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MG_2968Q_small.jpg Email: erich.schubert At sign cs.tu-dortmund.de
Phone: 0231/755-7876
Fax: 0231/755-5105
Room-No.: OH14 R334

Consultation hour:
Consultation hour: by appointment
During the semester break (solely by arrangement)

About

Professor of Data Mining

NEW HOMEPAGE

Online office hour: by appointment only

No international interships: I do not take international students for an internship for the academic years 2023/2024/2025. Emails asking for an internship are likely to remain unanswered.

TU Dortmund students are welcome to talk to me about thesises, of course! Above paragraph applies to internship applications from outside Europe, and has become necessary because of the frequency of such requests with low relevancy.

For thesis topics, please see the German version of this page.

Image credit: TU Dortmund/Nikolas Golsch

Publications

Bause/etal/2022a Franka Bause and Erich Schubert and Nils M. Kriege. EmbAssi: embedding assignment costs for similarity search in large graph databases. In Data Mining and Knowledge Discovery, Springer, 2022. Arrow Symbol
Lang/Schubert/2021a Andreas Lang and Erich Schubert. BETULA: Fast Clustering of Large Data with Improved BIRCH CF-Trees. In Information Systems, Vol. 108, pages 101918, 2022. Arrow Symbol
Lenssen/Schubert/2022a Lars Lenssen and Erich Schubert. Clustering by Direct Optimization of the Medoid Silhouette. In Similarity Search and Applications, SISAP, 2022. Arrow Symbol
Schubert/2022a Erich Schubert. Automatic Indexing for Similarity Search in ELKI. In Similarity Search and Applications, SISAP, 2022. Arrow Symbol
Schubert/Lenssen/2022a Erich Schubert and Lars Lenssen. Fast k-medoids Clustering in Rust and Python. In Journal of Open Source Software, Vol. 7, No. 75, pages 4183, The Open Journal, 2022. Arrow Symbol
Schubert/Lenssen/2022b Erich Schubert and Lars Lenssen. Fast k-medoids Clustering in Rust and Python. Zenodo, 2022.
Thordsen/Schubert/2022a Erik Thordsen and Erich Schubert. ABID: Angle Based Intrinsic Dimensionality -- Theory and Analysis. In Information Systems, Vol. 108, pages 101989, 2022. Arrow Symbol
Thordsen/Schubert/2022b Erik Thordsen and Erich Schubert. On Projections to Linear Subspaces. In Similarity Search and Applications, SISAP, 2022. Arrow Symbol
Bause/etal/2021a Franka Bause and David B. Blumenthal and Erich Schubert and Nils M. Kriege. Metric Indexing for Graph Similarity Search. In Similarity Search and Applications - 14th International Conference, SISAP 2021, Dortmund, Germany, September 29 - October 1, 2021, Proceedings, Vol. 13058, pages 323--336, Springer, 2021. Arrow Symbol
Boczek/etal/2021a Karin Boczek and Erich Schubert and Jonas Rieger and Carsten Jentsch and Henrik Müller and Jörg Rahnenführer. Mapping the news one transcript at a time: Using subtitle data from streaming services to analyse journalistic coverage. In Future of Journalism Conference, Cardiff, 2021.
Boczek/etal/2021b Karin Boczek and Erich Schubert and Jonas Rieger and Carsten Jentsch and Henrik Müller and Jörg Rahnenführer. Automatisierter Programmauftrag: Auswirkungen algorithmischer Gewichtungen auf die Verbreitung von Journalismus in öffentlich-rechtlichen Mediatheken. In Innovationen im Journalismus -- Jahrestagung FG Journalistik/Journalismusforschung der DGPuK, 2021.
Reyes/etal/2021a Nora Reyes and Richard Connor and Nils M. Kriege and Daniyal Kazempour and Ilaria Bartolini and Erich Schubert and Jian-Jia Chen (editors). Similarity Search and Applications - 14th International Conference, SISAP 2021, Dortmund, Germany, September 29 - October 1, 2021, Proceedings. Vol. 13058, Springer, 2021. Arrow Symbol
