conf. on Extending Database Technology (EDBT'09), Saint-Petersburg, Russia, 2009, pp. 886-897.
Paper (pdf 571K)
Kriegel H.-P., Kröger P., Renz M., Züfle A., Katzdobler A.: Incremental Reverse Nearest Neighbor Ranking, Proc. 25th Int. Conf. on Data Engineering (ICDE'09), Shanghai, China, 2009, pp. 1560-1567.
Paper (pdf 479K)
Bernecker T., Kriegel H.-P., Renz M., Züfle A.: Probabilistic Ranking in Uncertain Vector Spaces, Proc. 2nd Int. Workshop on Managing Data Quality in Collaborative Information Systems (MCIS'09), Brisbane, Australia, 2009.
Paper (pdf 354K)
Kriegel H.-P., Kröger P., Renz M., Züfle A., Katzdobler A.: Reverse k-Nearest Neighbor Search based on Aggregate Point Access Methods, Proc. 21st Int. Conf. on Scientific and Statistical Database Management (SSDBM'09), New Orleans, LA, 2009, pp. 444-460.
Paper (pdf 487K)
Aßfalg J., Kriegel H.-P., Kröger P., Renz M.: Probabilistic Similarity Search for Uncertain Time Series, Proc. 21st Int. Conf. on Scientific and Statistical Database Management (SSDBM'09), New Orleans, LA, 2009, pp. 435-443.
Paper (pdf 206K)
Bernecker T., Kriegel H.-P., Renz M., Verhein F., Züfle A.: Probabilistic Frequent Itemset Mining in Uncertain Databases, Proc. 15th ACM SIGKDD Conf. on Knowledge Discovery and Data Mining (KDD'09), Paris, France, 2009, pp. 119-128.
Paper (pdf 881K)
Thoma M., Cheng H., Gretton A., Han J., Kriegel H.-P., Smola A., Song L., Yu P. S., Yan X., Borgwardt K.: Near-optimal supervised feature selection among frequent subgraphs, Proc. 9th SIAM Conf. on Data Mining (SDM 2009), Sparks, NV, 2009, pp. 1075-1087.
Paper (pdf 287K)
Kriegel H.-P., Kröger P., Zimek A.: Clustering High-Dimensional Data: A Survey on Subspace Clustering, Pattern-based Clustering, and Correlation Clustering, in: ACM Transactions on Knowledge Discovery from Data (TKDD), Vol. 3, Issue 1, Article No. 1, 2009, pp. 1-58.
EE (ACM)
Bernecker T., Kriegel H.-P., Renz M., Züfle A.: Hot Item Detection in Uncertain Data, Proc. 13th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'09), Bangkok, Thailand, 2009, pp. 673-680.
Paper (pdf 334K)
Kriegel H.-P., Kröger P., Schubert E., Zimek A.: Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data, Proc. 13th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD 2009), Bangkok, Thailand, 2009, pp. 831-838.
Paper (pdf 313K)
Kriegel H.-P., Kröger P., Zimek A.: Outlier Detection Techniques, (Tutorial), 13th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD 2009), Bangkok, Thailand, 2009.
Slides (pdf 104K)
Aßfalg J., Gong J., Kriegel H.-P.,Pryakhin A., Wei T., Zimek A.: Supervised Ensembles of Prediction Methods for Subcellular Localization, in: Journal of Bioinformatics and Computational Biology (JBCB), Vol. 7, Issue 2, (April 2009), 2009, pp. 269-285.
EE (World Scientific),
prediction server
2008
Bundschus M., Dejori M., Stetter M., Tresp V., Kriegel H.-P.: Extraction of semantic biomedical relations from text using conditional random fields, in: BMC Bioinformatics, Vol. 9, 2008.
BMC
Kriegel H.-P., Kunath P., Renz M.: R*-Tree, in: Encyclopedia of GIS, Springer, 2008, pp. 987-992.
Springer
Keim D. A., Bustos B., Berchtold S., Kriegel H.-P.: Indexing, X-Tree, in: Encyclopedia of GIS, Springer, 2008, pp. 543-547.
Springer
Hübler C., Kriegel H.-P., Borgwardt K. M., Ghahramani Z.: Metropolis Algorithms for Representative Subgraph Sampling, Proc. 8th IEEE Int. Conf. on Data Mining (ICDM'08), Pisa, Italy, 2008, pp. 283-292.
IEEE
Kriegel H.-P., Kröger P., Renz M.: Continuous Proximity Monitoring in Road Networks, Proc. 16th ACM SIGSPATIAL Int. Symposium on Advances in Geographic Information Systems (GIS'08), Irvine, CA, 2008, paper no. 12.
Paper (pdf 392K)
Borgwardt K., Yan X., Thoma M., Cheng H., Gretton A., Song L., Smola A., Han J., Yu P. S., Kriegel H.-P.: Combining near-optimal feature selection with gSpan, Proc. 6th Int. Workshop on Mining and Learning with Graphs (MLG'08), Helsinki, Finland, 2008.
Paper (pdf 144K)
Kriegel H.-P., Kröger P., Zimek A.: Detecting Clusters in Moderate-to-high Dimensional Data: Subspace Clustering, Pattern-based Clustering, Correlation Clustering, (Tutorial), 34th Int. Conf. on Very Large Databases (VLDB 2008), Auckland, New Zealand, 2008.
Slides (pdf 1.4M),
EE (VLDB endowment)
Kriegel H.-P., Kröger P., Zimek A.: Detecting Clusters in Moderate-to-high Dimensional Data: Subspace Clustering, Pattern-based Clustering, Correlation Clustering, (Tutorial), 14th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD 2008), Las Vegas, NV, 2008.
Slides (pdf 1.4M)
Achtert E., Böhm C., David J., Kröger P., Zimek A.: Global Correlation Clustering Based on the Hough Transform, in: Statistical Analysis and Data Mining, Vol. 1, No. 3, November 2008, pp. 111-127, DOI: 10.1002/sam.10012, 2008.
Paper (Wiley InterScience)
Kriegel H.-P., Renz M., Schubert M., Züfle A.: Statistical Density Prediction in Traffic Networks, Proc. 8th SIAM Conf. on Data Mining (SDM 2008), Atlanta, GA, 2008, pp. 692-703.
Paper (pdf 1.03M)
Kriegel H.-P., Schubert M., Zimek A.: Angle-Based Outlier Detection, Proc. 14th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'08), Las Vegas, NV, 2008, pp. 444-452.
Paper (pdf 1.3M)
Achtert E., Kriegel H.-P., Zimek A.: ELKI: A Software System for Evaluation of Subspace Clustering Algorithms, Proc. 20th Int. Conf. on Scientific and Statistical Database Management (SSDBM'08), Hong Kong, China, 2008, pp. 580-585.
Paper (pdf 81K)
Kriegel H.-P., Kröger P., Schubert E., Zimek A.: A General Framework for Increasing the Robustness of PCA-based Correlation Clustering Algorithms, Proc. 20th Int. Conf. on Scientific and Statistical Database Management (SSDBM'08), Hong Kong, China, 2008, pp. 418-435.
Paper (pdf 255K)
Kriegel H.-P., Kröger P., Renz M., Schmidt T.: Hierarchical Graph Embedding for Efficient Query Processing in Very Large Traffic Networks, Proc. 20th Int. Conf. on Scientific and Statistical Database Management (SSDBM'08), Hong Kong, China, 2008, pp. 150-167.
Paper (pdf 1.3M)
Bernecker T., Kriegel H.-P., Renz M.: ProUD: Probabilistic Ranking in Uncertain Databases, Proc. 20th Int. Conf. on Scientific and Statistical Database Management (SSDBM'08), Hong Kong, China, 2008, pp. 558-565.
Paper (pdf 1.3M)
Kriegel H.-P., Kröger P., Zimek A.: Detecting Clusters in Moderate-to-high Dimensional Data: Subspace Clustering, Pattern-based Clustering, Correlation Clustering, (Tutorial), 12th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'08), Osaka, Japan, 2008.
Slides (pdf 1.4M)
Achtert E., Böhm C., David J., Kröger P., Zimek A.: Robust Clustering in Arbitrarily Oriented Subspaces, (Best Paper Honorable Mention Award), Proc. 8th Int. Conf. on Data Mining (SDM'08), Atlanta, GA, 2008, pp. 763-774.
Paper (pdf 837K)
Aßfalg J., Gong J., Kriegel H.-P., Pryakhin A., Wei T., Zimek A.: Supervised Ensembles of Prediction Methods for Subcellular Localization, Proc. 6th Asia Pacific Bioinformatics Conf. (APBC'08), Kyoto, Japan, 2008, pp. 29-38.
Paper (pdf 143K)
Kriegel H.-P., Kunath P., Pryakhin A., Schubert M.: MUSE: Multi-Represented Similarity Estimation, Proc. 24th Int. Conf. on Data Engineering (ICDE'08), Cancún, Mexico, 2008, pp. 1340-1342.
Paper (pdf 214K)
Kriegel H.-P., Kröger P., Kunath P., Renz M., Schmidt T.: Efficient Query Processing in Large Traffic Networks, Proc. 24th Int. Conf. on Data Engineering (ICDE'08), Cancún, Mexico, 2008, pp. 1451-1453.
Paper (pdf 105K)
Aßfalg J., Kriegel H.-P., Kröger P., Kunath P., Pryakhin A., Renz M.: T-Time: Threshold-Based Data Mining on Time Series, Proc. 24th Int. Conf. on Data Engineering (ICDE'08), Cancún, Mexico, 2008, pp. 1620-1623.
Paper (pdf 556K)
Kriegel H.-P., Kröger P., Pryakhin A., Renz M.: Analysis of Time Series Using Compact Model-Based Descriptions, Proc. 13th Int. Conf. on Database Systems for Advanced Applications (DASFAA'08), New Delhi, India, 2008, pp. 698-701.
Paper (pdf 313K)
Aßfalg J., Kats M., Kriegel H.-P., Kunath P., Pryakhin A.: Index-Supported Similarity Search Using Mutliple Representations, Proc. 13th Int. Conf. on Database Systems for Advanced Applications (DASFAA'08), New Delhi, India, 2008, pp. 504-511.
Paper (pdf 207K)
Kriegel H.-P., Kröger P., Pryakhin A., Renz M., Zherdin A.: Approximate Clustering of Time Series using Compact Model-based Descriptions, Proc. 13th Int. Conf. on Database Systems for Advanced Applications (DASFAA'08), New Delhi, India, 2008, pp. 364-379.
Paper (pdf 369K)
Kriegel H.-P., Kunath P., Pryakhin A., Schubert M.: Distribution-Based Similarity for Multi-Represented Multimedia Objects, Proc. 14th Int. Multimedia Modeling Conference (MMM'08), Kyoto, Japan, 2008, pp. 155-164.
Paper (pdf 281K)
Aßfalg J., Kriegel H.-P., Kröger P., Kunath P., Pryakhin A., Renz M.: Similarity Search in Multimedia Time Series Data using Amplitude-Level Features, Proc. 14th Int. MultiMedia Modeling Conf. (MMM'08), Kyoto, Japan, 2008, pp. 123-133.
Paper (pdf 234K)
2007
Kriegel H.-P., Kröger P., Zimek A.: Detecting Clusters in Moderate-to-high Dimensional Data: Subspace Clustering, Pattern-based Clustering, Correlation Clustering, (Tutorial), 7th Int. Conf. on Data Mining (ICDM'07), Omaha, NE, 2007.
Slides (pdf 2.11M)
Kriegel H.-P., Kröger P., Kunath P., Renz M., Schmidt T.: Proximity Queries in Large Traffic Networks, Proc. 15th Int. Symposium on Advances in Geographic Information Systeme (ACM GIS'07), Seattle, WA, 2007, paper no. 21.
Paper (pdf 364K)
Aßfalg J., Kriegel H.-P., Pryakhin A., Schubert M.: Multi-Represented Classification based on Confidence Estimation, Proc. 11th Pacific-Asia Conf. on Advances in Knowledge Discovery and Data Mining (PAKDD 2007), in: LNCS, Nanjing, China, 2007, pp. 23-34.
Paper (pdf 198K)
Böhm C., Kunath P., Pryakhin A., Schubert M.: Querying Objects modeled by Arbitrary Probability Distributions, Proc. 10th Int. Symp. on Spatial and Temporal Databases (SSTD'07), Boston, USA, 2007, pp. 294-311.
Paper (pdf 666K)
Kriegel H.-P., Kröger P., Kunath P., Renz M.: Generalizing the Optimality of Multi-Step k-Nearest Neighbor Query Processing, Proc. 10th Int. Symp. on Spatial and Temporal Databases (SSTD'07), Boston, USA, 2007, pp. 75-92.
Paper (pdf 315K)
Xu Z., Tresp V., Yu S., Yu K., Kriegel H.-P.: Fast Inference in Infinite Hidden Relational Models, Proc. 5th Int. Workshop on Mining and Learning with Graphs (MLG'07), Firenze, Italy, 2007.
Paper (pdf 471K)
Achtert E., Böhm C., Kriegel H.-P., Kröger P., Zimek A.: Robust, Complete, and Efficient Correlation Clustering, Proc. 7th SIAM Int. Conf. on Data Mining (SDM'07), Minneapolis, MN, 2007, pp. 413-418.
Paper (pdf 217K)
Böhm C., Kunath P., Pryakhin A., Schubert M.: Effective and Efficient Indexing for Large Video Databases, Proc. 12. GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW'07), Aachen, Germany, 2007, pp. 132-151.
Paper (pdf 502K)
Achtert E., Böhm C., Kröger P., Kunath P., Pryakhin A., Renz M.: Efficient Reverse k-Nearest Neighbor Estimation, Proc. 12. GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW'07), Aachen, Germany, 2007, pp. 344-363.
