Martin Ester

Byron J. Gao, Martin Ester, Hui Xiong, Jin-Yi Cai, Oliver Schulte: The Minimum Consistent Subset Cover Problem: A Minimization View of Data Mining. IEEE Trans. Knowl. Data Eng. 25(3): 690-703 (2013)

Byron J. Gao, Obi L. Griffith, Martin Ester, Hui Xiong, Qiang Zhao, Steven J. M. Jones: On the Deep Order-Preserving Submatrix Problem: A Best Effort Approach. IEEE Trans. Knowl. Data Eng. 24(2): 309-325 (2012)

Bo Hu, Zhao Song, Martin Ester: User Features and Social Networks for Topic Modeling in Online Social Media. ASONAM 2012: 202-209

Bo Hu, Mohsen Jamali, Martin Ester: Learning the Strength of the Factors Influencing User Behavior in Online Social Networks. ASONAM 2012: 368-375

Samaneh Moghaddam, Martin Ester: On the design of LDA models for aspect-based opinion mining. CIKM 2012: 803-812

Stephan Günnemann, Phuong Dao, Mohsen Jamali, Martin Ester: Assessing the Significance of Data Mining Results on Graphs with Feature Vectors. ICDM 2012: 270-279

Samaneh Moghaddam, Martin Ester: Aspect-based opinion mining from product reviews. SIGIR 2012: 1184

Samaneh Moghaddam, Mohsen Jamali, Martin Ester: ETF: extended tensor factorization model for personalizing prediction of review helpfulness. WSDM 2012: 163-172

Phuong Dao, Kendric Wang, Colin Collins, Martin Ester, Anna Lapuk, Süleyman Cenk Sahinalp: Optimally discriminative subnetwork markers predict response to chemotherapy. Bioinformatics [ISMB/ECCB] 27(13): 205-213 (2011)

Samaneh Moghaddam, Mohsen Jamali, Martin Ester: Review recommendation: personalized prediction of the quality of online reviews. CIKM 2011: 2249-2252

Samaneh Moghaddam, Martin Ester: AQA: Aspect-based Opinion Question Answering. ICDM Workshops 2011: 89-96

Mohsen Jamali, Martin Ester: A Transitivity Aware Matrix Factorization Model for Recommendation in Social Networks. IJCAI 2011: 2644-2649

Mohsen Jamali, Tianle Huang, Martin Ester: A generalized stochastic block model for recommendation in social rating networks. RecSys 2011: 53-60

Mohammad A. Tayebi, Mohsen Jamali, Martin Ester, Uwe Glässer, Richard Frank: CrimeWalker: a recommendation model for suspect investigation. RecSys 2011: 173-180

Samaneh Moghaddam, Martin Ester: ILDA: interdependent LDA model for learning latent aspects and their ratings from online product reviews. SIGIR 2011: 665-674

Mohsen Jamali, Gholamreza Haffari, Martin Ester: Modeling the temporal dynamics of social rating networks using bidirectional effects of social relations and rating patterns. WWW 2011: 527-536

Patricia L. Brantingham, Martin Ester, Richard Frank, Uwe Glässer, Mohammad A. Tayebi: Co-offending Network Mining. Counterterrorism and Open Source Intelligence 2011: 73-102

Nancy Y. Yu, James R. Wagner, Matthew R. Laird, Gabor Melli, Sébastien Rey, Raymond Lo, Phuong Dao, Süleyman Cenk Sahinalp, Martin Ester, Leonard J. Foster, Fiona S. L. Brinkman: PSORTb 3.0: improved protein subcellular localization prediction with refined localization subcategories and predictive capabilities for all prokaryotes. Bioinformatics 26(13): 1608-1615 (2010)

Phuong Dao, Recep Colak, Raheleh Salari, Flavia Moser, Elai Davicioni, Alexander Schönhuth, Martin Ester: Inferring cancer subnetwork markers using density-constrained biclustering. Bioinformatics 26(18) (2010)

Gabor Melli, Martin Ester: Supervised identification and linking of concept mentions to a domain-specific ontology. CIKM 2010: 1717-1720

Samaneh Moghaddam, Martin Ester: Opinion digger: an unsupervised opinion miner from unstructured product reviews. CIKM 2010: 1825-1828

Xiaoling Wang, Martin Ester, Weining Qian, Aoying Zhou: FVC: A Feature-Vector-Based Classification for XML Dissemination. DASFAA Workshops 2010: 398-409

Wen Jin, Michael D. Morse, Jignesh M. Patel, Martin Ester, Zengjian Hu: Evaluating skylines in the presence of equijoins. ICDE 2010: 249-260

Mohsen Jamali, Martin Ester: Modeling and Comparing the Influence of Neighbors on the Behavior of Users in Social and Similarity Networks. ICDM Workshops 2010: 336-343

Mohsen Jamali, Martin Ester: A matrix factorization technique with trust propagation for recommendation in social networks. RecSys 2010: 135-142