Schubert/2021a Erich Schubert. HACAM: Hierarchical Agglomerative Clustering Around Medoids -- and its Limitations. In Thomas Seidl and Michael Fromm and Sandra Obermeier (editors), Proceedings of the LWDA 2021 Workshops: FGWM, KDML, FGWI-BIA, and FGIR, Online, September 1-3, 2021, Vol. 2993, pages 191--204, CEUR-WS.org, 2021. Arrow Symbol
Schubert/2021b Erich Schubert. A Triangle Inequality for Cosine Similarity. In Similarity Search and Applications - 14th International Conference, SISAP 2021, Dortmund, Germany, September 29 - October 1, 2021, Proceedings, Vol. 13058, pages 32--44, Springer, 2021. Arrow Symbol
Schubert/etal/2021a Erich Schubert and Andreas Lang and Gloria Feher. Accelerating Spherical k-Means. In Similarity Search and Applications - 14th International Conference, SISAP 2021, Dortmund, Germany, September 29 - October 1, 2021, Proceedings, Vol. 13058, pages 217--231, Springer, 2021. Arrow Symbol
Schubert/Rousseeuw/2021a Erich Schubert and Peter J. Rousseeuw. Fast and Eager k-Medoids Clustering: O(k) Runtime Improvement of the PAM, CLARA, and CLARANS Algorithms. In Information Systems, Vol. 101, pages 101804, 2021. Arrow Symbol
Thordsen/Schubert/2021a Erik Thordsen and Erich Schubert. CANDLE: Classification And Noise Detection With Local Embedding Approximations. In Thomas Seidl and Michael Fromm and Sandra Obermeier (editors), Proceedings of the LWDA 2021 Workshops: FGWM, KDML, FGWI-BIA, and FGIR, Online, September 1-3, 2021, Vol. 2993, pages 219--231, CEUR-WS.org, 2021. Arrow Symbol
Thordsen/Schubert/2021b Erik Thordsen and Erich Schubert. MESS: Manifold Embedding Motivated Super Sampling. In Similarity Search and Applications - 14th International Conference, SISAP 2021, Dortmund, Germany, September 29 - October 1, 2021, Proceedings, Vol. 13058, pages 232--246, Springer, 2021. Arrow Symbol
Koprinska/etal/2020a Irena Koprinska and Michael Kamp and Annalisa Appice and Corrado Loglisci and Luiza Antonie and Albrecht Zimmermann and Riccardo Guidotti and Özlem Özgöbek and Rita P. Ribeiro and Ricard Gavaldà and João Gama and Linara Adilova and Yamuna Krishnamurthy and Pedro M. Ferreira and Donato Malerba and Ibéria Medeiros and Michelangelo Ceci and Giuseppe Manco and Elio Masciari and Zbigniew W. Ras and Peter Christen and Eirini Ntoutsi and Erich Schubert and Arthur Zimek and Anna Monreale and Przemyslaw Biecek and Salvatore Rinzivillo and Benjamin Kille and Andreas Lommatzsch and Jon Atle Gulla (editors). ECML PKDD 2020 Workshops - Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings. Vol. 1323, Springer, 2020. Arrow Symbol
Lang/Schubert/2020a Andreas Lang and Erich Schubert. BETULA: Numerically Stable CF-Trees for BIRCH Clustering. In Proceedings of the 13th International Conference on Similarity Search and Applications SISAP 2020, Copenhagen, Denmark, pages 281--296, 2020. Arrow Symbol
Thordsen/Schubert/2020a Erik Thordsen and Erich Schubert. ABID: Angle Based Intrinsic Dimensionality. In Proceedings of the 13th International Conference on Similarity Search and Applications SISAP 2020, Copenhagen, Denmark, pages 218--232, 2020. Arrow Symbol
Amsaleg/etal/2019a Laurent Amsaleg and Michael E. Houle and Erich Schubert. Introduction to Special Issue of the 9th International Conference on Similarity Search and Applications (SISAP 2016). In Information Systems, Vol. 80, pages 107, 2019. Arrow Symbol
Ntoutsi/etal/2019a Eirini Ntoutsi and Erich Schubert and Arthur Zimek and Albrecht Zimmermann. 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning (EDML 2019). In Eirini Ntoutsi and Erich Schubert and Arthur Zimek and Albrecht Zimmermann (editors), Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning co-located with SIAM International Conference on Data Mining (SDM 2019), Calgary, Alberta, Canada, May 4th, 2019., Vol. 2436, pages 1--3, CEUR-WS.org, 2019. Arrow Symbol