Paper (pdf 374K)
Achtert E., Böhm C., Kröger P., Kunath P., Pryakhin A., Renz M.: Efficient Reverse k-Nearest Neighbor Estimation, (extended version), in: Informatik - Forschung und Entwicklung, Vol 21, No. 3-4, 2007, pp. 179-195.
Paper (pdf 1.4M)
Borgwardt K. M., Petri T., Vishwanathan S. V. N., Kriegel H.-P.: An Efficient Sampling Scheme for Comparison of Large Graphs, Proc. 5th Int. Workshop on Mining and Learning with Graphs (MLG'07), Firenze, Italy, 2007.
Paper (pdf 374K)
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.
Springer's Open Choice
Achtert E., Böhm C., Kriegel H.-P., Kröger P., Zimek A.: On Exploring Complex Relationships of Correlation Clusters, Proc. 19th Int. Conf. on Scientific and Statistical Database Management (SSDBM'07), Banff, Canada, 2007.
Paper (pdf 357K)
Hilliges O., Kunath P., Pryakhin A., Butz A., Kriegel H.-P.: Browsing and Sorting Digital Pictures using Automatic Image Classification and Quality Analysis, Proc. 12th Int. Conf. on Human-Computer Interaction (HCII'07), Beijing, China, 2007, in: LNCS, Vol. 4552, 2007, pp. 882-891.
Achtert E., Böhm C., Kriegel H.-P., Kröger P., Müller-Gormann I., Zimek A.: Detection and Visualization of Subspace Cluster Hierarchies, Proc. 12th Int. Conf. on Database Systems for Advance Applications (DASFAA'07), Bangkok, Thailand, 2007, pp. 152-163.
Paper (pdf 239K)
Aßfalg J., Kriegel H.-P., Kröger P., Kunath P., Pryakhin A., Renz M.: Interval-focused Similarity Search in Time Series Databases, Proc. 12th Int. Conf. on Database Systems for Advance Applications (DASFAA'07), Bangkok, Thailand, 2007, pp. 586-597.
Paper (pdf 205K)
Kriegel H.-P., Kunath P., Renz M.: Probabilistic Nearest-Neighbor Query on Uncertain Objects, Proc. 12th Int. Conf. on Database Systems for Advanced Applications (DASFAA'07), Bangkok, Thailand, In: LNCS 443, 2007, pp. 337-348.
Paper (pdf 337K)
Böhm C., Gruber M., Kunath P., Pryakhin A., Schubert M.: ProVeR: Probabilistic Video Retrieval using the Gauss-Tree, (demonstration), Proc. 23rd Int. Conf. on Data Engineering (ICDE'07), Istanbul, Turkey, 2007, paper 203.
Paper (pdf 574K)
Gao H., Sollacher R., Kriegel H.-P.: Spiral Recurrent Neural Network for Online Learning, Proc. 15th European Symposium on Artificial Neural Networks (ESANN'07), Bruges, Belgium, 2007, pp. 483-488.
Paper (pdf 712K)
Vishwanathan S. V. N., Borgwardt K. M., Schraudolph N.: Fast Computation of Graph Kernels, Proc. 20th Annual Conf. on Neural Information Processing Systems (NIPS 2006), Vancouver, B.C., Canada, 2007, pp. 1449-1456.
Paper (pdf 419K)
Gretton A., Borgwardt K. M., Rasch M., Schölkopf B., Smola A.: A Kernel Method for the Two-Sample-Problem, (full oral presentation), Proc. 20th Annual Conf. on Neural Information Processing Systems (NIPS 2006), Vancouver, B.C., Canada, 2007, pp. 513-520.
Paper (pdf 357K)
Huang J., Smola A., Gretton A., Borgwardt K. M., Schölkopf B.: Correcting Sample Selection Bias by Unlabeled Data, Proc. 20th Annual Conf. on Neural Information Processing Systems (NIPS 2006), Vancouver, B.C., Canada, 2007, pp. 601-608.
Paper (pdf 386K)
Vishwanathan S. V. N., Borgwardt K. M., Schraudolph N.: Fast Computation of Graph Kernels, Proc. 20th Annual Conf. on Neural Information Processing Systems (NIPS 2006), Vancouver, B.C., Canada, 2007, pp. 1449-1456.
Paper (pdf 419K)
Gretton A., Borgwardt K. M., Rasch M., Schölkopf B., Smola A.: A Kernel Method for the Two-Sample-Problem, (full oral presentation), Proc. 20th Annual Conf. on Neural Information Processing Systems (NIPS 2006), Vancouver, B.C., Canada, 2007, pp. 513-520.
Paper (pdf 357K)
Huang J., Smola A., Gretton A., Borgwardt K. M., Schölkopf B.: Correcting Sample Selection Bias by Unlabeled Data, Proc. 20th Annual Conf. on Neural Information Processing Systems (NIPS 2006), Vancouver, B.C., Canada, 2007, pp. 601-608.
Paper (pdf 386K)
Borgwardt K. M., Vishwanathan S. V. N., Schraudolph N., Kriegel H.-P.: Graph Kernels for disease outcome prediction from protein-protein interaction, Proc. Pacific Symposium on Biocomputing (PSB'07), Wailea, Maui, 2007, pp. 4-15.
Paper (pdf 397K)
Vishwanathan S. V. N., Borgwardt K. M., Schraudolph N.: Fast Computation of Graph Kernels, Proc. 20th Annual Conf. on Neural Information Processing Systems (NIPS 2006), Vancouver, B.C., Canada, 2007, pp. 1449-1456.
Paper (pdf 419K)
Gretton A., Borgwardt K. M., Rasch M., Schölkopf B., Smola A.: A Kernel Method for the Two-Sample-Problem, (full oral presentation), Proc. 20th Annual Conf. on Neural Information Processing Systems (NIPS 2006), Vancouver, B.C., Canada, 2007, pp. 513-520.
Paper (pdf 357K)
Huang J., Smola A., Gretton A., Borgwardt K. M., Schölkopf B.: Correcting Sample Selection Bias by Unlabeled Data, Proc. 20th Annual Conf. on Neural Information Processing Systems (NIPS 2006), Vancouver, B.C., Canada, 2007, pp. 601-608.
Paper (pdf 386K)
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, 2007, pp. 94-115.
Paper (pdf 566K)
2006
Kriegel H.-P., Pryakhin A., Schubert M., Zimek A.: COSMIC: Conceptually Specified Multi-Instance Clusters, Proc. IEEE 6th Int. Conf. on Data Mining (ICDM'06), Hong Kong, China, 2006, pp. 917-921.
Paper (pdf 191K)
Kailing K., Kriegel H.-P., Pfeifle M., Schönauer S.: Extending Metric Index Structures for Efficient Range Query Processing, in: Knowledge and Information Systems (KAIS), Vol. 10, No. 2, 2006, pp. 211-227.
The original publication is available at
www.springerlink.com.
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: Datenbank-Spektrum, Vol. 6, No. 19, 2006, pp. 32-39.
Paper (pdf 855K)
Yu S., Yu K., Tresp V., Kriegel H.-P.: Multi-Output Regularized Feature Projection, in: IEEE Transactions on Knowledge and Data Engineering, Vol. 18, No. 12, 2006, pp. 1600-1613.
Abstract
Yu S., Yu K., Tresp V., Kriegel H.-P.: Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures, Proc. 17th European Conf. on Machine Learning, Berlin, Germany, in: Lecture Notes in Computer Science, Vol. 4212/2006, Springer, 2006, pp. 841-848.
Paper (pdf 419K)
Yu S., Yu K., Tresp V, Kriegel H.-P., Wu M.: Supervised Probabilistic Principal Component Analysis, Proc. 12th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, Philadelphia, PA, 2006, pp. 464-473.
Paper (pdf 377K)
Xu Z., Tresp V., Yu K., Kriegel H.-P.: Learning Infinite Hidden Relational Models, Proc. Workshop on Statistical Relational Learning (SRL 2006) at the 23rd Int. Conf. on Machine Learning (ICML 2006), Pittsburgh, PA, 2006.
Paper (pdf 320K)
Borgwardt K. M., Kriegel H.-P., Wackersreuther P.: Pattern Mining in Frequent Dynamic Subgraphs, Proc. IEEE Int. Conf. on Data Mining (ICDM'06), Hong Kong, 2006, pp. 818-822.
Paper (pdf 388K)
Achtert E., Böhm C., Kriegel H.-P., Kröger P., Müller-Gorman I., Zimek A.: Finding Hierarchies of Subspace Clusters, Proc. 10th European Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD'06), Berlin, Germany, 2006.
Paper (pdf 95K)
Achtert E., Böhm C., Kröger P., Kunath P., Pryakhin A., Renz M.: Approximate Reverse k-Nearest Neighbor Queries in General Metric Spaces, Proc. 15th ACM Conf. on Information and Knowledge Management (CIKM'06), Arlington, U.S.A., 2006, pp. 788-789.
Paper (pdf 79K)
Aßfalg J., Borgwardt K. M., Kriegel H.-P.: 3DString: A Feature String Kernel for 3D Object Classification on Voxelized Data, Proc. ACM 15th Conf. on Information and Knowledge Management (CIKM'06), Arlington, VA, 2006, pp. 198-207.
Paper (pdf 111K)
Achtert E., Böhm C., Kriegel H.-P., Kröger P., Zimek A.: Deriving Quantitative Models for Correlation Clusters, Proc. ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'06), Philadelphia, PA, 2006, pp. 4-13.
Paper (pdf 327K)
Xu Z., Tresp V., Yu K., Kriegel H.-P.: Infinite Hidden Relational Models, Proc. 22nd Conf. on Uncertainty in Artificial Intelligence (UAI'06), Cambridge, MA, 2006.
Paper (pdf 287K)
Yu S., Yu K., Tresp V., Kriegel H.-P.: Collaborative Ordinal Regression, Proc. 23rd Int. Conf. on Machine Learning (ICML'06), Pittsburgh, PA, 2006, pp. 1089-1096.
Paper (pdf 378K)
Aßfalg J., Kriegel H.-P., Kröger P., Kunath P., Pryakhin A., Renz M.: Similarity Search on Time Series based on Threshold Queries, Proc. 10th Int. Conf. on Extending Database Technology (EDBT'06), Munich, Germany, in: Lecture Notes in Computer Science (LNCS), Springer, Vol. 3896, 2006, pp. 276-294.
Paper (pdf 451K)
Aßfalg J., Kriegel H.-P., Kröger P., Kunath P., Pryakhin A., Renz M.: TQuEST: Threshold Query Execution for Large Sets of Time Series, (Demonstration), Proc. 10th Int. Conf. on Extending Database Technology (EDBT'06), Munich, Germany, in: Lecture Notes in Computer Science (LNCS), Springer, Vol. 3896, 2006, pp. 1147-1150.
Paper (pdf 554K)
Kriegel H.-P., Kunath P., Pfeifle M., Renz M.: ViEWNet: Visual Exploration of Region-Wide Traffic Networks, Proc. 22nd Int. Conf. on Data Engineering (ICDE 2006), Atlanta, GA, 2006, paper no. 166.
Paper (pdf 554K)
Brecheisen S., Kriegel H.-P., Kunath P., Pryakhin A.: Hierarchical Genre Classification for Large Music Collections, Proc. 2006 IEEE Int. Conf. on Multimedia & Expo (ICME'06), Toronto, Ontario, Canada, 2006, pp. 1385-1388.
Paper (pdf 370K)
Böhm C., Pryakhin A., Schubert M.: Probabilistic Ranking Queries on Gaussians, Proc. 18th Int. Conf. on Scientific and Statistical Database Management (SSDBM'06), Vienna, Austria, 2006, pp. 169-178.
Paper (pdf 570K)
Borgwardt K. M., Gretton A., Rasch M., Kriegel H.-P., Schölkopf B., Smola A. J.: Integrating structured biological data by Kernel Maximum Mean Discrepancy, Proc. 14th Annual Int. Conf. on Intelligent Systems for Molecular Biology (ISMB'06), Fortaleza, Brazil, 2006, in: Bioinformatikcs Vol 22, No. 14, pp. 49-57.
Abstract (pdf)
Kriegel H.-P., Kunath P., Pfeifle M., Renz M.:
Probabilistic Similarity Join on Uncertain Data. (Best Paper),
Proc. 11th Int. Conf. on Database Systems for Advanced Applications (DASFAA'06), Singapore, Singapore, 2006, pp. 295-309.
Paper (pdf 378K)
Achtert E., Böhm C., Kröger P., Kunath P., Pryakhin A., Renz M.:
Efficient Reverse k-Nearest Neighbor Search in Arbitrary Metric Spaces, Proc. ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'06), Chicago, IL, 2006, pp. 515-526.
Paper (pdf 358K)
Aßfalg J., Kriegel H.-P., Kröger P., Kunath P., Pryakhin A., Renz M.:
Time Series Analysis Using the Concept of Adaptable Threshold Similarity, Proc. 18th Int. Conf. on Scientific and Statistical Database Management (SSDBM'06), Vienna, Austria, 2006, pp. 251-260.
Paper (pdf 311K)
Achtert E., Böhm C., Kröger P., Zimek A.:
Mining Hierarchies of Correlation Clusters, Proc. 18th Int. Conf. on Scientific and Statistical Database Management (SSDBM'06), Vienna, Austria, 2006, pp. 119-128.
Paper (pdf 275K)
Kriegel H.-P., Kröger P., Schubert M., Zhu Z.:
Efficient Query Processing in Arbitrary Subspaces Using Vector Approximations, Proc. 18th Int. Conf. on Scientific and Statistical Database Management (SSDBM'06), Vienna, Austria, 2006, pp. 184-190.
Paper (pdf 94K)
Baumgartner C., Böhm C., Baumgartner D., Marini G., Weinberger K., Olgemöller B., Liebl B., Roscher A. A.:
Supervised machine learning techniques for the classification of metabolic disorders in newborns, in: Haux R., Kulikowski C. (eds.) IMIA Yearbook of Medical Informatics, 2006.
