2013
106The Minimum Consistent Subset Cover Problem: A Minimization View of Data Mining. Byron J. Gao, Martin Ester, Hui Xiong, Jin-Yi Cai, Oliver Schulte. IEEE Trans. Knowl. Data Eng. (25): 690-703 (2013). Web SearchBibTeXDownload
105The FLDA model for aspect-based opinion mining: addressing the cold start problem. Samaneh Moghaddam, Martin Ester. WWW 2013, 909-918. Web SearchBibTeXDownload
2012
104Learning the Strength of the Factors Influencing User Behavior in Online Social Networks. Bo Hu, Mohsen Jamali, Martin Ester. ASONAM 2012, 368-375. Web SearchBibTeXDownload
103User Features and Social Networks for Topic Modeling in Online Social Media. Bo Hu, Zhao Song, Martin Ester. ASONAM 2012, 202-209. Web SearchBibTeXDownload
102On the design of IDA models for aspect-based opinion mining. Samaneh Moghaddam, Martin Ester. CIKM 2012, 803-812. Web SearchBibTeXDownload
101On the design of LDA models for aspect-based opinion mining. Samaneh Moghaddam, Martin Ester. CIKM 2012, 803-812. Web SearchBibTeXDownload
100Assessing the Significance of Data Mining Results on Graphs with Feature Vectors. Stephan Günnemann, Phuong Dao, Mohsen Jamali, Martin Ester. ICDM 2012, 270-279. Web SearchBibTeXDownload
99On the Deep Order-Preserving Submatrix Problem: A Best Effort Approach. Byron J. Gao, Obi L. Griffith, Martin Ester, Hui Xiong, Qiang Zhao, Steven J. M. Jones. IEEE Trans. Knowl. Data Eng. (24): 309-325 (2012). Web SearchBibTeXDownload
98Aspect-based opinion mining from product reviews. Samaneh Moghaddam, Martin Ester. SIGIR 2012, 1184. Web SearchBibTeXDownload
97ETF: extended tensor factorization model for personalizing prediction of review helpfulness. Samaneh Moghaddam, Mohsen Jamali, Martin Ester. WSDM 2012, 163-172. Web SearchBibTeXDownload
2011
96Optimally discriminative subnetwork markers predict response to chemotherapy. Phuong Dao, Kendric Wang, Colin Collins, Martin Ester, Anna Lapuk, Süleyman Cenk Sahinalp. Bioinformatics [ISMB/ECCB] (27): 205-213 (2011). Web SearchBibTeXDownload
95Review recommendation: personalized prediction of the quality of online reviews. Samaneh Moghaddam, Mohsen Jamali, Martin Ester. CIKM 2011, 2249-2252. Web SearchBibTeXDownload
94Co-offending Network Mining. Patricia L. Brantingham, Martin Ester, Richard Frank, Uwe Glässer, Mohammad A. Tayebi. Counterterrorism and Open Source Intelligence 2011, 73-102. Web SearchBibTeXDownload
93AQA: Aspect-based Opinion Question Answering. Samaneh Moghaddam, Martin Ester. ICDM Workshops 2011, 89-96. Web SearchBibTeXDownload
92A Transitivity Aware Matrix Factorization Model for Recommendation in Social Networks. Mohsen Jamali, Martin Ester. IJCAI 2011, 2644-2649. Web SearchBibTeXDownload
91A generalized stochastic block model for recommendation in social rating networks. Mohsen Jamali, Tianle Huang, Martin Ester. RecSys 2011, 53-60. Web SearchBibTeXDownload
90CrimeWalker: a recommendation model for suspect investigation. Mohammad A. Tayebi, Mohsen Jamali, Martin Ester, Uwe Glässer, Richard Frank. RecSys 2011, 173-180. Web SearchBibTeXDownload
89ILDA: interdependent LDA model for learning latent aspects and their ratings from online product reviews. Samaneh Moghaddam, Martin Ester. SIGIR 2011, 665-674. Web SearchBibTeXDownload