Ntoutsi/etal/2019b Eirini Ntoutsi and Erich Schubert and Arthur Zimek and Albrecht Zimmermann (editors). Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning co-located with SIAM International Conference on Data Mining (SDM 2019), Calgary, Alberta, Canada, May 4th, 2019. Vol. 2436, CEUR-WS.org, 2019. Arrow Symbol
Schubert/Rousseeuw/2019a Erich Schubert and Peter J. Rousseeuw. Faster k-Medoids Clustering: Improving the PAM, CLARA, and CLARANS Algorithms. In Proceedings of the 12th International Conference on Similarity Search and Applications, SISAP 2019, Newark, NJ, October 2-4, pages 171--187, 2019. Arrow Symbol
Schubert/Zimek/2019a Erich Schubert and Arthur Zimek. ELKI: A large open-source library for data analysis - ELKI Release 0.7.5 "Heidelberg". In CoRR, Vol. abs/1902.03616, 2019. Arrow Symbol
Houle/etal/2018a Michael E. Houle and Erich Schubert and Arthur Zimek. On the Correlation Between Local Intrinsic Dimensionality and Outlierness. In Proceedings of the 11th International Conference on Similarity Search and Applications (SISAP), Lima, Peru, pages 177-191, 2018. Arrow Symbol
Schubert/etal/2018a Erich Schubert and Andreas Spitz and Michael Gertz. Exploring Significant Interactions in Live News. In Proceedings of the 2nd International Workshop on Recent Trends in News Information Retrieval (NewsIR'18) co-located with 40th European Conference on Information Retrieval (ECIR 2018), Grenoble, France, pages 39--44, 2018. Arrow Symbol
Schubert/etal/2018b Erich Schubert and Sibylle Hess and Katharina Morik. The Relationship of DBSCAN to Matrix Factorization and Spectral Clustering. In Proceedings of the Conference "Lernen, Wissen, Daten, Analysen" (LWDA), Mannheim, Germany, pages 330--334, 2018. Arrow Symbol
Schubert/Gertz/2018a Erich Schubert and Michael Gertz. Numerically Stable Parallel Computation of (Co-)Variance. In Proceedings of the 30th International Conference on Scientific and Statistical Database Management (SSDBM), Bolzano-Bozen, Italy, pages 10:1--10:12, 2018. Arrow Symbol
Schubert/Gertz/2018b Erich Schubert and Michael Gertz. Improving the Cluster Structure Extracted from OPTICS Plots. In Proceedings of the Conference "Lernen, Wissen, Daten, Analysen" (LWDA), Mannheim, Germany, pages 318--329, 2018. Arrow Symbol
Casanova/etal/2017a Guillaume Casanova and Elias Englmeier and Michael E. Houle and Peer Kröger and Michael Nett and Erich Schubert and Arthur Zimek. Dimensional Testing for Reverse k-Nearest Neighbor Search. In Proceedings of the VLDB Endowment, Vol. 10, No. 7, pages 769--780, 2017. Arrow Symbol
Kirner/etal/2017a Evelyn Kirner and Erich Schubert and Arthur Zimek. Good and Bad Neighborhood Approximations for Outlier Detection Ensembles. In Proceedings of the 10th International Conference on Similarity Search and Applications (SISAP), Munich, Germany, pages 173--187, 2017. Arrow Symbol
Kriegel/etal/2017a Hans-Peter Kriegel and Erich Schubert and Arthur Zimek. The (black) art of runtime evaluation: Are we comparing algorithms or implementations?. In Knowledge and Information Systems (KAIS), Vol. 52, No. 2, pages 341--378, 2017. Arrow Symbol
Schubert/etal/2017b Erich Schubert and Andreas Spitz and Michael Weiler and Johanna Geiß and Michael Gertz. Semantic Word Clouds with Background Corpus Normalization and t-distributed Stochastic Neighbor Embedding. In CoRR, Vol. abs/1708.03569, 2017. Arrow Symbol
Schubert/etal/2017c Erich Schubert and Jörg Sander and Martin Ester and Hans-Peter Kriegel and Xiaowei Xu. DBSCAN Revisited, Revisited: Why and How You Should (Still) Use DBSCAN. In ACM Transactions on Database Systems (TODS), Vol. 42, No. 3, pages 19:1--19:21, 2017. Arrow Symbol