Borgwardt K. M., Boettger S., Kriegel H.-P.:
VGM: Visual Graph Mining, demo paper, Proc. ACM SIGMOD Int. Conference on Management of Data, Chicago, ILL, 2006, pp. 733-735.
Vishwanathan S.V., Borgwardt K. M., Guttman O., Smola A. J.: Kernel
Extrapolation, in: Neurocomputing, Vol. 6, Issues 7-9, March 2006, pp. 721-729.
Paper (pdf)
Borgwardt K. M., Vishwanathan S. V., Kriegel H.-P.: Class
prediction from time series gene expression profiles using dynamical
systems kernels, Proc. Pacific Symp. on Biocomputing (PSB), Maui, Hawaii, 2006, pp. 547-558.
Paper (pdf 148K)
Kriegel H.-P., Kröger P., Pfeifle M., Brecheisen S., Pötke
M., Schubert M., Seidl T.: Similarity Search for Voxelized CAD
Objects, in: Zongmin Ma (ed.): Database Modeling for Industrial
Data Management:
Emerging Technologies and Applications, Hershey, PA, Idea Group Inc,
2006, pp. 115-147.
Publisher,
ISBN 1-59140-684-6 (hardcover), ISBN 1-59140-685-4 (softcover), ISBN 1-59140-686-2 (ebook).
Brecheisen S., Kriegel H.-P., Pfeifle M.: Multi-Step
Density-Based Clustering, in: Knowledge and
Information Systems (KAIS), Vol. 9, No. 3, 2006.
The original publication is available at
www.springerlink.com.
Paper (pdf 719K)
Kriegel H.-P., Kröger P., Kunath P., Pryakhin A.: Effective
Similarity Search in Multimedia Databases using Multiple Representations, Proc. 12nd IEEE Int. Multi Media Modeling Conf. (MMM'06), Beijing,
China, 2006, pp. 389-393.
Paper (pdf 173K)
Aßfalg J., Kriegel H.-P., Kröger P., Kunath P., Pryakhin A., Renz R.: Threshold Similarity Queries in Large Time Series Databases, Proc. 22nd IEEE Int. Conf. on Data Engineering (ICDE'06), Atlanta, GA, 2006.
Paper (pdf K)
Aßfalg J., Kriegel H.-P., Kröger P., Kunath P., Pryakhin A., Renz M.: Semi-Supervised Threshold Queries on Pharmacogenomics
Time Sequences, Proc. 4th Asia Pacific Bioinformatics Conference (APBC'06), Taipei, Taiwan, 2006, pp. 307-316.
Paper (pdf 298K)
Achtert E., Böhm C., Kröger P.: DeLiClu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking, Proc. 10th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'06), Singapore, 2006, pp. 119-128.
Paper (pdf 282K)
Brecheisen S., Kriegel H.-P., Pfeifle M.: Parallel Density-Based Clustering of Complex Objects, Proc. 10th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'06), Singapore, 2006, in: Lecture Notes in Artificial Intelligence (LNAI), Springer, Vol. 3918, pp. 179-188, 2006.
Paper (pdf 285K)
Brecheisen S., Kriegel H.-P., Kunath P., Pryakhin A., Vorberger F.: MUSCLE: Music Classification Engine with User Feedback, Demonstration, 10th Int. Conf. on Extending Database Technology (EDBT'06), Munich, Germany, in: Lecture Notes in Computer Science (LNCS), Springer, Vol. 3896, pp. 1164-1167, 2006.
Paper (pdf 233K)
Kriegel H.-P, Pryakhin A., Schubert M.: An EM-Approach for
Clustering Multi-Instance Objects, Proc. 10th Pacific-Asia
Conf. on Knowledge Discovery and Data Mining (PAKDD 2006), Singapore,
2006.
Paper (pdf 383K)
Achtert E., Kriegel H.-P., Pryakhin A., Schubert M.: Clustering
Multi-Represented Objects Using Combination Trees ,
Proc. 10th Pacific-Asia Conf. on Knowledge Discovery and Data
Mining (PAKDD 2006), Singapore, 2006.
Paper (pdf 358K)
Kriegel H.-P., Schubert M.: Advanced Prototype Machines: Exploring Prototypes for Classification, in Proc. 6th SIAM Conf. on Data Mining (SDM 06), Bethesda, MD, 2006, pp. 176-187.
Paper (pdf 526K)
Brecheisen S., Gruber M., Kriegel H.-P., Schubert M.: VICO:
Visualizing Connected Object Orderings,
Demonstration, 10th Int. Conf. on Extending Database Technology (EDBT
2006), Munich, Germany, in: Lecture Notes in Computer Science (LNCS), Springer, Vol. 3896, pp. 1151-1154, 2006.
Paper (pdf 146K)
Böhm C., Pryakhin A., Schubert M.: The Gauss-Tree:
Efficient Object Identification of Probabilistic Feature Vectors, Proc. 22nd Int. Conf. on Data Engineering (ICDE'06), Atlanta, GA, 2006.
Paper (pdf 558K)
2005
Kriegel H.-P., Pfeifle M., Pötke M., Seidl T., Enderle J.:
Object-Relational Spatial Indexing,
in: Manolopoulos Y., Papadopoulos A., Vassilakopoulos M. (eds.): Spatial Databases: Technologies, Techniques and Trends, Idea Group Inc. 49-80, 2005.
Kriegel H.-P., Pfeifle M.:
Efficient and effective server-sided distributed clustering,
Proc. 14th Int. Conf. on Information and Knowlege Management (CIKM'05), Bremen, Germany, 2005, pp. 339-340.
Achtert E., Böhm C., Kriegel H.-P., Kröger P.:
Online Hierarchical Clustering in a Data Warehouse Environment,
Proc. 5th IEEE Int. Conf. on Data Mining (ICDM'05), Houston, TX, 2005,
pp. 10-17.
Paper (pdf 224K)
Kriegel H.-P., Kröger P., Renz M., Wurst S.: A Generic Framework for Efficient Subspace Clustering of High-Dimensional Data, Proc. 5th IEEE Int. Conf. on Data Mining (ICDM'05), Houston, TX, 2005, pp. 250-257.
Paper (pdf 210K)
Kriegel H.-P., Kröger P., Pryakhin A., Schubert M.: Effective and Efficient Distributed Model-based Clustering, Proc. 5th IEEE Int. Conf. on Data Mining (ICDM'05), Houston, TX, 2005, pp. 258-265.
Paper (pdf 214K)
Huang Y., Yu K., Schubert M., Yu S., Kriegel H.-P.: Hierarchy-Regularized Latent Semantic Indexing, Proc. 5th IEEE Int. Conf. on Data Mining (ICDM'05), Houston, TX, 2005, pp. 178-185.
Paper (pdf 274K)
Borgwardt K., Kriegel H.-P.:
Shortest-path kernels on graphs, Proc. 5th IEEE Int. Conf. on Data Mining (ICDM'05), Houston, TX, 2005, pp. 74-81.
Paper (pdf 290K)
Kriegel H.-P., Pfeifle M.: Hierarchical Density-Based Clustering of Uncertain Data, Proc. 5th IEEE Int. Conf. on Data Mining (ICDM'05), Houston, TX, 2005,pp. 689-692.
Paper (pdf 204K)
Achtert E., Kriegel H.-P., Pryakhin A., Schubert M.: Hierarchical Density-Based Clustering for Multi-Represented Objects, Workshop on Mining Complex Data (MCD 2005), 5th Int. Conf. on Data Mining, Houston, TX, 2005.
Paper (pdf 617K)
Xu Z., Tresp V., Yu K., Yu S., Kriegel H.-P.:
Dirichlet Enhanced Relational Learning,
Proc. 22nd Int. Conf. on Machine Learning (ICML'05), Bonn, Germany, 2005, pp. 1004-1011.
Paper (pdf 546K)
Yu S., Yu K., Tresp V., Kriegel H.-P.: A Probabilistic Clustering-Projection Model for Discrete Data, best paper runner-up, Proc. 9th European Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD'05), Porto, Portugal, 2005, pp. 417-428.
Paper (pdf 327K)
Aßfalg J., Kriegel H.-P., Kröger P., Pötke M.:
Accurate and Efficient Similarity Search on 3D Objects Using
Point Sampling, Redundancy and Proportionality, Proc. 9th Int.
Symp. on Spatial and Temporal Databases (SSTD'05), Angra dos Reis,
Brazil, 2005, pp. 200-217.
Paper (pdf 574K)
Kriegel H.-P., Pfeifle M.: Density-based clustering of uncertain data, Proc. 11th Int. Conf. on Knowledge Discovery and Data Mining (KDD'05), Chicago, IL, 2005, pp. 672-677.
Paper (pdf 653K)
Böhm C., Kriegel H.-P., Kröger P., Linhart P.:
Selectivity Estimation of High Dimensional Window Queries Via
Clustering, Proc. 9th Int. Symp. on Spatial and Temporal
Databases (SSTD'05), Angra dos Reis, Brazil, 2005, pp. 1-18.
Paper (pdf 278K)
Borgwardt K. M., Kriegel H.-P.: Kernel Methods for Protein Function Prediction, short review, Proc. ISMB-satellite "Automated Function Prediction" (AFP 2005), Detroit, MI, 2005.
Paper (pdf 594K)
Borgwardt K. M., Ong C. S., Schönauer S., Vishwanathan S. V. N., Smola A. J., Kriegel H.-P.: Protein Function Prediction via Graph Kernels , Proc. "Intelligent Systems in Molecular Biology" (ISMB 2005), Detroit, MI, 2005, pp. 47-56.
Paper pdf
Borgwardt K. M., Guttman O., Vishwanathan S. V. N., Smola A. J.: Joint Regularization, Proc. "European Symp. on Artificial Neural Networks" (ESANN 2005), Brügge, Belgium, 2005.
Paper (pdf 306K)
Kriegel H.-P., Kunath P., Pfeifle M., Renz M.: Efficient Join Processing for Complex Rasterized Objects, Proc. 7th Int. Conf. on Enterprise Information Systems (ICEIS'05), Miami, USA, 2005, Vol. V, pp. 20-30.
Paper (pdf 187K)
Kriegel H.-P., Kunath P., Pfeifle M., Renz M.: Distributed Intersection Join of Complex Interval Sequences, Proc. 10th Int. Conf. on Database Systems for Advanced Applications (DASFAA'05), Bejing, China, 2005, pp. 748-760.
Paper (pdf 368K)
Kriegel H.-P., Pryakhin A., Schubert M.:
Multi-represented kNN-Classification for Large Class Sets,
Proc. 10th Int. Conf. on Database Systems for Advanced Applications
(DASFAA'05), Bejing, China, 2005, pp. 511-522.
Paper (pdf 350K)
Kriegel H.-P., Kunath P., Pfeifle M., Renz M.:
Approximated Clustering of Distributed High-Dimensional Data,
Proc. 9th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'05), Hanoi, Vietnam, 2005, in: Lecture Notes in Computer Science, Springer, Vol. 3518, 2005, pp. 432-441.
Paper (pdf 97K)
Kriegel H.-P., Kunath P., Pfeifle M., Renz M.:
Database Support for Haptic Exploration in Very Large Virtual
Environments, Proc. 11th Int. MultiMedia Modeling Conf. (MMM'05), Melbourne, Australia, 2005, pp. 352-357.
Paper (pdf 285K)
Kriegel H.-P., Pfeifle M.: Fuzzy Decomposition of Spatially Extended Objects, Proc. 17th Int. Conf. on Scientific and Statistical Database Management
(SSDBM'05), Santa Barbara, CA, 2005, pp. 293-296.
Paper (pdf 266K)
Kriegel H.-P., Pfeifle M.:
Clustering Moving Objects via Medoid Clusterings,
Proc. 17th Int. Conf on Scientific and Statistical Database Management
(SSDBM'05), Santa Barbara, CA, 2005, pp. 153-162.
Paper (pdf 485K)
Kriegel H.-P., Pfeifle M.:
Measuring the Quality of Approximated Clusterings,
Proc. 11. GI-Fachtagung für Datenbanksysteme in
Business, Technologie und Web (BTW'05), Karlsruhe, Germany, 2005, pp.
415-424.
Paper (pdf 281K)
Brecheisen S., Kriegel H.-P., Pfeifle M.:
Efficient Similarity Search on Vector Sets,
Proc. 11. GI-Fachtagung für Datenbanksysteme in
Business, Technologie und Web (BTW'05), Karlsruhe, Germany, 2005, pp.
425-443.
Paper (pdf 192K)
Baumgartner C., Gautsch K., Böhm C., Felber S.:
Functional cluster analysis of CT perfusion maps: A new tool for
diagnosis of acute stroke?, in J. Digit Imaging, Vol. 18, 2005, pp. 219-226.
Baumgartner C., Böhm C., Baumgartner D.:
Modelling of classification rules on metabolic patterns including
machine learning and expert knowledge, in J. Biomed Inform., Vol. 38, 2005, pp. 89-98.
2004
Brecheisen S., Kriegel H.-P., Pfeifle M.:
Efficient Density-Based Clustering of Complex Objects,
Proc. 4th IEEE Int. Conf. on Data Mining (ICDM'04), Brighton, UK, 2004,
pp. 43-50.
Paper (pdf 114K)
Baumgartner C., Baumgartner D., Böhm C.:
Modelling of classification rules on metabolic patterns including
machine learning and expert knowledge,
(Abstract + poster), Bioinformatics 2004, Linköping, Sweden, 2004.
Baumgartner C., Böhm C., Baumgartner D., Marini G., Weinberger K.,
Olgemöller B., Liebl B., Roscher A.A.:
Supervised machine learning techniques for the classification of
metabolic disorders in newborns,
Proc. Bioinformatics 2004, Linköping, Sweden, Vol. 20, No. 17,
2004, pp. 2985-2996.