88Modeling the temporal dynamics of social rating networks using bidirectional effects of social relations and rating patterns. Mohsen Jamali, Gholamreza Haffari, Martin Ester. WWW 2011, 527-536. Web SearchBibTeXDownload
2010
87Inferring cancer subnetwork markers using density-constrained biclustering. Phuong Dao, Recep Colak, Raheleh Salari, Flavia Moser, Elai Davicioni, Alexander Schönhuth, Martin Ester. Bioinformatics (26) (2010). Web SearchBibTeXDownload
86PSORTb 3.0: improved protein subcellular localization prediction with refined localization subcategories and predictive capabilities for all prokaryotes. 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. Bioinformatics (26): 1608-1615 (2010). Web SearchBibTeXDownload
85Supervised identification and linking of concept mentions to a domain-specific ontology. Gabor Melli, Martin Ester. CIKM 2010, 1717-1720. Web SearchBibTeXDownload
84Opinion digger: an unsupervised opinion miner from unstructured product reviews. Samaneh Moghaddam, Martin Ester. CIKM 2010, 1825-1828. Web SearchBibTeXDownload
83FVC: A Feature-Vector-Based Classification for XML Dissemination. Xiaoling Wang, Martin Ester, Weining Qian, Aoying Zhou. DASFAA Workshops 2010, 398-409. Web SearchBibTeXDownload
82Evaluating skylines in the presence of equijoins. Wen Jin, Michael D. Morse, Jignesh M. Patel, Martin Ester, Zengjian Hu. ICDE 2010, 249-260. Web SearchBibTeXDownload
81Modeling and Comparing the Influence of Neighbors on the Behavior of Users in Social and Similarity Networks. Mohsen Jamali, Martin Ester. ICDM Workshops 2010, 336-343. Web SearchBibTeXDownload
80A matrix factorization technique with trust propagation for recommendation in social networks. Mohsen Jamali, Martin Ester. RecSys 2010, 135-142. Web SearchBibTeXDownload
79Semi-supervised Learning from Only Positive and Unlabeled Data Using Entropy. Xiaoling Wang, Zhen Xu, Chaofeng Sha, Martin Ester, Aoying Zhou. WAIM 2010, 668-679. Web SearchBibTeXDownload
78A Data Mining Approach to XML Dissemination. Xiaoling Wang, Martin Ester, Weining Qian, Aoying Zhou. WISE 2010, 442-455. Web SearchBibTeXDownload
2009
77Slider - maximum use of probability information for alignment of short sequence reads and SNP detection. Nawar Malhis, Yaron S. N. Butterfield, Martin Ester, Steven J. M. Jones. Bioinformatics (25): 6-13 (2009). Web SearchBibTeXDownload
76KiWi: A Scalable Subspace Clustering Algorithm for Gene Expression Analysis. Obi L. Griffith, Byron J. Gao, Mikhail Bilenky, Yuliya Prichyna, Martin Ester, Steven J. M. Jones. CoRR (abs/0904.1931) (2009). Web SearchBibTeXDownload
75Collaborative Mining in Multiple Social Networks Data for Criminal Group Discovery. Amin Milani Fard, Martin Ester. CSE (4) 2009, 582-587. Web SearchBibTeXDownload
74Density-based Clustering. Martin Ester. Encyclopedia of Database Systems 2009, 795-799. Web SearchBibTeXDownload
73Hierarchical Document Clustering. Benjamin C. M. Fung, Ke Wang, Martin Ester. Encyclopedia of Data Warehousing and Mining 2009, 970-975. Web SearchBibTeXDownload
72TrustWalker: a random walk model for combining trust-based and item-based recommendation. Mohsen Jamali, Martin Ester. KDD 2009, 397-406. Web SearchBibTeXDownload
71A multi-relational approach to spatial classification. Richard Frank, Martin Ester, Arno J. Knobbe. KDD 2009, 309-318. Web SearchBibTeXDownload