Schubert/Gertz/2017a Erich Schubert and Michael Gertz. Intrinsic t-Stochastic Neighbor Embedding for Visualization and Outlier Detection - A Remedy Against the Curse of Dimensionality?. In Proceedings of the 10th International Conference on Similarity Search and Applications (SISAP), Munich, Germany, pages 188--203, 2017. Arrow Symbol
Zimek/Schubert/2017a Arthur Zimek and Erich Schubert. Outlier Detection. In Ling Liu and M. Tamer Özsu (editors), Encyclopedia of Database Systems, pages 5, Springer, 2017. Arrow Symbol
Amsaleg/etal/2016a Laurent Amsaleg and Michael E. Houle and Erich Schubert (editors). Similarity Search and Applications - 9th International Conference, SISAP 2016, Tokyo, Japan, October 24-26, 2016. Proceedings. Vol. 9939, 2016. Arrow Symbol
Campos/etal/2016a Guilherme O. Campos and Arthur Zimek and Jörg Sander and Ricardo J. G. B. Campello and Barbora Micenková and Erich Schubert and Ira Assent and Michael E. Houle. On the Evaluation of Outlier Detection: Measures, Datasets, and an Empirical Study Continued. In Proceedings of the Conference "Lernen, Wissen, Daten, Analysen" (LWDA), Potsdam, Germany, 2016. Arrow Symbol
Campos/etal/2016b Guilherme O. Campos and Arthur Zimek and Jörg Sander and Ricardo J. G. B. Campello and Barbora Micenková and Erich Schubert and Ira Assent and Michael E. Houle. On the Evaluation of Unsupervised Outlier Detection: Measures, Datasets, and an Empirical Study. In Data Mining and Knowledge Discovery, Vol. 30, No. 4, pages 891--927, 2016. Arrow Symbol
Schubert/etal/2016a Erich Schubert and Michael Weiler and Hans-Peter Kriegel. Scalable Detection of Emerging Topics and Geo-spatial Events in Large Textual Streams. In Proceedings of the Conference "Lernen, Wissen, Daten, Analysen" (LWDA), Potsdam, Germany, 2016. Arrow Symbol
Schubert/etal/2016b Erich Schubert and Michael Weiler and Hans-Peter Kriegel. SPOTHOT: Scalable Detection of Geo-spatial Events in Large Textual Streams. In Proceedings of the 28th International Conference on Scientific and Statistical Database Management (SSDBM), Budapest, Hungary, pages 8:1--8:12, 2016. Arrow Symbol
Schubert/2015a Erich Schubert and OpenStreetMap Contributors. Fast Reverse Geocoder using OpenStreetMap data. 2015. Arrow Symbol
Schubert/etal/2015a Erich Schubert and Alexander Koos and Tobias Emrich and Andreas Züfle and Klaus Arthur Schmid and Arthur Zimek. A Framework for Clustering Uncertain Data. In Proceedings of the VLDB Endowment, Vol. 8, No. 12, pages 1976--1979, 2015. Arrow Symbol
Schubert/etal/2015b Erich Schubert and Michael Weiler and Arthur Zimek. Outlier Detection and Trend Detection: Two Sides of the Same Coin. In 1st International Workshop on Event Analytics using Social Media Data at the 15th IEEE International Conference on Data Mining (ICDM), Atlantic City, NJ, pages 40--46, 2015. Arrow Symbol
Schubert/etal/2015c Erich Schubert and Arthur Zimek and Hans-Peter Kriegel. Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles. In Proceedings of the 20th International Conference on Database Systems for Advanced Applications (DASFAA), Hanoi, Vietnam, pages 19--36, 2015. Arrow Symbol
Dang/etal/2014a Xuan Hong Dang and Ira Assent and Raymond T. Ng and Arthur Zimek and Erich Schubert. Discriminative Features for Identifying and Interpreting Outliers. In Proceedings of the 30th International Conference on Data Engineering (ICDE), Chicago, IL, pages 88--99, 2014. Arrow Symbol
Schubert/etal/2014a Erich Schubert and Michael Weiler and Hans-Peter Kriegel. SigniTrend: Scalable Detection of Emerging Topics in Textual Streams by Hashed Significance Thresholds. In Proceedings of the 20th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), New York, NY, pages 871--880, 2014. Arrow Symbol