Xiaoling Wang, Zhen Xu, Chaofeng Sha, Martin Ester, Aoying Zhou: Semi-supervised Learning from Only Positive and Unlabeled Data Using Entropy. WAIM 2010: 668-679

Xiaoling Wang, Martin Ester, Weining Qian, Aoying Zhou: A Data Mining Approach to XML Dissemination. WISE 2010: 442-455

Nawar Malhis, Yaron S. N. Butterfield, Martin Ester, Steven J. M. Jones: Slider - maximum use of probability information for alignment of short sequence reads and SNP detection. Bioinformatics 25(1): 6-13 (2009)

Amin Milani Fard, Martin Ester: Collaborative Mining in Multiple Social Networks Data for Criminal Group Discovery. CSE (4) 2009: 582-587

Richard Frank, Martin Ester, Arno J. Knobbe: A multi-relational approach to spatial classification. KDD 2009: 309-318

Mohsen Jamali, Martin Ester: TrustWalker: a random walk model for combining trust-based and item-based recommendation. KDD 2009: 397-406

Recep Colak, Fereydoun Hormozdiari, Flavia Moser, Alexander Schönhuth, J. Holman, Martin Ester, Süleyman Cenk Sahinalp: Dense Graphlet Statistics of Protein Interaction and Random Networks. Pacific Symposium on Biocomputing 2009: 178-189

Mohsen Jamali, Martin Ester: Using a trust network to improve top-N recommendation. RecSys 2009: 181-188

Samaneh Moghaddam, Mohsen Jamali, Martin Ester, Jafar Habibi: FeedbackTrust: using feedback effects in trust-based recommendation systems. RecSys 2009: 269-272

Flavia Moser, Recep Colak, Arash Rafiey, Martin Ester: Mining Cohesive Patterns from Graphs with Feature Vectors. SDM 2009: 593-604

Phuong Dao, Alexander Schönhuth, Fereydoun Hormozdiari, Iman Hajirasouliha, Süleyman Cenk Sahinalp, Martin Ester: Quantifying Systemic Evolutionary Changes by Color Coding Confidence-Scored PPI Networks. WABI 2009: 37-48

Benjamin C. M. Fung, Ke Wang, Martin Ester: Hierarchical Document Clustering. Encyclopedia of Data Warehousing and Mining 2009: 970-975

Martin Ester: Density-based Clustering. Encyclopedia of Database Systems 2009: 795-799

Obi L. Griffith, Byron J. Gao, Mikhail Bilenky, Yuliya Prichyna, Martin Ester, Steven J. M. Jones: KiWi: A Scalable Subspace Clustering Algorithm for Gene Expression Analysis. CoRR abs/0904.1931 (2009)

Gabriela Moise, Jörg Sander, Martin Ester: Robust projected clustering. Knowl. Inf. Syst. 14(3): 273-298 (2008)

Rong Ge, Martin Ester, Byron J. Gao, Zengjian Hu, Binay K. Bhattacharya, Boaz Ben-Moshe: Joint cluster analysis of attribute data and relationship data: The connected k-center problem, algorithms and applications. TKDD 2(2) (2008)

Oliver Schulte, Hassan Khosravi, Flavia Moser, Martin Ester: Join Bayes Nets: A new type of Bayes net for relational data. CoRR abs/0811.4458 (2008)

Wen Jin, Martin Ester, Zengjian Hu, Jiawei Han: The Multi-Relational Skyline Operator. ICDE 2007: 1276-1280

Ian Davidson, S. S. Ravi, Martin Ester: Efficient incremental constrained clustering. KDD 2007: 240-249

Byron J. Gao, Martin Ester, Jin-yi Cai, Oliver Schulte, Hui Xiong: The minimum consistent subset cover problem and its applications in data mining. KDD 2007: 310-319

Rong Ge, Martin Ester, Wen Jin, Ian Davidson: Constraint-driven clustering. KDD 2007: 320-329

Flavia Moser, Rong Ge, Martin Ester: Joint cluster analysis of attribute and relationship data withouta-priori specification of the number of clusters. KDD 2007: 510-519

Gabor Melli, Martin Ester, Anoop Sarkar: Recognition of Multi-sentence n-ary Subcellular Localization Mentions in Biomedical Abstracts. LBM (Short Papers) 2007

Richard Frank, Flavia Moser, Martin Ester: A Method for Multi-relational Classification Using Single and Multi-feature Aggregation Functions. PKDD 2007: 430-437

Richard Frank, Wen Jin, Martin Ester: Efficiently Mining Regional Outliers in Spatial Data. SSTD 2007: 112-129

Wen Jin, Anthony K. H. Tung, Martin Ester, Jiawei Han: On Efficient Processing of Subspace Skyline Queries on High Dimensional Data. SSDBM 2007: 12

Cuiping Li, Anthony K. H. Tung, Wen Jin, Martin Ester: On Dominating Your Neighborhood Profitably. VLDB 2007: 818-829

Oliver Schulte, Flavia Moser, Martin Ester, Zhiyong Lu: Association Rules in the Relational Calculus. CoRR abs/0710.2083 (2007)