70Dense Graphlet Statistics of Protein Interaction and Random Networks. Recep Colak, Fereydoun Hormozdiari, Flavia Moser, Alexander Schönhuth, J. Holman, Martin Ester, Süleyman Cenk Sahinalp. Pacific Symposium on Biocomputing 2009, 178-189. Web SearchBibTeXDownload
69FeedbackTrust: using feedback effects in trust-based recommendation systems. Samaneh Moghaddam, Mohsen Jamali, Martin Ester, Jafar Habibi. RecSys 2009, 269-272. Web SearchBibTeXDownload
68Using a trust network to improve top-N recommendation. Mohsen Jamali, Martin Ester. RecSys 2009, 181-188. Web SearchBibTeXDownload
67Mining Cohesive Patterns from Graphs with Feature Vectors. Flavia Moser, Recep Colak, Arash Rafiey, Martin Ester. SDM 2009, 593-604. Web SearchBibTeXDownload
66Quantifying Systemic Evolutionary Changes by Color Coding Confidence-Scored PPI Networks. Phuong Dao, Alexander Schönhuth, Fereydoun Hormozdiari, Iman Hajirasouliha, Süleyman Cenk Sahinalp, Martin Ester. WABI 2009, 37-48. Web SearchBibTeXDownload
2008
65Join Bayes Nets: A new type of Bayes net for relational data. Oliver Schulte, Hassan Khosravi, Flavia Moser, Martin Ester. CoRR (abs/0811.4458) (2008). Web SearchBibTeXDownload
64Robust projected clustering. Gabriela Moise, Jörg Sander, Martin Ester. Knowl. Inf. Syst. (14): 273-298 (2008). Web SearchBibTeXDownload
63Joint cluster analysis of attribute data and relationship data: The connected k-center problem, algorithms and applications. Rong Ge, Martin Ester, Byron J. Gao, Zengjian Hu, Binay K. Bhattacharya, Boaz Ben-Moshe. TKDD (2) (2008). Web SearchBibTeXDownload
2007
62Association Rules in the Relational Calculus. Oliver Schulte, Flavia Moser, Martin Ester, Zhiyong Lu. CoRR (abs/0710.2083) (2007). Web SearchBibTeXDownload
61The Multi-Relational Skyline Operator. Wen Jin, Martin Ester, Zengjian Hu, Jiawei Han. ICDE 2007, 1276-1280. Cited by 8Web SearchBibTeXDownload
60Efficient incremental constrained clustering. Ian Davidson, S. S. Ravi, Martin Ester. KDD 2007, 240-249. Web SearchBibTeXDownload
59Joint cluster analysis of attribute and relationship data withouta-priori specification of the number of clusters. Flavia Moser, Rong Ge, Martin Ester. KDD 2007, 510-519. Web SearchBibTeXDownload
58The minimum consistent subset cover problem and its applications in data mining. Byron J. Gao, Martin Ester, Jin-yi Cai, Oliver Schulte, Hui Xiong. KDD 2007, 310-319. Web SearchBibTeXDownload
57Constraint-driven clustering. Rong Ge, Martin Ester, Wen Jin, Ian Davidson. KDD 2007, 320-329. Web SearchBibTeXDownload
56Recognition of Multi-sentence n-ary Subcellular Localization Mentions in Biomedical Abstracts. Gabor Melli, Martin Ester, Anoop Sarkar. LBM (Short Papers) 2007. Web SearchBibTeXDownload
55A Method for Multi-relational Classification Using Single and Multi-feature Aggregation Functions. Richard Frank, Flavia Moser, Martin Ester. PKDD 2007, 430-437. Web SearchBibTeXDownload
54On Efficient Processing of Subspace Skyline Queries on High Dimensional Data. Wen Jin, Anthony K. H. Tung, Martin Ester, Jiawei Han. SSDBM 2007, 12. Cited by 5Web SearchBibTeXDownload
53Efficiently Mining Regional Outliers in Spatial Data. Richard Frank, Wen Jin, Martin Ester. SSTD 2007, 112-129. Web SearchBibTeXDownload