Kriegel H.-P., Pfeifle M., Schönauer S.:
Similarity Search in Biological and Engineering Databases,
IEEE Data Engineering Bulletin, Vol. 27, No. 4, 2004, pp. 37-44.
Paper (pdf 126K)
Kriegel H.-P., Kunath P., Pfeifle M., Renz M.: Object-Relational
Management of Complex Geographical Objects, 12th Int. Workshop
on Geographic Information Systems (ACM-GIS 2004), Washington DC, USA,
2004, pp. 109-117.
Paper (pdf 178K)
Kriegel H.-P., Kunath P., Pfeifle M., Renz M.: Efficient
Query Processing on Relational Data-Partitioning Index Structures,
16th Int. Conf. on Scientific and Statistical Database Management
(SSDBM 2004), Santorini Island, Greece, 2004, pp. 119-122.
Paper (pdf 65K)
Kriegel H.-P., Kunath P., Pfeifle M., Renz M.: Spatial Join for
High-Resolution Objects, 16th Int. Conf. on Scientific and
Statistical Database Management (SSDBM 2004), Santorini Island, Greece,
2004, pp. 151-160.
Paper (pdf 218K)
Januzaj E., Kriegel H.-P., Pfeifle M.:
Scalable Density-Based Distributed Clustering, Proc. 8th
European Conf. on Principles and Practice of Knowledge Discovery in
Databases (PKDD'04), Pisa, Italy, 2004, in: Lectures Notes in Computer
Science, Springer, Vol. 3202, 2004, pp. 231-244.
Paper (pdf 216K)
Brecheisen S., Kriegel H.-P., Kunath P., Pfeifle M.:
Der virtuelle Prototyp: Datenbankunterstützung für
CAD-Anwendungen, in: Datenbank-Spektrum, Vol. 4, No. 10, 2004, pp.
22-29.
Paper (pdf 511K)
Baumgartner C., Kailing K., Kriegel H.-P., Kröger P., Plant C.:
Subspace Selection for Clustering High-Dimensional Data,
Proc. 4th IEEE Int. Conf. on Data Mining
(ICDM'04), Brighton, UK, 2004, pp. 11-18.
Paper (pdf
333K)
Böhm C., Kailing K., Kriegel H.-P., Kröger P.:
Density Connected Clustering with Local Subspace Preferences,
Proc. 4th IEEE Int. Conf. on Data Mining
(ICDM'04), Brighton, UK, 2004, pp. 27-34.
Paper (pdf 276K)
Kailing K., Kriegel H.-P., Pfeifle M., Schönauer S.:
Efficient Indexing of Complex Objects for Density-based
Clustering, Proc. 5th Int. Workshop on Multimedia Data Mining
(MDM/KDD), Seattle, WA, 2004, pp. 28-37.
Paper (pdf 427K)
Kailing K., Kriegel H.-P., Schönauer S.: Content-Based Image Retrieval Using Multiple Representations, Proc. 8th Int. Conf. on Knowledge-Based Intelligent Information and Engineering Systems (KES'04), Wellington, New Zealand, LNAI 3214, 2004, pp. 982-988.
Paper (pdf 406K)
Ester M., Kriegel H.-P., Schubert M.:
Accurate and Efficient Crawling for Relevant Websites,
Proc. 30th Int. Conf. on Very Large Databases (VLDB'04), Toronto,
Canada, 2004, pp. 396-407.
Paper (pdf 450K)
Böhm C., Kailing K., Kröger P., Kriegel H.-P.: Immer
größere und komplexere Datenmengen: Herausforderungen
für Clustering-Algorithmen, in: Datenbank-Spektrum, Vol.
4, No. 9, 2004, pp. 11-17.
Paper (pdf 241K)
Kailing K., Kriegel H.-P., Pryakhin A., Schubert M.: Clustering Multi-Represented Objects with Noise, Proc. 8th Pacific-Asia Conf. on
Knowledge Discovery and Data Mining (PAKDD'04), Sydney, Australia,
2004, pp. 394-403.
Paper (pdf 702K)
Böhm C., Kailing K., Kröger P., Zimek A.: Computing Clusters of Correlation Connected Objects, Proc. ACM SIGMOD Int. Conf. on Management of Data, Paris, France, 2004, pp. 455-466.
Paper (pdf 813K)
Schubert M., Pryakhin A., Kröger P., Kriegel H.-P.: Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects, Proc. SIAM Int. Conf. on Data Mining (SDM'04), Lake Buena Vista, FL, 2004, pp. 102-114.
Paper (pdf 347K)
Kröger P., Kriegel H.-P., Kailing K.: Density-Connected Subspace Clustering for High-Dimensional Data, Proc. SIAM Int. Conf. on Data Mining (SDM'04), Lake Buena Vista, FL, 2004, pp. 246-257.
Paper (pdf 341K)
Brecheisen S., Kriegel H.-P., Kröger P., Pfeifle M.: Visually
Mining Through Cluster Hierarchies, Proc. SIAM Int. Conf. on
Data Mining (SDM'04), Lake Buena Vista, FL, 2004, pp. 400-412.
Paper (pdf 753K)
Baumgartner C., Baumgartner D.,
Böhm C.: Classification on high dimensional metabolic data:
Phenylketonuria as an example, Proc. 2nd Int. Conf. on
Biomedical Engineering (BioMED 2004), Innsbruck, Austria, 2004, pp.
357-360.
Januzaj E., Kriegel H.-P., Pfeifle M.: A Quality Measure for
Distributed Clustering, Proc. IASTED Int. Conf.
on Databases and Applications (DBA 2004), Innsbruck, Austria, 2004, pp. 133-138.
Paper (pdf 374K)
Januzaj E., Kriegel H.-P., Pfeifle M.: DBDC: Density Based
Distributed Clustering, Proc. 9th Int. Conf. on
Extending Database Technology (EDBT 2004), Heraklion, Greece, 2004, pp.
88-105.
Paper (pdf 429K)
Kriegel H.-P., Schubert M.: Classification
of Websites as Sets of Feature Vectors, Proc.
IASTED Int. Conf. on Databases and Applications (DBA 2004), Innsbruck,
Austria, 2004, pp. 127-132.
Paper (pdf 328K)
Kriegel H.-P., Kunath P., Pfeifle M., Renz M.: Effective
Decompositioning of Complex Spatial Objects into Intervals,
Proc. IASTED Int. Conf. on Databases and Applications (DBA
2004), Innsbruck, Austria, 2004, pp. 19-24.
Paper (pdf 292K)
Kriegel H.-P., Kunath P., Pfeifle M., Renz M.: Statistic
Driven Acceleration of Object-Relational Spatial Index Structures,
Proc. 9th Int. Conf. on Database Systems for Advanced
Applications (DASFAA 2004), Jeju Island, Korea, 2004, pp. 169-183.
Paper (pdf 127K)
Kriegel H.-P., Pfeifle M., Pötke M., Seidl T.: A Cost Model for Spatial Intersection Queries on RI-Tree, Proc. 9th Int. Conf. on Database Systems for Advanced Applications (DASFAA 2004), Jeju Island, Korea, 2004, pp. 331-338.
Paper (pdf 69K)
Brecheisen S., Kriegel H.-P., Kröger P., Pfeifle M., Pötke M., Viermetz M.: BOSS: Browsing OPTICS-Plots for Similarity Search, (Demo), Proc. 20th Int. Conf. on Data Engineering (ICDE'04), Boston, MA, 2004, p. 858.
Paper (pdf 159K)
Kailing K., Kriegel H.-P., Schönauer S., Seidl T.: Efficient
Similarity Search for Hierarchical Data in Large Databases,
Proc. 9th Int. Conf. on Extending Database Technology (EDBT 2004),
Heraklion, Greece, 2004, pp. 676-693.
Paper (pdf 300K)
Kailing K., Kriegel H.-P., Schönauer S., Seidl T.: Efficient
Similarity Search in Large Databases of Tree Structured Objects,
(Poster), Proc. 20th Int. Conf. on Data Engineering (ICDE'04), Boston,
MA, 2004, pp. 835-836.
Paper (pdf 9K)
Yu K., Schwaighofer A., Tresp V., Xu X., Kriegel H.-P.: Probabilistic
Memory-based Collaborative Filtering, in: IEEE
Transactions on Knowledge and Data Engineering (TKDE), Vol. 16, No. 1,
2004, pp. 56-69.
Abstract
Böhm C., Krebs F.: The k-Nearest
Neighbor Join: Turbo Charging the KDD Process, in: Knowledge
and Information Systems (KAIS), Vol. 6, No. 6, 2004, pp. 728-749.
Paper (pdf 367K)
2003
Böhm C., Krebs F.: Supporting KDD
Applications by the k-Nearest Neighbor Join, Proc. 14th Int.
Conf. on Database and Expert Systems Applications (DEXA), Prague, Czech
Republic, 2003, in: Lecture Notes in Computer Science, Vol. 2736,
Springer, 2003, pp. 504-516.
Paper (pdf 256K)
Januzaj E., Kriegel H.-P., Pfeifle M.: Towards
Effective and Efficient Distributed Clustering, Proc. Int.
Workshop on Clustering Large Data Sets, 3rd Int. Conf. on Data Mining
(ICDM 2003), Melbourne, FL, 2003, pp. 49-58.
Paper (pdf 441K)
Kriegel H.-P., Kunath P., Pfeifle M., Pötke M., Renz M., Strauß P.-M.: Stochastic Driven Relational R-Tree,
V Simpósio Brasileiro de Geoinformática (GEOINFO 2003),
Campos do Jordão (SP), Brazil, 2003.
Paper (pdf 89K)
Kriegel H.-P., Kunath P., Pfeifle M., Renz M.: Efficient
Query Processing on the Relational Quadtree, V Simpósio
Brasileiro de Geoinformática (GEOINFO 2003), Campos do
Jordão (SP), Brazil, 2003.
Paper (pdf 123K)
Kriegel H.-P., Kunath P., Pfeifle M., Renz M.: Acceleration
of Relational Index Structures Based on Statistics, Proc. 15th
Int. Conf. on Scientific and Statistical Database Management (SSDBM
2003), Cambridge, MA, 2003, pp. 258-261.
Paper (pdf 60K)
Kriegel H.-P., Brecheisen S., Januzaj E., Kröger P., Pfeifle M.: Visual Mining of Cluster Hierarchies, Proc. 3rd Int. Workshop on Visual Data Mining (VDM@ICDM2003), Melbourne, FL, 2003, pp. 151-165.
Paper (pdf 529K)
Kriegel H.-P., Pfeifle M., Pötke M., Seidl
T.: The Paradigm of Relational Indexing: A Survey, Proc.
10. GI-Fachtagung Datenbanksysteme für Business, Technologie und
Web (BTW), Leipzig, 2003, in: Lecture Notes in Informatics (LNI),
Springer, Vol. 26, 2003, pp. 285-304.
Paper (pdf
87K)
Yu K., Ma W.-Y., Tresp V., Xu Z., He X., Zhang H. J., Kriegel H.-P.: Knowing
a Tree from the Forest: Art Image Retrieval using a Society of Profiles,
Proc. ACM 11th Int. Conf. on Multimedia (Multimedia'03),
Berkeley, CA, 2003, pp. 622-631.
Paper (pdf
4.1M)
Brecheisen S., Kriegel H.-P., Kröger P., Pfeifle M., Viermetz M.: Representatives for Visually Analyzing Cluster Hierarchies, Proc. 4th Int. Workshop on Multimedia Data Mining (MDM/KDD'03), Washington, DC, 2003, pp.
64-71.
Paper (pdf 356K)
Kailing K., Kriegel H.-P., Kröger P., Wanka S.: Ranking Interesting Subspaces for Clustering High Dimensional Data, Proc. 7th European Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD'03),
Cavtat-Dubrovnic, Croatia, 2003, in: Lecture Notes in Artificial
Intelligence (LNAI), Vol. 2838, 2003, pp. 241-252.
Paper (pdf 353K)
Kriegel H.-P., Schönauer S.: Similarity
Search in Structured Data, Proc. 5th Int. Conf. on Data
Warehousing and Knowledge Discovery (DaWaK'03), Prague, Czech Republic,
2003, in: Lecture Notes in Computer Science (LNCS), Vol. 2737, 2003,
pp. 309-319.
Paper (pdf 267K)
Kriegel H.-P., Kröger P., Gotlibovich I.: Incremental
OPTICS: Efficient Computation of Updates in a Hierarchical Cluster
Ordering, 5th Int. Conf. on Data Warehousing and Knowledge
Discovery (DaWaK'03), Prague, Czech Republic, 2003, pp. 224-233.
Paper (pdf 135K)
Yu K., Xu X., Ester M., Kriegel H.-P.: Feature Weighting and
Instance Selection for Collaborative Filtering: An
Information-Theoretic Approach, in: Knowledge and Information
Systems (KAIS), Vol. 5, No. 2 Springer, Vol. 5, No. 2, 2003, pp.
201-224.
Abstract
Kriegel H.-P., Pfeifle M., Pötke M., Seidl S.: Spatial
Query Processing for High Resolutions, Proc. 8th Int. Conf. on
Database Systems for Advanced Applications (DASFAA'03), Kyoto, Japan,
2003, pp. 17-26.
Paper (pdf 635K)
Kriegel H.-P., Kröger P., Mashael Z., Pfeifle M., Pötke M.,
Seidl S.: Effective Similarity Search on Voxelized CAD Objects,
Proc. 8th Int. Conf. on Database Systems for Advanced Applications
(DASFAA'03), Kyoto, Japan, 2003, pp. 27-36.
Paper (pdf
597K)
Kriegel H.-P., Brecheisen S., Kröger P., Pfeifle M., Schubert M.: Using Sets of Feature Vectors for Similarity Search on Voxelized CAD Objects, Proc. ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'03), San Diego, CA, 2003, pp. 587-598.