Jian Pei, Yidong Yuan, Xuemin Lin, Wen Jin, Martin Ester, Qing Liu, Wei Wang, Yufei Tao, Jeffrey Xu Yu, Qing Zhang: Towards multidimensional subspace skyline analysis. ACM Trans. Database Syst. 31(4): 1335-1381 (2006)

Byron J. Gao, Martin Ester: Right of Inference: Nearest Rectangle Learning Revisited. ECML 2006: 638-645

Byron J. Gao, Martin Ester: Turning Clusters into Patterns: Rectangle-Based Discriminative Data Description. ICDM 2006: 200-211

Gabriela Moise, Jörg Sander, Martin Ester: P3C: A Robust Projected Clustering Algorithm. ICDM 2006: 414-425

Byron J. Gao, Obi L. Griffith, Martin Ester, Steven J. M. Jones: Discovering significant OPSM subspace clusters in massive gene expression data. KDD 2006: 922-928

Feng Cao, Martin Ester, Weining Qian, Aoying Zhou: Density-Based Clustering over an Evolving Data Stream with Noise. SDM 2006

Martin Ester, Rong Ge, Byron J. Gao, Zengjian Hu, Boaz Ben-Moshe: Joint Cluster Analysis of Attribute Data and Relationship Data: the Connected k-Center Problem. SDM 2006

Byron J. Gao, Martin Ester: Cluster Description Formats, Problems and Algorithms. SDM 2006

Rong Ge, Martin Ester, Wen Jin, Zengjian Hu: A Disc-based Approach to Data Summarization and Privacy Preservation. SSDBM 2006: 321-332

Jennifer L. Gardy, Matthew R. Laird, Fei Chen, Sébastien Rey, C. J. Walsh, Martin Ester, Fiona S. L. Brinkman: PSORTb v.2.0: Expanded prediction of bacterial protein subcellular localization and insights gained from comparative proteome analysis. Bioinformatics 21(5): 617-623 (2005)

Wen Jin, Martin Ester, Jiawei Han: Efficient Processing of Ranked Queries with Sweeping Selection. PKDD 2005: 527-535

Jian Pei, Wen Jin, Martin Ester, Yufei Tao: Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces. VLDB 2005: 253-264

Martin Ester, Rong Ge, Wen Jin, Zengjian Hu: A microeconomic data mining problem: customer-oriented catalog segmentation. KDD 2004: 557-562

Wen Jin, Jiawei Han, Martin Ester: Mining Thick Skylines over Large Databases. PKDD 2004: 255-266

Martin Ester, Xiang Zhang: A Top-Down Method for Mining Most-Specific Frequent Patterns in Biological Sequences. SDM 2004

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

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

Jennifer L. Gardy, Cory Spencer, Ke Wang, Martin Ester, Gábor E. Tusnády, István Simon, Sujun Hua, Katalin de Fays, Christophe G. Lambert, Kenta Nakai, Fiona S. L. Brinkman: PSORT-B: improving protein subcellular localization prediction for Gram-negative bacteria. Nucleic Acids Research 31(13): 3613-3617 (2003)

Rong She, Fei Chen, Ke Wang, Martin Ester, Jennifer L. Gardy, Fiona S. L. Brinkman: Frequent-subsequence-based prediction of outer membrane proteins. KDD 2003: 436-445

Stefan Holland, Martin Ester, Werner Kießling: Preference Mining: A Novel Approach on Mining User Preferences for Personalized Applications. PKDD 2003: 204-216

Benjamin C. M. Fung, Ke Wang, Martin Ester: Hierarchical Document Clustering using Frequent Itemsets. SDM 2003

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

Florian Beil, Martin Ester, Xiaowei Xu: Frequent term-based text clustering. KDD 2002: 436-442

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

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

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

Kai Yu, Zhong Wen, Xiaowei Xu, Martin Ester: Feature Weighting Methods for Improving the Accuracy of Collaborative Filtering (Invited Address). DEXA Workshop 2001: 285-290

Martin Ester, Jörg Sander: Knowledge Discovery in Databases - Techniken und Anwendungen. Springer 2000, isbn 3-540-67328-8

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

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

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

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

Martin Ester: Knowledge Discovery in Spatial Databases (Abstract). Datenbank Rundbrief 23: 25 (1999)

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

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

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

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

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

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

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

Martin Ester, Rüdiger Wittmann: Incremental Generalization for Mining in a Data Warehousing Environment. EDBT 1998: 135-149

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

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

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

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

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

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

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

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

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

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

Hans-Jürgen Appelrath, Martin Ester, Heinrich Jasper, Alfred Ultsch: KOFIS: Ein Expertensystem zur integrierten Dokumenten- und Wissensverwaltung. Expertensysteme 1987: 1-18

Hans-Jürgen Appelrath, Martin Ester: Integrity in a Knowledge Based Office Information System: Modeling with Extended SDM and Implementation with Prolog. Büroautomation 1985: 172-191