52On Dominating Your Neighborhood Profitably. Cuiping Li, Anthony K. H. Tung, Wen Jin, Martin Ester. VLDB 2007, 818-829. Cited by 11Web SearchBibTeXDownload
2006
51Towards multidimensional subspace skyline analysis. Jian Pei, Yidong Yuan, Xuemin Lin, Wen Jin, Martin Ester, Qing Liu, Wei Wang, Yufei Tao, Jeffrey Xu Yu, Qing Zhang. ACM Trans. Database Syst. (31): 1335-1381 (2006). Cited by 22Web SearchBibTeXDownload
50Right of Inference: Nearest Rectangle Learning Revisited. Byron J. Gao, Martin Ester. ECML 2006, 638-645. Web SearchBibTeXDownload
49P3C: A Robust Projected Clustering Algorithm. Gabriela Moise, Jörg Sander, Martin Ester. ICDM 2006, 414-425. Web SearchBibTeXDownload
48Turning Clusters into Patterns: Rectangle-Based Discriminative Data Description. Byron J. Gao, Martin Ester. ICDM 2006, 200-211. Web SearchBibTeXDownload
47Discovering significant OPSM subspace clusters in massive gene expression data. Byron J. Gao, Obi L. Griffith, Martin Ester, Steven J. M. Jones. KDD 2006, 922-928. Web SearchBibTeXDownload
46Joint Cluster Analysis of Attribute Data and Relationship Data: the Connected k-Center Problem. Martin Ester, Rong Ge, Byron J. Gao, Zengjian Hu, Boaz Ben-Moshe. SDM 2006. Web SearchBibTeXDownload
45Density-Based Clustering over an Evolving Data Stream with Noise. Feng Cao, Martin Ester, Weining Qian, Aoying Zhou. SDM 2006. Cited by 65Web SearchBibTeXDownload
44Cluster Description Formats, Problems and Algorithms. Byron J. Gao, Martin Ester. SDM 2006. Web SearchBibTeXDownload
43A Disc-based Approach to Data Summarization and Privacy Preservation. Rong Ge, Martin Ester, Wen Jin, Zengjian Hu. SSDBM 2006, 321-332. Web SearchBibTeXDownload
2005
42PSORTb v.2.0: Expanded prediction of bacterial protein subcellular localization and insights gained from comparative proteome analysis. Jennifer L. Gardy, Matthew R. Laird, Fei Chen, Sébastien Rey, C. J. Walsh, Martin Ester, Fiona S. L. Brinkman. Bioinformatics (21): 617-623 (2005). Web SearchBibTeXDownload
41Efficient Processing of Ranked Queries with Sweeping Selection. Wen Jin, Martin Ester, Jiawei Han. PKDD 2005, 527-535. Web SearchBibTeXDownload
40Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces. Jian Pei, Wen Jin, Martin Ester, Yufei Tao. VLDB 2005, 253-264. Cited by 109Web SearchBibTeXDownload
2004
39A microeconomic data mining problem: customer-oriented catalog segmentation. Martin Ester, Rong Ge, Wen Jin, Zengjian Hu. KDD 2004, 557-562. Web SearchBibTeXDownload
38Mining Thick Skylines over Large Databases. Wen Jin, Jiawei Han, Martin Ester. PKDD 2004, 255-266. Cited by 28Web SearchBibTeXDownload
37A Top-Down Method for Mining Most-Specific Frequent Patterns in Biological Sequences. Martin Ester, Xiang Zhang. SDM 2004. Web SearchBibTeXDownload
36Accurate and Efficient Crawling for Relevant Websites. Martin Ester, Hans-Peter Kriegel, Matthias Schubert. VLDB 2004, 396-407. Cited by 29Web SearchBibTeXDownload
2003
35Frequent-subsequence-based prediction of outer membrane proteins. Rong She, Fei Chen, Ke Wang, Martin Ester, Jennifer L. Gardy, Fiona S. L. Brinkman. KDD 2003, 436-445. Cited by 34Web SearchBibTeXDownload