Paper (pdf 812K)
Kriegel H.-P., Pfeifle M., Pötke M., Renz M., Seidl T.: Spatial Data Management for Virtual Product Development, in: Lecture Notes in Computer Science, Springer, Vol. 2598, 2003, pp. 216-230.
Abstract
2002
Böhm C., Kriegel H.-P., Seidl T.: Combining Approximation
Techniques and Vector Quantization for Adaptable Similarity Search,
in: Journal on Intelligent Information Systems (JIIS), Vol. 19, No. 2,
2002, pp. 207-230.
Yu K., Xu X., Schwaighofer A., Kriegel H.-P.: Removing
Redundancy and Inconsistency in Memory-Based Collaborative Filtering,
Proc. ACM 11th Int. Conf. on Information and Knowledge Management
(CIKM'02), McLean, VA, 2002, pp. 52-59.
Paper (pdf 980K)
Böhm C.: Powerful Database
Primitives to Support High Performance Data Mining, (Tutorial)
2nd IEEE Int. Conf. on Data Mining (ICDM), Maebashi City, Japan, 2002.
Paper (pdf 974K)
Böhm C., Krebs F.: High Performance
Data Mining Using the Nearest Neighbor Join, Proc. 2nd IEEE
Int.
Conf. on Data Mining (ICDM), Maebashi City, Japan, 2002, pp. 43-50.
Paper (pdf 293K)
Böhm C.: Similarity Search and Data
Mining: Database Techniques Supporting Next Decade's Applications,
(Keynote Speech) Proc. 4th Int. Conf. on Information Integration and
Web-based
Applications & Services (IIWAS), Bandung, Indonesia 2002.
Paper (pdf 207K)
Ester M., Kriegel H.-P., Schubert
M.: Web
Site Mining: A new way to spot Competitors, Customers and Suppliers in
the World Wide Web, Proc. 8th ACM SIGKDD Int. Conf. on Knowledge
Discovery and Data Mining (KDD'02), Edmonton, Canada, 2002, pp. 249-258.
Paper (pdf
150K)
Kriegel H.-P., Pfeifle M., Pötke M., Seidl T.: A Cost Model
for Interval Intersection Queries on RI-Trees, Proc. 14th Int.
Conf. on Scientific and Statistical Database Management (SSDBM),
Edinburgh, Scotland, 2002, pp. 131-141.
Paper (pdf 321K)
Böhm C., Krebs F., Kriegel H.-P.: Optimal
Dimension Order: A Generic Technique for the Similarity Join,
Proc. 4th Int. Conf. on Data Warehousing and Knowledge Discovery
(DaWaK'02), Aix-en-Provence, France, 2002, pp. 135-149.
Paper (pdf 258K)
Conrad S.: Schemaintegration - Integrationskonflikte,
Lösungsansätze, aktuelle Herausforderungen,
Informatik - Forschung und Entwicklung, Springer, Vol. 17, No. 3, pp.
101-111, 2002.
Altareva E.: Uncertain Information in Data Integration,
Proc. EDBT 2002 PhD Workshop, Prague CZ, 2002, pp. 111-114.
Yu K., Xu X., Tao J., Ester M., Kriegel H.-P.: Instance
Selection Techniques for Memory-Based Collaborative Filtering,
Proc. 2nd SIAM Int. Conf. on Data Mining (SDM'02), Arlington, VA, 2002.
Paper (pdf 485K)
2001
Böhm C., Berchtold S., Keim D. A.: Searching in
High-dimensional Spaces: Index Structures for Improving the Performance
of Multimedia Databases, in: ACM Computing Surveys, Vol. 33,
No. 3, 2001, pp. 322-373.
Paper (pdf 764K)
Yu K., Wen Z., Xu X., Ester M.: Feature Weighting and Instance
Selection for Collaborative Filtering, Proc. 2nd Int. Workshop
on Management of Information on the Web - Web Data and Text Mining
(MIW'01), 2001, pp. 285-290.
Paper (pdf 111K)
Yu K., Xu X., Ester M., Kriegel H.-P.: Selecting Relevant
Instances for Efficient and Accurate Collaborative Filtering,
Proc. ACM 10th Int. Conf. on Information and Knowledge Management
(CIKM'01), 2001, pp. 247-254.
Paper (pdf 366K)
Ester M., Kriegel H.-P., Sander J.: Algorithms
and Applications for Spatial Data Mining, in: Geographic Data
Mining and Knowledge Discovery, Research Monographs in GIS, Taylor and
Francis, 2001, pp. 160-187.
Paper (pdf 387K)
Kutsche R.-D., Conrad S., Hasselbring W. (eds.): Engineering
Federated Information Systems -- Proceedings of the 4th Workshop EFIS
2001, infix-Verlag / IOS Press, 2001.
Altareva E., Conrad S.: The Problem of
Uncertainty and Database Integration, in 4th International
Workshop Engineering Federated Information Systems (EFIS 2001), Berlin,
October 2001.
Sattler K.-U., Dunemann O., Geist I., Saake G.,
Conrad S.: Limiting Result Cardinalities for Multidatabase
Queries Using Histograms, in B.J. Read (ed.), "Advances in
Databases", Proc. BNCOD-18, Lecture Notes in Computer Science Vol.
2065, Springer, 2001.
Saake G., Türker C., Conrad S.: Evolving Objects:
Conceptual Description of Adaptive Information Systems, in
Balsters H., de Brock B., Conrad S. (eds.), "Database Schema Evolution
and Meta-Modeling, 9th International Workshop on Foundations of Models
and Languages for Data and Objects FoMLaDO/DEMM 2000, Lecture Notes in
Computer Science Vol. 2065, Springer, 2001, pp. 163-181.
Veltkamp R., Burkhardt H., Kriegel H.-P. (eds.): State-of-the-Art
in Content-Based Image and Video Retrieval, , Kluwer
Publishers, 2001, ISBN: 1-4020-0109-6.
Seidl T., Kriegel H.-P.: Adaptable Similarity
Search in Large Image Databases, in: Veltkamp R., Burkhardt H.,
Kriegel H.-P.(eds.): State-of-the Art in Content-Based Image and Video
Retrieval, Kluwer Publishers, 2001, pp. 297-317.
Paper (pdf 270K)
Böhm C., Kriegel H.-P., Seidl T.: Determining
the Convex Hull in Large Multidimensional Databases, Proc. Int.
Conf. on Data Warehousing and Knowledge Discovery (DaWaK 2001), Munich,
Germany, 2001, pp. 294-306.
Paper (pdf
235K)
Böhm C., Kriegel H.-P.,
Seidl T.: Adaptable Similarity Search Using Vector Quantization,
Proc. Int. Conf. on Data Warehousing and Knowledge Discovery (DaWaK
2001), Munich, Germany, 2001, pp. 317-327.
Paper (pdf
131K)
Kriegel H.-P., Pötke M., Seidl T.: Object-Relational
Indexing for General Interval Relationships, Proc. 7th Int.
Symp. on Spatial and Temporal Databases (SSTD'01), Redondo Beach, CA,
2001, pp. 522-542.
Paper (pdf 125K)
Kriegel H.-P., Pötke M., Seidl T.: Interval Sequences: An
Object-Relational Approach to Manage Spatial Data, Proc. 7th
Int. Symp. on Spatial and Temporal Databases (SSTD'01), Redondo Beach,
CA, in: Lecture Notes in Computer Science, Springer, Vol. 2121, 2001,
pp. 481-501.
Paper (pdf 139K)
Renz M., Preusche C., Pötke M., Kriegel H.-P., Hirzinger G.: Stable
Haptic Interaction with Virtual Environments Using an Adapted
Voxmap-PointShell Algorithm, Proc. Int. Conf. Eurohaptics 2001,
Birmingham, UK, 2001, pp. 149-154.
Paper (pdf 1M)
Breunig M. M., Kriegel H.-P., Kröger P.,
Sander J.: Data Bubbles: Quality Preserving Performance Boosting
for Hierarchical Clustering, Proc. ACM SIGMOD Int. Conf. on
Management of Data (SIGMOD'01), Santa Barbara, CA, 2001, pp. 79-90.
Paper
(pdf 421K)
Kriegel H.-P., Müller A., Pötke M., Seidl T.: Spatial
Data Management for Computer Aided Design, (Demo), Proc. ACM
SIGMOD Int. Conf. on Management of Data (SIGMOD'01), Santa Barbara, CA,
2001, p. 614.
Paper (pdf 158K)
Breunig M. M.: Quality Driven
Database Mining, Ph.D. thesis, University of Munich, Shaker
Verlag, Aachen, ISBN 3-8265-8559-3, 2001.
Böhm C., Braunmüller
B., Krebs F., Kriegel H.-P.: Epsilon Grid Order: An Algorithm
for the Similarity Join on Massive High-Dimensional Data, Proc.
ACM SIGMOD Int. Conf. on Managment of Data (SIGMOD'01), Santa Barbara,
CA, 2001, pp. 379-388.
Paper (pdf 163K)
Oakasha H., Conrad S., Saake G.: Consistency Management in
Object-Oriented Databases, Concurrency and Computation:
Practice & Experience, Vol. 13, No. 11, pp. 955-985, 2001.
Balsters H., de Brock B., Conrad S. (eds.): Database Schema
Evolution and Meta-Modeling, Post Proceedings of the 9th
International Workshop on Foundations of Models and Languages for Data
and Objects, in: Lecture Notes in Computer Science Vol. 2065, Springer,
2001.
Conrad S., Turowski K.: Temporal OCL: Meeting Specifications
Demands for Business Components, in K. Siau, T. Halpin (eds.),
"Unified Modeling Language: Systems Analysis, Design, and Development
Issues", IDEA Group Publishing, 2001, pp. 151-165.
Preuner G., Conrad S., Schrefl M.: View Integration of Behavior
in Object-oriented Databases,in: Data & Knowledge
Engineering, Vol. 36, No. 1, 2001, pp. 153-183.
Berchtold S., Böhm C., Keim D. A.,
Krebs F., Kriegel H.-P.: On Optimizing Nearest Neighbor Queries
in High-Dimensional Data Spaces, Proc. Int. Conf. on Database
Theory (ICDT 2001), London, U.K., 2001, in: Lecture Notes in Computer
Science, Vol. 1973, Springer, 2001, pp. 435-449.
Paper (pdf 8.2M)
Böhm C., Kriegel H.-P.: A
Cost Model and Index Architecture for the Similarity Join,
Proc. 17th Int. Conf. on Data Engineering (ICDE),
Heidelberg, Germany, 2001, pp. 411-420.
Paper (pdf 167K)
Böhm C.: The Similarity Join: A
Powerful Database Primitive for High Performance Data Mining,
(Tutorial), 17th Int. Conf. on Data Engineering (ICDE 2001),
Heidelberg, Germany, 2001, p. XVII.
Kriegel H.-P., Müller A., Pötke M., Seidl T.: DIVE:
Database Integration for Virtual Engineering, (Demo), Proc.
17th Int. Conf. on Data Engineering (ICDE 2001), Heidelberg, Germany,
2001, pp. 15-16.
Paper (pdf 167K)
Braunmüller B., Ester M., Kriegel H.-P.,
Sander J.: Multiple Similarity Queries: A Basic DBMS Operation
for Mining in Metric Databases, in: Special Issue on "Best
Papers of ICDE 2000", IEEE Transactions on Knowledge and Data
Engineering (TKDE), Vol. 13, No. 1, 2001, pp. 79-95.
Abstract
2000
Fischer J., Conrad S.: Formalizing Timing Diagrams as Causal
Dependencies for Verification Purposes, Proc. 2nd Int. Conf. on
Integrated Formal Methods (IFM 2000), in:
Lecture Notes in Computer Science, Springer, Vol. 1945, 2000, pp.
45-60.
Saake G., Türker C., Conrad S.: Evolving Objects:
Conceptual Description of Adaptive Information Systems, Proc.
9th Int. Workshop on Foundations of Models and Languages for Data and
Objects: Database Schema Evolution and Meta Modeling (DEMM 2000),
University of Twente, The Netherlands, 2000.
Fischer J., Conrad S.: Representing Timing Diagrams by Causal
Dependencies, Proc. Workshop "Rigorose Entwicklung
software-intensiver Systeme", 2000, pp. 104-113.
Roantree M., Hasselbring W., Conrad S. (eds.): Engineering
Federated Information Systems Proc. 3rd Int. Workshop on
Engineering Federated Information Systems (EFIS 2000), Dublin, Ireland,
Akad. Verl.-Ges. Aka, Berlin / IOS Press, Amsterdam, 2000.
Sattler K.-U., Conrad S., Saake G.: Adding Conflict Resolution
Features to a Query Language for Database Federations, Proc.
3rd Int. Workshop on Engineering Federated Information Systems (EFIS
2000), Dublin, Ireland, 2000, pp. 41-52, in: Australian Journal of
Information Systems, Vol. 8, No. 1, 2000, pp. 116-125.
Conrad S., Turowski K.: Vereinheitlichung der Spezifikation von
Fachkomponenten auf der Basis eines Notationsstandards, Proc.
Workshop Modellierung 2000, St. Goar, Fölbach-Verlag, Koblenz,
Germany, 2000, pp. 179-194.
Conrad S., Türker C., Saake G.: Towards an Agent-Oriented
Framework for Specification of Information Systems, Formal
Models of Agents (ESPRIT Project ModelAge Final Report), in: Lecture
Notes in Computer Science, Springer, Vol. 1760, 2000, pp. 57-73.
Böhm C.: A Cost Model for Query Processing in
High-Dimensional Data Spaces, in: ACM Trans. on Database
Systems (TODS), Vol. 25, No. 2, 2000, pp. 129-178.
Paper (pdf
4,8MB)
Ester M., Sander J.: Knowledge Discovery in Databases: Techniken
und Anwendungen, (in German), Springer textbook, Springer,
September 2000, ISBN: 3-540-67328-8.