Schubert/etal/2014b Erich Schubert and Arthur Zimek and Hans-Peter Kriegel. Local Outlier Detection Reconsidered: a Generalized View on Locality with Applications to Spatial, Video, and Network Outlier Detection. In Data Mining and Knowledge Discovery, Vol. 28, No. 1, pages 190--237, 2014. Arrow Symbol
Schubert/etal/2014c Erich Schubert and Arthur Zimek and Hans-Peter Kriegel. Generalized Outlier Detection with Flexible Kernel Density Estimates. In Proceedings of the 14th SIAM International Conference on Data Mining (SDM), Philadelphia, PA, pages 542--550, 2014. Arrow Symbol
Achtert/etal/2013a Elke Achtert and Hans-Peter Kriegel and Erich Schubert and Arthur Zimek. Interactive Data Mining with 3D-Parallel-Coordinate-Trees. In Proceedings of the ACM International Conference on Management of Data (SIGMOD), New York City, NY, pages 1009--1012, 2013. Arrow Symbol
Schubert/2013a Erich Schubert. Generalized and Efficient Outlier Detection for Spatial, Temporal, and High-Dimensional Data Mining. Ludwig-Maximilians-Universität München, Munich, Germany, 2013. Arrow Symbol
Schubert/etal/2013a Erich Schubert and Arthur Zimek and Hans-Peter Kriegel. Geodetic Distance Queries on R-Trees for Indexing Geographic Data. In Proceedings of the 13th International Symposium on Spatial and Temporal Databases (SSTD), Munich, Germany, pages 146--164, 2013. Arrow Symbol
Zimek/etal/2013a Arthur Zimek and Erich Schubert and Hans-Peter Kriegel. Outlier Detection in High-Dimensional Data. 2013.
Achtert/etal/2012a Elke Achtert and Sascha Goldhofer and Hans-Peter Kriegel and Erich Schubert and Arthur Zimek. Evaluation of Clusterings -- Metrics and Visual Support. In Proceedings of the 28th International Conference on Data Engineering (ICDE), Washington, DC, pages 1285--1288, 2012. Arrow Symbol
Kriegel/etal/2012a Hans-Peter Kriegel and Peer Kröger and Erich Schubert and Arthur Zimek. Outlier Detection in Arbitrarily Oriented Subspaces. In Proceedings of the 12th IEEE International Conference on Data Mining (ICDM), Brussels, Belgium, pages 379--388, 2012. Arrow Symbol
Schubert/etal/2012a Erich Schubert and Remigius Wojdanowski and Arthur Zimek and Hans-Peter Kriegel. On Evaluation of Outlier Rankings and Outlier Scores. In Proceedings of the 12th SIAM International Conference on Data Mining (SDM), Anaheim, CA, pages 1047--1058, 2012. Arrow Symbol
Zimek/etal/2012a Arthur Zimek and Erich Schubert and Hans-Peter Kriegel. Outlier Detection in High-Dimensional Data. pages xxx--xxxii, 2012. Arrow Symbol
Zimek/etal/2012b Arthur Zimek and Erich Schubert and Hans-Peter Kriegel. A Survey on Unsupervised Outlier Detection in High-Dimensional Numerical Data. In Statistical Analysis and Data Mining, Vol. 5, No. 5, pages 363--387, 2012. Arrow Symbol
Achtert/etal/2011a Elke Achtert and Ahmed Hettab and Hans-Peter Kriegel and Erich Schubert and Arthur Zimek. Spatial Outlier Detection: Data, Algorithms, Visualizations. In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN, pages 512--516, 2011. Arrow Symbol
Bernecker/etal/2011a Thomas Bernecker and Michael E. Houle and Hans-Peter Kriegel and Peer Kröger and Matthias Renz and Erich Schubert and Arthur Zimek. Quality of Similarity Rankings in Time Series. In Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN, pages 422--440, 2011. Arrow Symbol
Kriegel/etal/2011a Hans-Peter Kriegel and Erich Schubert and Arthur Zimek. Evaluation of Multiple Clustering Solutions. In 2nd MultiClust Workshop: Discovering, Summarizing and Using Multiple Clusterings Held in Conjunction with ECML PKDD 2011, Athens, Greece, pages 55--66, 2011.
Kriegel/etal/2011b Hans-Peter Kriegel and Peer Kröger and Erich Schubert and Arthur Zimek. Interpreting and Unifying Outlier Scores. In Proceedings of the 11th SIAM International Conference on Data Mining (SDM), Mesa, AZ, pages 13--24, 2011. Arrow Symbol