34Feature Weighting and Instance Selection for Collaborative Filtering: An Information-Theoretic Approach*. Kai Yu, Xiaowei Xu, Martin Ester, Hans-Peter Kriegel. Knowl. Inf. Syst. (5): 201-224 (2003). Cited by 37Web SearchBibTeXDownload
33PSORT-B: improving protein subcellular localization prediction for Gram-negative bacteria. 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. Nucleic Acids Research (31): 3613-3617 (2003). Web SearchBibTeXDownload
32Preference Mining: A Novel Approach on Mining User Preferences for Personalized Applications. Stefan Holland, Martin Ester, Werner Kießling. PKDD 2003, 204-216. Web SearchBibTeXDownload
31Hierarchical Document Clustering using Frequent Itemsets. Benjamin C. M. Fung, Ke Wang, Martin Ester. SDM 2003. Cited by 156Web SearchBibTeXDownload
2002
30Frequent term-based text clustering. Florian Beil, Martin Ester, Xiaowei Xu. KDD 2002, 436-442. Web SearchBibTeXDownload
29Web site mining: a new way to spot competitors, customers and suppliers in the world wide web. Martin Ester, Hans-Peter Kriegel, Matthias Schubert. KDD 2002, 249-258. Cited by 50Web SearchBibTeXDownload
28Instance Selection Techniques for Memory-based Collaborative Filtering. Kai Yu, Xiaowei Xu, Jianjua Tao, Martin Ester, Hans-Peter Kriegel. SDM 2002. Cited by 37Web SearchBibTeXDownload
2001
27Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering. Kai Yu, Xiaowei Xu, Martin Ester, Hans-Peter Kriegel. CIKM 2001, 239-246. Cited by 19Web SearchBibTeXDownload
26Feature Weighting Methods for Improving the Accuracy of Collaborative Filtering (Invited Address). Kai Yu, Zhong Wen, Xiaowei Xu, Martin Ester. DEXA Workshop 2001, 285-290. Web SearchBibTeX
25Multiple Similarity Queries: A Basic DBMS Operation for Mining in Metric Databases. Bernhard Braunmüller, Martin Ester, Hans-Peter Kriegel, Jörg Sander. IEEE Trans. Knowl. Data Eng. (13): 79-95 (2001). Cited by 20Web SearchBibTeXDownload
2000
24Spatial Data Mining: Database Primitives, Algorithms and Efficient DBMS Support. Martin Ester, Alexander Frommelt, Hans-Peter Kriegel, Jörg Sander. Data Min. Knowl. Discov. (4): 193-216 (2000). Cited by 90Web SearchBibTeXDownload
23The DC-Tree: A Fully Dynamic Index Structure for Data Warehouses. Martin Ester, Jörn Kohlhammer, Hans-Peter Kriegel. ICDE 2000, 379-388. Cited by 34Web SearchBibTeXDownload
22Efficiently Supporting Multiple Similarity Queries for Mining in Metric Databases. Bernhard Braunmüller, Martin Ester, Hans-Peter Kriegel, Jörg Sander. ICDE 2000, 256-267. Cited by 35Web SearchBibTeXDownload
21Towards an effective cooperation of the user and the computer for classification. Mihael Ankerst, Martin Ester, Hans-Peter Kriegel. KDD 2000, 179-188. Cited by 91Web SearchBibTeXDownload
1999
20Database Primitives for Spatial Data Mining. Martin Ester, Stefan Grundlach, Hans-Peter Kriegel, Jörg Sander. BTW 1999, 137-150. Cited by 18Web SearchBibTeX
19Knowledge Discovery in Spatial Databases. Martin Ester, Hans-Peter Kriegel, Jörg Sander. DAGM-Symposium 1999, 1-14. Cited by 48Web SearchBibTeX
18Knowledge Discovery in Spatial Databases (Abstract). Martin Ester. Datenbank Rundbrief (23): 25 (1999). Web SearchBibTeX
17Perception-Based Classification. Mihael Ankerst, Christian Elsen, Martin Ester, Hans-Peter Kriegel. Informatica (Slovenia) (23) (1999). Cited by 3Web SearchBibTeX