Paper (pdf 10K)
Böhm C.,
Braunmüller B., Breunig M., Kriegel H.-P.:
High Performance Clustering Based on the Similarity Join,
Proc. 9th Int. Conf. on Information and Knowledge Management (CIKM
2000), Washington, DC, 2000, pp. 298-313.
Paper (pdf 151K)
Breunig M., Kriegel H.-P., Sander J.: Fast
Hierarchical Clustering Based on Compressed Data and OPTICS,
Proc. 4th European Conf. on Principles and Practice of Knowledge
Discovery in Databases (PKDD 2000), Lyon, France, 2000, pp. 232-242.
Paper (pdf 488K)
Berchtold S., Böhm C, Keim D. A., Kriegel H.-P., Xu X.: Optimal
Multidimensional Query Processing Using Tree Striping, Proc.
Int. Conf. on Data Warehousing and Knowledge Discovery (DaWaK 2000),
Greenwich, U.K., 2000, pp. 244-257.
Paper (pdf 1.16M)
Böhm C., Braunmüller
B., Kriegel H.-P.: The Pruning Power: Theory and Heuristics for
Mining Databases with Multiple k-Nearest-Neighbor Queries,
Proc. Int. Conf. on Data Warehousing and Knowledge Discovery (DaWaK
2000), Greenwich, U.K., 2000, pp. 372-381.
Paper
(pdf 82K)
Ankerst M., Ester M., Kriegel H.-P.: Towards
an Effective Cooperation of the Computer and the User for Classification,
Proc. ACM SIGKDD Int. Conf. on Knowledge Discovery & Data Mining
(KDD 2000), Boston, MA, 2000, pp. 179-188.
Paper (pdf 1.52M)
Kriegel H.-P., Pötke M., Seidl T.: Managing Intervals
Efficiently in Object-Relational Databases, Proc. 26th VLDB
Int. Conf. on Very Large Data Bases (VLDB'00), Cairo, Egypt, 2000, pp.
407-418.
Paper (pdf 163K)
Berchtold S., Keim D. A., Kriegel H.-P.,
Seidl T.: Indexing the Solution Space: A New Technique for
Nearest Neighbor Search in High-Dimensional Space, in: IEEE
Transactions on Knowledge and Data Engineering (TKDE 2000), Vol. 12,
No. 1, 2000, pp. 45-57.
Abstract
Böhm C., Berchtold S., Kriegel
H.-P., Michel U.: Multidimensional Index Structures in
Relational Databases, in: Journal for Intelligent Information
Systems, Vol. 15, No. 1, 2000, pp. 51-70.
Böhm C., Kriegel H.-P.: Dynamically Optimizing
High-Dimensional Index Structures, Proc. 7th Int. Conf. on
Extending Database Technology (EDBT 2000), Konstanz, Germany, 2000, pp.
36-50.
Paper (postscript
1.9M),
Paper (pdf 286K)
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, 2000, pp. 193-206.
Paper (postscript 745K)
Breunig M. M., Kriegel H.-P., Ng R., Sander J.: LOF:
Identifying Density-Based Local Outliers, Proc. ACM SIGMOD Int.
Conf. on Management of Data (SIGMOD 2000), Dallas, TX, 2000, pp. 93-104.
Paper (pdf 312K)
Kriegel H.-P.: Datenbanktechniken zur Unterstützung des
Wissenserwerbs, (in German), in: Wissensmanagement, Mandl,
Reinmann-Rothmeier (eds.), Oldenbourg Verlag, München, Germany,
2000, ISBN: 3-486-25386-7.
Braunmüller B., Ester M., Kriegel H.-P.,
Sander J.: Efficiently Supporting Multiple Similarity Queries
for Mining in Metric Databases, Proc. 16th Int. Conf. on Data
Engineering (ICDE 2000), San Diego, CA, 2000, pp. 256-267.
Paper (pdf
142K)
Ester M., Kohlhammer J., Kriegel H.-P.: The DC-tree: A Fully
Dynamic Index Structure for Data Warehouses, Proc. 16th Int.
Conf. on Data Engineering (ICDE 2000), San Diego, CA, 2000, pp.
379-388.
Paper (pdf 85K)
Berchtold S., Böhm C., Jagadish H.
V., Kriegel H.-P., Sander J.: Independent Quantization: An Index
Compression Technique for High-Dimensional Data Spaces Proc.
Int. Conf. on Data Engineering (ICDE 2000), San Diego, CA, 2000, pp.
577-588.
Paper (pdf 175K)
Ester M., Frommelt A., Kriegel H.-P., Sander J.: Spatial
Data Mining: Database Primitives, Algorithms and Efficient DBMS Support,
accepted for Special Issue on: "Integration of Data Mining with
Database Technology, Data Mining and Knowledge Discovery, an
International Journal, Kluwer Academic Publishers, Vol. 4, 2000, pp.
193-216.
Abstract (pdf
5K)
1999
Seidl T., Kriegel H.-P.: Mining Protein Databases, Proc.
TdI'99 Tag der Informatik, Institute for Computer Science, 1999.
Ankerst M., Elsen C., Ester M., Kriegel H.-P.: Perception-Based
Classification, in: Informatica, An International Journal of
Computing and Informatics, Vol. 23, No. 4, ISSN 0350-5596, 1999, pp.
493-499.
Breunig M. M., Kriegel H.-P., Ng R., Sander J.: OPTICS-OF:
Identifying Local Outliers, Proc. 3rd European Conf. on
Principles of Data Mining and Knowledge Discovery (PKDD'99), Prague,
Czech Republic, 1999, in: Lecture Notes in Computer Science, Springer,
Vol. 1704, 1999, pp. 262-270.
Paper (pdf 70K)
Ester M., Kriegel H.-P., Sander J.: Knowledge
Discovery in Spatial Databases, invited paper at 23rd German
Conf. on Artificial Intelligence (KI '99), Bonn, Germany, in: Lecture
Notes in Computer Science, Vol. 1701, 1999, pp. 61-74.
Paper (pdf
179K)
Ankerst M., Elsen C., Ester M., Kriegel H.-P.: Visual
Classification: An Interactive Approach to Decision Tree Construction,
Proc. 5th Int. Conf. on Knowledge Discovery and Data Mining (KDD'99),
San Diego, CA, 1999, pp. 392-396.
Paper (postscript
3,53MB), Paper
(pdf 93K)
Berchtold S., Böhm C., Kriegel H.-P.,
Michel U.: Implementation of Multidimensional Index Structures
for Knowledge Discovery in Relational Databases, Proc. Int.
Conf. on Data Warehousing and Knowledge Discovery (DaWaK'99), Florence,
Italy 1999, in: Lecture Notes in Computer Science, Vol. 1676, Springer,
1999, pp. 261-270.
Paper (postscript
1,36MB), Paper
(pdf 223K)
Böhm C., Kriegel H.-P.: Efficient
Bulk Loading of Large High-Dimensional Indexes, Proc. Int.
Conf. on Data Warehousing and Knowledge Discovery (DaWaK'99), Florence,
Italy, 1999, in: Lecture Notes in Computer Science, Vol. 1676,
Springer, 1999, pp. 251-260.
Paper (postscript
7,76MB), Paper
(pdf 1,28MB)
Böhm C., Klump G., Kriegel H.-P.: XZ-Ordering:
A Space-Filling Curve for Objects with Spatial Extension, Proc.
6th Int. Symposium on Large Spatial Databases (SSD'99), Hong Kong,
China, in: Lecture Notes in Computer Science, Springer, Vol. 1651,
1999, pp. 75-90.
Paper
(postscript 927K), Paper (pdf 217K)
Ankerst M., Kastenmüller G., Kriegel
H.-P., Seidl T.: 3D Shape Histograms for Similarity Search and
Classification in Spatial Databases, Proc. 6th Int. Symposium
on Large Spatial Databases (SSD'99), Hong Kong, China, in: Lecture
Notes in Computer Science, Vol. 1651, Springer, 1999, pp. 207-226.
Paper (pdf 286K)
Backofen R., Bry F., Clote P., Kriegel H.-P., Seidl T., Schulz K.: Aktuelles
Schlagwort / Bioinformatik, in: Informatik Spektrum, Vol. 22,
No. 5, 1999, pp. 376-378.
Abstract,
Paper
(pdf 54K)
Xu X., Jäger J., Kriegel H.-P.: A Fast
Parallel Clustering Algorithm for Large Spatial Databases, in:
Data Mining and Knowledge Discovery, an International Journal, Vol. 3,
No. 3, Kluwer Academic Publishers, 1999, pp. 263-290.
Ester M., Gundlach S., Kriegel H.-P., Sander J.: Database
Primitives for Spatial Data Mining, Proc. 8. GI-Fachtagung
Datenbanksysteme in Büro, Technik und Wissenschaft (BTW'99) (Int.
Conf. on Databases in Office, Engineering and Science), Freiburg,
Germany, 1999, pp. 137-150.
Paper (pdf 155K)
Ankerst M., Breunig M. M., Kriegel H.-P.,
Sander J.: OPTICS: Ordering Points To Identify the Clustering
Structure, Proc. ACM SIGMOD Int. Conf. on Management of Data
(SIGMOD'99), Philadelphia, PA, 1999, pp. 49-60.
Paper (pdf 257K)
Ankerst M., Kastenmüller G., Kriegel
H.-P., Seidl T.: Nearest Neighbor Classification in 3D Protein
Databases, Proc. 7th Int. Conf. on Intelligent Systems for
Molecular Biology (ISMB'99), Heidelberg, Germany, AAAI Press, 1999, pp.
34-43.
Paper (pdf 179K)
1998
Ankerst M., Berchtold S., Keim D. A.: Similarity
Clustering of Dimensions for an Enhanced Visualization of
Multidimensional Data, Proc. Symp. on Information
Visualization, Phoenix, AZ, 1998.
Paper (postscript
2.82M)
Kastenmüller G., Kriegel H.-P., Seidl
T.: Similarity Search in 3D Protein Databases, Proc.
German Conf. on Bioinformatics (GCB'98), Köln, 1998.
Paper (pdf 198K)
Ankerst M., Kriegel H.-P., Seidl T.: A Multi-Step Approach for
Shape Similarity Search in Image Databases, in: IEEE
Transactions on Knowledge and Data Engineering (TKDE'98), Vol. 10, No.
6, 1998, pp. 996-1004.
Abstract
Berchtold S., Kriegel H.-P., Pötke M.: Database
Support for Concurrent Digital Mock-Up, Proc. 10th Int. IFIP
TC5 WG-5.2; WG-5.3 Conf. PROLAMAT, Trento, Italy, 1998, in:
Globalization of Manufacturing in the Digital Communications Era of the
21st Century: Innovation, Agility, and the Virtual Enterprise, Kluwer
Academic Publishers, 1998, pp. 499-509.
Paper (pdf 352K)
Ester M., Frommelt A., Kriegel H.-P., Sander J.: Algorithms
for Characterization and Trend Detection in Spatial Databases,
Proc. 4th Int. Conf. on Knowledge Discovery and Data Mining (KDD'98),
New York City, NY, 1998, pp. 44-50.
Paper (postscript
2.3M),
(pdf 153K)
Ester M., Kriegel H.-P., Sander J., Wimmer M., Xu
X.: Incremental Clustering for Mining in a Data Warehousing
Environment, Proc. 24th Int. Conf. on Very Large Data Bases
(VLDB'98), New York City, NY, 1998, pp. 323-333.
Paper (postscript 1M),
(pdf 158K)
Ankerst M., Braunmüller B., Kriegel H.-P., Seidl T.: Improving
Adaptable Similarity Query Processing by Using Approximations,
Proc. 24th Int. Conf. on Very Large Data Bases (VLDB'98), New York
City, NY, 1998, 206-217.
Paper
(postscript 1.12M), (pdf 179K)
Sander J., Ester M., Kriegel H.-P., Xu X.: Density-Based
Clustering in Spatial Databases: The Algorithm GDBSCAN and its
Applications, in: Data Mining and Knowledge Discovery, an Int.
Journal, Kluwer Academic Publishers, Vol. 2, No. 2, 1998, pp. 169-194.
Abstract (22K)
Kriegel H.-P., Seidl T.: Approximation-based
Similarity Search for 3D Surface Segments, in: GeoInformatica
Journal, Kluwer Academic Publishers, Vol. 2, No. 2, 1998, pp. 113-147.
Abstract (2K)
Berchtold S., Böhm C., Kriegel H.-P.: The
Pyramid-Technique: Towards Breaking the Curse of Dimensionality,
Proc. ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'98), Seattle,
WA, 1998, pp. 142-153.
Paper
(postscript 5.53M), (pdf 316K)
Seidl T., Kriegel H.-P.: Optimal Multi-Step k-Nearest Neighbor
Search, Proc. ACM SIGMOD Int. Conf. on Management of Data
(SIGMOD'98), Seattle, WA, 1998, pp. 154-165.
Paper (postscript 1.2M)
Berchtold S., Ertl B., Keim D. A.,
Kriegel H.-P., Seidl T.: Fast Nearest Neighbor Search in
High-dimensional Space, Proc. 14th Int. Conf. on Data
Engineering (ICDE'98), Orlando, FL, 1998, pp. 209-218.
Paper (1.0M)
Xu X., Ester M., Kriegel H.-P., Sander J.: A
Distribution-Based Clustering Algorithm for Mining in Large Spatial
Databases, Proc. 14th Int. Conf. on Data Engineering (ICDE'98),
Orlando, FL, 1998, pp. 324-331.
Paper (postscript
923K)
Berchtold S., Böhm C., Kriegel H.-P.: Improving the Query
Performance of High-Dimensional Index Structures, Proc. Int.
Conf. on Extending Database Technology, Valencia, Spain, 1998, pp.
216-230.
Paper (postscript
858K)
Ester M., Wittmann R.: Incremental Generalization for Mining in
a Data Warehousing Environment, Proc. Int. Conf. on Extending
Database Technology, Valencia, Spain, 1998, pp. 135-149.