Achtert/etal/2010a Elke Achtert and Hans-Peter Kriegel and Lisa Reichert and Erich Schubert and Remigius Wojdanowski and Arthur Zimek. Visual Evaluation of Outlier Detection Models. In Proceedings of the 15th International Conference on Database Systems for Advanced Applications (DASFAA), Tsukuba, Japan, pages 396--399, 2010. Arrow Symbol
Bernecker/etal/2010a Thomas Bernecker and Tobias Emrich and Franz Graf and Hans-Peter Kriegel and Peer Kröger and Matthias Renz and Erich Schubert and Arthur Zimek. Subspace Similarity Search Using the Ideas of Ranking and Top-k Retrieval. In Proceedings of the 26th International Conference on Data Engineering (ICDE) Workshop on Ranking in Databases (DBRank), Long Beach, CA, pages 4--9, 2010. Arrow Symbol
Bernecker/etal/2010b Thomas Bernecker and Tobias Emrich and Franz Graf and Hans-Peter Kriegel and Peer Kröger and Matthias Renz and Erich Schubert and Arthur Zimek. Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces. In Proceedings of the 22nd International Conference on Scientific and Statistical Database Management (SSDBM), Heidelberg, Germany, pages 555--564, 2010. Arrow Symbol
Faerber/etal/2010a Ines Färber and Stephan Günnemann and Hans-Peter Kriegel and Peer Kröger and Emmanuel Müller and Erich Schubert and Thomas Seidl and Arthur Zimek. On Using Class-Labels in Evaluation of Clusterings. In MultiClust: 1st International Workshop on Discovering, Summarizing and Using Multiple Clusterings Held in Conjunction with KDD 2010, Washington, DC, 2010.
Houle/etal/2010a Michael E. Houle and Hans-Peter Kriegel and Peer Kröger and Erich Schubert and Arthur Zimek. Can Shared-Neighbor Distances Defeat the Curse of Dimensionality?. In Proceedings of the 22nd International Conference on Scientific and Statistical Database Management (SSDBM), Heidelberg, Germany, pages 482--500, 2010. Arrow Symbol
Achtert/etal/2009a Elke Achtert and Thomas Bernecker and Hans-Peter Kriegel and Erich Schubert and Arthur Zimek. ELKI in Time: ELKI 0.2 for the Performance Evaluation of Distance Measures for Time Series. In Proceedings of the 11th International Symposium on Spatial and Temporal Databases (SSTD), Aalborg, Denmark, pages 436--440, 2009. Arrow Symbol
Kriegel/etal/2009b Hans-Peter Kriegel and Peer Kröger and Erich Schubert and Arthur Zimek. Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data. In Proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Bangkok, Thailand, pages 831--838, 2009. Arrow Symbol
Kriegel/etal/2009d Hans-Peter Kriegel and Peer Kröger and Erich Schubert and Arthur Zimek. LoOP: Local Outlier Probabilities. In Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM), Hong Kong, China, pages 1649--1652, 2009. Arrow Symbol
Kriegel/etal/2008b Hans-Peter Kriegel and Peer Kröger and Erich Schubert and Arthur Zimek. A General Framework for Increasing the Robustness of PCA-Based Correlation Clustering Algorithms. In Proceedings of the 20th International Conference on Scientific and Statistical Database Management (SSDBM), Hong Kong, China, pages 418--435, 2008. Arrow Symbol
Riley/Schubert/2005a Patrick F. Riley and Erich Schubert. mReplay: Mobile Sports Replay and Fan Democracy. In Axmedis 2005: Proceedings of the 1st International conference on Automated production of Cross Media content for Multi-channel distribution, 2005. Arrow Symbol
Schubert/2005a Erich Schubert. Structure Preserving Difference Search in Semistructured Data. Ludwig-Maximilians-Universität München, Munich, Germany, 2005.
Schubert/etal/2005a Erich Schubert and Sebastian Schaffert and François Bry. Structure-Preserving Difference Search for XML Documents. In Proceedings of the Extreme Markup Languages 2005 Conference, Montreal, Quebec, Canada, 2005.