16Visual Classification: An Interactive Approach to Decision Tree Construction. Mihael Ankerst, Christian Elsen, Martin Ester, Hans-Peter Kriegel. KDD 1999, 392-396. Cited by 108Web SearchBibTeXDownload
1998
15Density-Based Clustering in Spatial Databases: The Algorithm GDBSCAN and Its Applications. Jörg Sander, Martin Ester, Hans-Peter Kriegel, Xiaowei Xu. Data Min. Knowl. Discov. (2): 169-194 (1998). Cited by 294Web SearchBibTeXDownload
14Incremental Generalization for Mining in a Data Warehousing Environment. Martin Ester, Rüdiger Wittmann. EDBT 1998, 135-149. Web SearchBibTeXDownload
13A Distribution-Based Clustering Algorithm for Mining in Large Spatial Databases. Xiaowei Xu, Martin Ester, Hans-Peter Kriegel, Jörg Sander. ICDE 1998, 324-331. Cited by 140Web SearchBibTeXDownload
12Algorithms for Characterization and Trend Detection in Spatial Databases. Martin Ester, Alexander Frommelt, Hans-Peter Kriegel, Jörg Sander. KDD 1998, 44-50. Cited by 98Web SearchBibTeXDownload
11Clustering for Mining in Large Spatial Databases. Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu. KI (12): 18-24 (1998). Cited by 42Web SearchBibTeX
10Incremental Clustering for Mining in a Data Warehousing Environment. Martin Ester, Hans-Peter Kriegel, Jörg Sander, Michael Wimmer, Xiaowei Xu. VLDB 1998, 323-333. Cited by 269Web SearchBibTeXDownload
1997
9Density-Connected Sets and their Application for Trend Detection in Spatial Databases. Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu. KDD 1997, 10-15. Cited by 44Web SearchBibTeXDownload
8Spatial Data Mining: A Database Approach. Martin Ester, Hans-Peter Kriegel, Jörg Sander. SSD 1997, 47-66. Cited by 196Web SearchBibTeXDownload
1996
7Feature Based Classification of Protein Docking Sites: An Algorithm for Large Databases and Experimental Results. Martin Ester, Hans-Peter Kriegel, Stefan Wirth. German Conference on Bioinformatics 1996, 193-196. Web SearchBibTeX
6A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise. Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu. KDD 1996, 226-231. Cited by 2368Web SearchBibTeXDownload
1995
5Formbasierte Suche nach komplementären 3D-Oberflächen in einer Protein-Datenbank. Martin Ester, Hans-Peter Kriegel, Thomas Seidl, Xiaowei Xu. BTW 1995, 373-382. Web SearchBibTeX
4A Database Interface for Clustering in Large Spatial Databases. Martin Ester, Hans-Peter Kriegel, Xiaowei Xu. KDD 1995, 94-99. Cited by 121Web SearchBibTeXDownload
3Knowledge Discovery in Large Spatial Databases: Focusing Techniques for Efficient Class Identification. Martin Ester, Hans-Peter Kriegel, Xiaowei Xu. SSD 1995, 67-82. Cited by 175Web SearchBibTeXDownload
1987
2KOFIS: Ein Expertensystem zur integrierten Dokumenten- und Wissensverwaltung. Hans-Jürgen Appelrath, Martin Ester, Heinrich Jasper, Alfred Ultsch. Expertensysteme 1987, 1-18. Web SearchBibTeX
1985
1Integrity in a Knowledge Based Office Information System: Modeling with Extended SDM and Implementation with Prolog. Hans-Jürgen Appelrath, Martin Ester. Büroautomation 1985, 172-191. Web SearchBibTeX
from DBLP and Google Scholar
References
1. ^ KDD 2008: Research Track Program Committee - Retrieved 2009-11-21 - details
2. ^ KDD 2008: Sessions - Retrieved 2009-11-21 - details
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