Paper (postscript
1.09M)
Ester M., Kriegel H.-P., Sander J., Xu X.: Clustering
for Mining in Large Spatial Databases, in: Special Issue on
Data Mining, KI-Journal, ScienTec Publishing, No. 1, 1998, pp. 18-24.
Paper (postscript 967K)
1997
Xu X., Ester M., Kriegel H.-P., Sander J.: Clustering
and Knowledge Discovery in Spatial Databases, in: Vistas in
Astronomy, Elsevier Science Ltd., Vol. 41, No. 3, 1997, pp. 397-403.
Seidl T., Kriegel H.-P.: Efficient User-Adaptable Similarity
Search in Large Multimedia Databases, Proc. 23rd Int. Conf. on
Very Large Data Bases (VLDB'97), Athens, Greece, 1997, pp. 506-515.
Paper (postscript
1.1M)
Ester M., Kriegel H.-P., Sander J., Xu X.: Density-Connected
Sets and their Application for Trend Detection in Spatial Databases,
Proc. 3rd Int. Conf. on Knowledge Discovery and Data Mining (KDD'97),
Newport Beach, CA, 1997, pp. 10-15.
Paper (postscript
1.8M)
Kriegel H.-P., Schmidt T., Seidl T.: Biomolekulare
Wechselwirkungen von Proteinen -- Datenbankunterstützung für
das Proteindocking (Biomolecular Interactions of Proteins -- Database
Support for the Protein Docking Problem (in German)), Final
Report, BMBF joint project BIOWEPRO, 1997.
Paper (pdf 113K)
Kriegel H.-P., Schmidt T., Seidl T.: 3D
Similarity Search by Shape Approximation, Proc. 5th Int.
Symposium on Large Spatial Databases (SSD'97), Berlin, Germany, 1997,
pp. 11-28.
Paper
(postscript 1.1 M)
Ester M., Kriegel H.-P., Sander J.: Spatial
Data Mining: A Database Approach, Proc. 5th Int. Symposium on
Large Spatial Databases (SSD'97), Berlin, Germany, 1997, pp. 47-66.
Paper (postscript
977k)
Berchtold S., Keim D. A., Kriegel H.-P.: Using
Extended Feature Objects for Partial Similarity Retrieval, in:
VLDB Journal, Vol. 6, No. 4, 1997, pp. 333-348.
Berchtold S., Böhm C., Keim D. A.,
Kriegel H.-P.: A Cost Model For Nearest Neighbor Search in
High-Dimensional Data Space, Proc. ACM PODS Conf., Tucson, AZ,
1997, pp. 78-86.
Paper (postscript 305k)
Berchtold S., Kriegel H.-P.: S3:
Similarity Search in CAD Database Systems, Demonstration, ACM
SIGMOD Int. Conf. on Management of Data (SIGMOD'97), Tucson, AZ, 1997,
pp. 564-567.
Paper
(postscript 885k)
Berchtold S., Böhm C.,
Braunmüller B., Keim D. A., Kriegel H.-P.: Fast Parallel
Similarity Search in Multimedia Databases, Proc. ACM SIGMOD
Int. Conf. on Management of Data (SIGMOD'97), Tucson, AZ, 1997, Best
Paper Award, pp. 1-12.
Paper
(postscript 397k)
Berchtold S., Keim D. A., Kriegel H.-P.: Section
Coding: Ein Verfahren zur Ähnlichkeitssuche in CAD-Datenbanken
(Section Coding: a Technique for Similarity Search in CAD Databases (in
German)), Proc. 7. GI-Fachtagung Datenbanksysteme in Büro,
Technik und Wissenschaft (BTW'97) (Int. conf. on Databases in Office,
Engineering and Science), Ulm, Germany, 1997, pp. 152-171.
Paper (postscript 769k)
1996
Kriegel H.-P., Schmidt T., Seidl T.: Können Proteine im
Computer docken? (Can Proteins dock in the Computer? (in German)),
in: Einsichten, University of Munich, ISSN-Nr.: 0941-3642, Vol. 2,
1996, pp. 26-29.
Paper
(postscript 488k)
Keim D. A.: Pixel-oriented Visualization Techniques for
Exploring Very Large Databases, in: Journal of Computational
and Graphical Statistics, März 1996, Vol. 5, No. 1, pp. 58-77.
Paper (postscript
2.6M)
Keim D. A., Lee J. P., Thuraisinghaman B., Wittenbrink C.: Database
Issues for Data Visualization: Supporting Interactive Database
Exploration, Proc. Workshop on Database Issues for Data
Visualization, Atlanta, GA, 1995, pp. 12-25, in: Lecture Notes in
Computer Science, Springer, 1996.
Paper
(postscript 156k)
Keim D. A.: Enhancing the Visual Clustering of Query-dependent
Database Visualization Techniques using Screen-Filling Curves,
Proc. Workshop on Database Issues for Data Visualization, Atlanta, GA,
1995, in: Lecture Notes in Computer Science, Springer, 1996.
Paper (postscript
100k), Farbseiten
/ pictures (postscript 3.8M)
Keim D. A.: Databases and Visualization, Proc. Tutorial
ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'96), Montreal,
Canada, 1996, p. 543.
Paper
(postscript 30M)
Keim D. A.: Pixel-oriented Database Visualizations, in:
SIGMOD RECORD, Special Issue on Information Visualization, Dezember
1996.
Paper (postscript
1.4M)
Kriegel H.-P., Keim D. A.: Visualisierung großer
Datenbanken (Visualization of Large Databases (in German)), in:
Data Warehouse und Management Informations Systeme,
Schäfer-Poeschel Publishing Stuttgart, 1996, pp. 203-212.
Ankerst M., Keim D. A., Kriegel H.-P.: 'Circle Segments': A
Technique for Visually Exploring Large Multidimensional Data Sets,
Proc. Visualization'96, Hot Topic Session, San Francisco, CA, 1996.
Paper (postscript 677k)
Ester M., Kriegel H.-P., Wirth S.: Feature Based Classification
of Protein Docking Sites: An Algorithm for Large Databases and
Experimental Results, Proc. German Conf. on Bioinformatics
(GCB'96), Leipzig, Germany, 1996, pp. 193-196.
Paper
(postscript 111k)
Keim D. A., Kriegel H.-P.: Visualization Techniques for Mining
Large Databases: A Comparison, in: Transactions on Knowledge
and Data Engineering TKDE'96), Special Issue on Data Mining, Vol. 8,
No. 6, 1996, pp. 923-938.
Paper (postscript 3.7M)
Berchtold S., Keim D. A., Kriegel H.-P.: The X-Tree: An Index
Structure for High-Dimensional Data, Proc. 22nd Int. Conf. on
Very Large Data Bases (VLDB'96), Bombay, India, 1996, pp. 28-39.
Abstract,
Paper (postscript 410k)
Kriegel H.-P., Keim D. A.: Visualisierung großer
Datenbanken (Visualization of Large Databases (in German)), in:
Einsichten, University of Munich, ISSN-Nr.: 0941-3642, Vol. 1, 1996,
pp. 32-35.
Ester M., Kriegel H.-P., Sander J., Xu X.: A
Density-Based Algorithm for Discovering Clusters in Large Spatial
Databases with Noise, Proc. 2nd Int. Conf. on Knowledge
Discovery and Data Mining (KDD'96), Portland, OR, 1996, pp. 226-231.
Abstract,
Paper (pdf
82k),
Paper
(postscript 163k)
Brinkhoff T., Kriegel H.-P., Seeger B.: Parallel
Processing of Spatial Joins Using R-trees, Proc. 12th Int.
Conf. on Data Engineering (ICDE'96), New Orleans, LA, 1996, pp. 258-265.
Paper (postscript
343k)
1995
Schomburg D., Jakob U., Meyer M., Wilson P., Sagerer G., Ackermann F.,
Herrmann G., Posch S., Soumpasis M., Grimm G., Ihmels B., Strahm M.,
Kriegel H.-P., Seidl T., Schmidt T., Ester M., Xu X.: 'BIOWEPRO'
Wechselwirkungen von Proteinen (BIOWEPRO - Biomolecular Interactions of
Proteins (in German)), in: BMBF (Editors): Tagungsband
BMBF-Statusseminar Bioinformatik "Molekulare Bioinformatik und
Evolutionäre Algorithmen" (Proc. of the German Ministry of Science
and Technology on Molecular Bioinformatics and Evolutionary
algorithms), Braunschweig, Germany, 1995.
Kriegel H.-P., Schmidt T., Seidl T.: Moleküloberflächen
in einer objektorientierten Proteindatenbank (Molecular Surfaces in an
object-oriented Protein Database (in German)), 3. GI-Fachtagung
`Bioinformatik - Informatik in den Biowissenschaften' (GI-Symposium
"Computer Science in Biology"), Braunschweig, Germany, 09.-11.10.95,
erweiterte Zusammenfassung (extended abstract).
Extended Abstract (76k)
Keim D. A., Kriegel H.-P.: Visualisierungstechniken zur
Exploration und Analyse sehr großer Datenbanken (Visualization
Techniques for the Exploration and Analysis of Very Large Databases (in
German)), Proc. 6. GI-Fachtagung Datenbanksysteme in Büro,
Technik und Wissenschaft (BTW'95) (Int. conf. on Databases in Office,
Engineering and Science), Dresden, Germany, 1995, in: Informatik
Aktuell, Springer, 1995, pp. 262-281.
Abstract, Paper (postscript 6.9M)
Ester M., Kriegel H.-P., Seidl T., Xu X.: Formbasierte
Suche nach komplementären 3D-Oberflächen in einer
Protein-Datenbank (Form-based Retrieval of Complementary 3D Surfaces in
a Protein Database (in German)), Proc. 6. GI-Fachtagung
Datenbanksysteme in Büro, Technik und Wissenschaft (BTW'95) (6th
Int. Conf. on Databases in Office, Engineering and Science), Dresden,
Germany, 1995, in: Informatik Aktuell, Springer, 1995, pp. 373-382.
Abstract, Paper
(postscript 607k)
Seidl T., Kriegel H.-P.: Solvent Accessible Surface
Representation in a Database System for Protein Docking, Proc.
3rd Int. Conf. on Intelligent Systems for Molecular Biology (ISMB'95),
Cambridge, England, 1995, pp. 350-358.
Abstract, Paper (postscript
613k)
Ester M., Kriegel H.-P., Xu X.: A Database Interface for
Clustering in Large Spatial Databases, Proc. 1st Int. Conf. on
Knowledge Discovery and Data Mining (KDD'95), Montreal, Canada, 1995,
pp. 94-99.
Abstract, Paper (postscript 110k)
Seidl T., Kriegel H.-P.: A 3D Molecular Surface Representation
Supporting Neighborhood Queries, Proc. 4th Int. Symposium on
Large Spatial Databases (SSD'95), Portland, ME, 1995, pp. 240-258.
Abstract, Paper
(postscript 770k)
Ester M., Kriegel H.-P., Xu X.: Knowledge Discovery in Large
Spatial Databases: Focusing Techniques for Efficient Class
Identification, Proc. 4th Int. Symposium on Large Spatial
Databases (SSD'95), Portland, ME, 1995, in: Lecture Notes in Computer
Science, Vol. 591, Springer, 1995, pp. 67-82.
Abstract, Paper (postscript 603k)
Keim D. A., Kriegel H.-P.: Issues in Visualizing Large Databases,
Proc. 3rd IFIP 2.6 Working Conf. on Visual Database Systems, Lausanne,
Switzerland, 1995, in: Visual Database Systems 3, Chapman & Hall
Ltd., 1995, pp. 203-214.
Paper (postscript 181k),
Farbbilder /
pictures (postscript 1.8M)
Keim D. A., Kriegel H.-P., Ankerst M.: Recursive Pattern: A
Technique for Visualizing Very Large Amounts of Data, Proc.
Visualization'95 Conf., Atlanta, GA, 1995, pp. 279-286.
Paper (postscript 1.2M)
Keim D. A., Kriegel H.-P.: VisDB: A System for Visualizing Large
Databases, Proc. ACM SIGMOD Int. Conf. on Management of Data
(SIGMOD'95), San Jose, CA, 1995, pp. 482.
Paper (postscript 440k)
Brinkhoff T., Kriegel H.-P., Schneider R., Braun A.: Measuring
the Complexity of Polygonal Objects, Proc. 3rd ACM Int.
Workshop on Advances in Geographic Information Systems (GIS'95),
Baltimore, MD, 1995, pp. 109-118.
Paper (postscript 3.7M)
1994
Aldinger K., Ester M., Förstner G.,
Kriegel H.-P., Seidl T.: Datenbankunterstützung für
das Protein-Protein-Docking: ein effizienter und robuster Feature-Index
(Database Support for the Protein-Protein-Docking: an Efficient and
Robust Feature-Index (in German)), Proc. 2. GI-Fachtagung
Informatik in den Biowissenschaften (2nd GI-Symposium "Computer Science
Biology", Jena, Germany, 1994, pp. 41-52.
Abstract, Paper
(postscript 150k)
Brinkhoff T., Kriegel H.-P.: The Impact of Global Clustering on
Spatial Database Systems, Proc. 20th Int. Conf. on Very Large
Data Bases (VLDB'94), Santiago, Chile, 1994, pp. 168-179.
Abstract, Paper (postscript 450k)
Brinkhoff T., Kriegel H.-P., Schneider R., Seeger B.: GENESYS: A
System for Efficient Spatial Query Processing, Proc. ACM SIGMOD
Int. Conf. on Management of Data (SIGMOD'94), Minneapolis, MN, 1994,
pp. 519.
Paper (postscript 60k)
Brinkhoff T., Kriegel H.-P., Schneider R., Seeger B.: Multi-Step
Processing of Spatial Joins, Proc. ACM SIGMOD Int. Conf. on
Management of Data (SIGMOD'94), Minneapolis, MN, 1994, pp. 197-208.
Abstract, Paper (postscript 680k)
Keim D. A., Kriegel H.-P.: Possibilities and Limits in
Visualizing Large Amounts of Multidimensional Data, in:
Perceptual Issues in Visualization, Springer, 1994.
Abstract, Vollversion (1.6M)
Keim D. A., Kriegel H.-P.: VisDB: Database Exploration using
Multidimensional Visualization, in: Computer Graphics &
Applications, September 1994, pp. 44-49.
Abstract, Paper (postscript 3.3M)
Keim D. A., Kriegel H.-P., Miethsam A.: Query Translation
Supporting the Migration of Legacy Databases into Cooperative
Information Systems, Proc. 2nd Int. Conf. on Cooperative
Information Systems, Toronto, Canada, 1994, pp. 203-214.
Paper (postscript 300k)
Keim D. A., Kriegel H.-P., Seidl T.: Supporting Data Mining of
Large Databases by Visual Feedback Queries, Proc. 10th Int.
Conf. on Data Engineering (ICDE'94), Houston, TX, 1994, pp. 302-313.
Abstract, Paper (postscript 790k)
Brinkhoff T., Kriegel H.-P.: Approximations for a Multi-Step
Processing of Spatial Joins, Proc. Int. Workshop on Advanced
Research in Geographic Information Systems, Monte Verita, Ascona,
Switzerland, 1994, in: Lecture Notes in Computer Science, Vol. 884,
1994, pp. 25-34.
Paper (postscript 430k)
Keim D. A., Kriegel H.-P.: Using Visualization to Support Data
Mining of Large Existing Databases, Proc. IEEE Visualization'93
Workshop, San Jose, CA, in: Lecture Notes in Computer Science, Vol.
871, Springer, 1994, pp. 210-229.
Paper (postscript 1.1M)
Keim D. A., Bergeron R. D., Pickett R. M.: Test Data Sets for
Evaluating Data Visualization Techniques, in: Perceptual Issues
in Visualization, Springer, 1994, pp.
Paper (postscript 230k)
Seeger B.: An Analysis of Schedules for Performing Multi-Page
Requests, Technical Report No. 9416, Institute for Computer
Science, University of Munich, 1993.
Vollversion erhältlich unter der e-mail Addresse / full version
can be received by: seeger@Mathematik.Uni-Marburg.de
Seeger B.: Tuning Access Methods to Supporting Data Intensive
Queries, Technical Report No. 9419, Institute for Computer
Science, University of Munich, 1993.
Vollversion erhältlich unter der e-mail Addresse / full version
can be received by: seeger@Mathematik.Uni-Marburg.de
1993
Brinkhoff T., Horn H., Kriegel H.-P., Schneider R.: Eine
Speicher- und Zugriffsarchitektur für effiziente
Anfragebearbeitung in Geo-Datenbanksystemen (Efficient Query Handling
in Spatial Database Systems (in German)), Proc. 5.
GI-Fachtagung Datenbanksysteme in Büro, Technik und Wissenschaft
(BTW'93) (Int. Conf. on Databases in Office, Engineering and Science),
Braunschweig, Germany, 1993, in: Informatik aktuell, Springer, 1993,
pp. 356-374.
Paper (postscript 730k)
Brinkhoff T., Kriegel H.-P., Schneider R.: Comparison of
Approximations of Complex Objects Used for Approximation-based Query
Processing in Spatial Database Systems, Proc. 9th Int. Conf. on
Data Engineering (ICDE'93), Vienna, Austria, 1993, pp. 40-49.
Abstract, Paper (postscript 520k), Paper (pdf 297K)
Kriegel H.-P., Heep S., Fahldiek A., Mysliwietz N.: Handling
Geometric Objects with Free Form Surfaces in Spatial Databases,
Proc. 2nd ACM IEEE Symposium Solid Modeling'93, Montreal, Canada, 1993.
Paper (postscript 41k)
Brinkhoff T., Horn H., Kriegel H.-P., Schneider R.: A Storage
and Access Architecture for Efficient Query Processing in Spatial
Database Systems, Proc. 3rd Int. Symposium on Large Spatial
Databases (SSD'93), Singapore, 1993, in: Lecture Notes in Computer
Science, Vol. 692, Springer, 1993, pp. 357-376.
Abstract, Paper (pdf 272k)
Schiwietz M., Kriegel H.-P.: Query Processing of Spatial
Objects: Complexity versus Redundancy, Proc. 3rd Int. Symposium
on Large Spatial Databases (SSD'93), Singapore, 1993, in: Lecture Notes
in Computer Science, Vol. 692, Springer, 1993, pp. 377-396.
Abstract, Paper (postscript 590k)
Brinkhoff T., Kriegel H.-P., Seeger B.: Efficient Processing of
Spatial Joins Using R-trees, Proc. ACM SIGMOD Int. Conf. on
Management of Data (SIGMOD'93), Washington DC, 1993, pp. 237-246.
Abstract, Paper (postscript 280k)
Kriegel H.-P., Brinkhoff T., Schneider R.: Efficient Spatial
Query Processing in Geographic Database Systems, in: IEEE Data
Engineering Bulletin, Vol. 16, No. 3, 1993, pp. 10-15.
Paper (postscript 307k)
Kriegel H.-P., Heep S., Fahldiek A., Mysliwietz N.: Query
Processing of Geometric Objects with Free Form Boundaries in Spatial
Databases, Proc. 4th Int. Conf. on Database and Expert Systems
Applications (DEXA'93), Prague, Czeck Republic, 1993, in: Lecture Notes
in Computer Science, Vol. 720, Springer, 1993, pp. 349-360.
Abstract, Paper (postscript 4.1M)
Kriegel H.-P., Schneider R., Brinkhoff T.: Potentials for
Improving Query Processing in Spatial Database Systems, Proc.
9iemes Journees Bases de Donnees Avoncees (9th Conf. on Advanced
Databases), Toulouse, France, 1993, pp. 11-31.
Paper (postscript 1.1M)
Keim D. A., Kriegel H.-P., Miethsam A.: Integration of
Relational Databases in a Multidatabase System based on Schema
Enrichment, Proc. 3rd Int. Workshop on Interoperability in
Multidatabase Systems (RIDE-IMS), Vienna, Austria, 1993, pp. 96-104.
Abstract, Paper (postscript 254k)
Keim D. A., Kriegel H.-P., Miethsam A.: Object-Oriented Querying
of Existing Relational Databases, Proc. 4th Int. Conf. on
Database and Expert Systems Applications (DEXA'93), Prague, Czech
Republic, 1993, in: Lecture Notes in Computer Science, Vol. 720,
Springer, 1993, pp. 325-336.
Abstract, Paper (postscript 220k)
Keim D. A., Kriegel H.-P., Seidl T.: Visual Feedback in Querying
Large Databases, Proc. Visualization'93 Conf., San Jose, CA,
1993, pp. 158-165.
Abstract, Paper (postscript 130k)
Keim D. A., Lum V.: GRADI: A Graphical Database Interface for a
Multimedia DBMS, Proc. Int. Workshop on Interfaces to
Databases, Glasgow, U.K., 1992, in: Workshops in Computing, Springer,
1993, pp. 95-112.
Paper (postscript 150k)
Keim D. A., Kriegel H.-P., Miethsam A.: Query Translation of an
Object-Oriented into a Relational Query Language, Technical
Report No. 9325, Institute for Computer Science, University of Munich,
1993.
Abstract, Paper (postscript
192K)
Rigaux P., Scholl M., Voisard A.: A Map Editing Kernel
Implementation: Application to Multiple Scale Display,
Technical Report No. 9317, Institute for Computer Science, University
of Munich, 1993.
Abstract
Vollversion erhältlich unter der e-mail Addresse / full version
can be received by: voisard@informatik.fu-berlin.de
Benoit D., Voisard A.: A Unified Approach to Geographic Data
Modeling, Technical Report No. 9316, Institute for Computer
Science, University of Munich, 1993.
Abstract
Vollversion erhältlich unter der e-mail Addresse / full version
can be received by: voisard@informatik.fu-berlin.de
Keim D. A., Kriegel H.-P., Seidl T.: Supporting Data Mining of
Large Databases by Visual Feedback Queries, Technical Report
No. 9310, Institute for Computer Science, University of Munich, 1993.
Abstract, Paper (postscript 790k)
Keim D. A., Kriegel H.-P., Miethsam A.: Object-Oriented Modeling
of Meta-Information for Semantic Schema Enrichment and (Semi)Automated
Schema Transformation, Technical Report No. 9306, Institute for
Computer Science, University of Munich, 1993.
Abstract, Paper (postscript
134k)
1992
Kriegel H.-P., Brinkhoff T., Schneider R.: An Efficient Map
Overlay Algorithm based on Spatial Access Methods and Computational
Geometry, Proc. Int. Workshop on Database Management Systems
for Geographical Applications, Capri, Italy, 1991, in: Geographic
Database Management Systems, Springer, 1992, pp. 194-211.
Kriegel H.-P., Heep P., Heep S., Schiwietz M., Schneider R.: An
Access Method Based Query Processor for Spatial Database Systems,
Proc. Int. Workshop on Database Management Systems for Geographical
Applications, Capri, Italy, 1991, in: Geographic Database Management
Systems, Springer, 1992, pp. 273-292.
Schneider R., Kriegel H.-P.: Indexing the Spatiotemporal
Monitoring of a Polygonal Object, Proc. 5th Int. Symposium on
Spatial Data Handling, Charleston, SC, 1992, pp. 200-209.
Paper (pdf 1.6M)
Keim D. A., Lum V.: Visual Query Specification in a Multimedia
Database System, Proc. Visualization'92 Conf., Boston, MA,
1992, pp. 194-201.
Lum V., Keim D. A., Kim K.-C.: Intelligent Natural Language
Processing for Media Data Query, Proc. Int. Golden West Conf.
on Intelligent Systems, Reno, NV, 1992, pp. 257-262.
1991
Kriegel H.-P., Heep P., Heep S., Schiwietz M., Schneider R.: A
Flexible and Extensible Index Manager for Spatial Database Systems,
Proc. 2nd Int. Conf. on Database and Expert Systems Applications
(DEXA'91), Berlin, Germany, 1991, pp. 179-184.
Schneider R., Kriegel H.-P.: The TR*-tree: A New Representation
of Polygonal Objects Supporting Spatial Queries and Operations,
Proc. 7th Workshop on Computational Geometry, Bern, Switzerland, 1991,
in: Lecture Notes in Computer Science, Vol. 553, Springer, 1991, pp.
249-264.
Kriegel H.-P., Horn H., Schiwietz M.: The Performance of Object
Decomposition Techniques for Spatial Query Processing, Proc.
2nd Symposium on Large Spatial Databases (SSD'91), Zurich, Switzerland,
1991, in: Lecture Notes in Computer Science, Vol. 525, Springer, 1991,
pp. 257-276.
Paper (pdf 5.2M)
Kriegel H.-P., Brinkhoff T., Schneider R.: The Combination of
Spatial Access Methods and Computational Geometry in Geographic
Database Systems, Proc. 2nd Symposium on the Design of Large
Spatial Databases (SSD'91), Zurich, Switzerland, 1991, in: Lecture
Notes in Computer Science, Vol. 525, Springer, 1991, pp. 5-22.
Paper (pdf 5.1M)
Kriegel H.-P.: Query Processing in Spatial Database Systems,
Proc. New Results and New Trends in Computer Science, Graz, Austria,
1991, in: Lecture Notes in Computer Science, Vol. 555, Springer, 1991,
pp. 172-191.
Keim D. A., Kim K.-C., Lum V.: A Friendly and Intelligent
Approach to Data Retrieval in a Multimedia DBMS, Proc. Int.
Conf. on Database and Expert Systems Applications (DEXA'91), Berlin,
Germany, 1991, pp. 102-111.
1990
Kriegel H.-P., Schiwietz M., Schneider R., Seeger B.: Performance
Comparison of Point and Spatial Access Methods, Proc. 1st Symp.
on the Design and Implementation of Large Spatial Databases, Santa
Barbara, CA, 1989, in: Lecture Notes in Computer Science, Vol. 409,
Springer, 1990, pp. 89-114.
Paper (pdf 2.8M)
Kriegel H.-P., Seeger B., Schneider R., Beckmann N.: The
R*-tree: An Efficient Access Method for Geographic Information Systems,
Proc. Int. Conf. on Geographic Information Systems, Ottawa, Canada,
1990.
Seeger B., Kriegel H.-P.: The Buddy Tree: An Efficient and
Robust Access Method for Spatial Data Base Systems, Proc. 16th
Int. Conf. on Very Large Data Bases (VLDB'90), Brisbane, Australia,
1990, pp. 590-601.
Paper (pdf 1.2M)
Beckmann N., Kriegel H.-P., Schneider R., Seeger B.: The
R*-tree: An Efficient and Robust Access Method for Points and Rectangles,
Proc. ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'90), Atlantic
City, NJ, 1990, pp. 322-331.
Paper (pdf 1.2M)
Seeger B., Kriegel H.-P.: Design, Implementation and Performance
Comparison of the Buddy Tree, Proc. Int. Conf. on Database and
Expert Systems Applications (DEXA'90), Vienna, Austria, 1990, pp.
203-207.
Kriegel H.-P., Schneider R.: Entwurf eines
Bioindikations-Datenbanksystems (Design of a Bioindication Database
System (in German)), Proc. 5th Int. Symposium Informatik
für den Umweltschutz, Vienna, Austria, 1990, in:
Informatik-Fachberichte, Vol. 256, Springer, pp. 17-26.
Kriegel H.-P., Heep P., Heep S., Schiewitz M., Schneider R., Seeger B.:Datenbanksysteme
im Umweltbereich: Anforderungen und Konzepte, in: Impulse aus
der Forschung, Universität Bremen, April 1990.
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