Martin Ester

	2009
77		Amin Milani Fard, Martin Ester: Collaborative Mining in Multiple Social Networks Data for Criminal Group Discovery. CSE (4) 2009: 582-587
76		Richard Frank, Martin Ester, Arno Knobbe: A multi-relational approach to spatial classification. KDD 2009: 309-318
75		Mohsen Jamali, Martin Ester: TrustWalker: a random walk model for combining trust-based and item-based recommendation. KDD 2009: 397-406
74		Mohsen Jamali, Martin Ester: Using a trust network to improve top-N recommendation. RecSys 2009: 181-188
73		Samaneh Moghaddam, Mohsen Jamali, Martin Ester, Jafar Habibi: FeedbackTrust: using feedback effects in trust-based recommendation systems. RecSys 2009: 269-272
72		Flavia Moser, Recep Colak, Arash Rafiey, Martin Ester: Mining Cohesive Patterns from Graphs with Feature Vectors. SDM 2009: 593-604
71		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
70		Martin Ester: Density-based Clustering. Encyclopedia of Database Systems 2009: 795-799
69		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)
68		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)
	2008
67		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)
66		Gabriela Moise, Jörg Sander, Martin Ester: Robust projected clustering. Knowl. Inf. Syst. 14(3): 273-298 (2008)
65		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)
	2007
64		Wen Jin, Martin Ester, Zengjian Hu, Jiawei Han: The Multi-Relational Skyline Operator. ICDE 2007: 1276-1280
63		Ian Davidson, S. S. Ravi, Martin Ester: Efficient incremental constrained clustering. KDD 2007: 240-249
62		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
61		Rong Ge, Martin Ester, Wen Jin, Ian Davidson: Constraint-driven clustering. KDD 2007: 320-329
60		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
59		Gabor Melli, Martin Ester, Anoop Sarkar: Recognition of Multi-sentence n-ary Subcellular Localization Mentions in Biomedical Abstracts. LBM (Short Papers) 2007
58		Richard Frank, Flavia Moser, Martin Ester: A Method for Multi-relational Classification Using Single and Multi-feature Aggregation Functions. PKDD 2007: 430-437
57		Wen Jin, Anthony K. H. Tung, Martin Ester, Jiawei Han: On Efficient Processing of Subspace Skyline Queries on High Dimensional Data. SSDBM 2007: 12
56		Richard Frank, Wen Jin, Martin Ester: Efficiently Mining Regional Outliers in Spatial Data. SSTD 2007: 112-129
55		Cuiping Li, Anthony K. H. Tung, Wen Jin, Martin Ester: On Dominating Your Neighborhood Profitably. VLDB 2007: 818-829
54		Oliver Schulte, Flavia Moser, Martin Ester, Zhiyong Lu: Association Rules in the Relational Calculus CoRR abs/0710.2083: (2007)
	2006
53		Byron J. Gao, Martin Ester: Right of Inference: Nearest Rectangle Learning Revisited. ECML 2006: 638-645
52		Byron J. Gao, Martin Ester: Turning Clusters into Patterns: Rectangle-Based Discriminative Data Description. ICDM 2006: 200-211
51		Gabriela Moise, Jörg Sander, Martin Ester: P3C: A Robust Projected Clustering Algorithm. ICDM 2006: 414-425
50		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
49		Byron J. Gao, Martin Ester: Cluster Description Formats, Problems and Algorithms. SDM 2006
48		Feng Cao, Martin Ester, Weining Qian, Aoying Zhou: Density-Based Clustering over an Evolving Data Stream with Noise. SDM 2006
47		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
46		Rong Ge, Martin Ester, Wen Jin, Zengjian Hu: A Disc-based Approach to Data Summarization and Privacy Preservation. SSDBM 2006: 321-332
45		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)
	2005
44		Wen Jin, Martin Ester, Jiawei Han: Efficient Processing of Ranked Queries with Sweeping Selection. PKDD 2005: 527-535
43		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
42		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)
	2004
41		Martin Ester, Rong Ge, Wen Jin, Zengjian Hu: A microeconomic data mining problem: customer-oriented catalog segmentation. KDD 2004: 557-562
40		Wen Jin, Jiawei Han, Martin Ester: Mining Thick Skylines over Large Databases. PKDD 2004: 255-266
39		Martin Ester, Xiang Zhang: A Top-Down Method for Mining Most-Specific Frequent Patterns in Biological Sequences. SDM 2004
38		Martin Ester, Hans-Peter Kriegel, Matthias Schubert: Accurate and Efficient Crawling for Relevant Websites. VLDB 2004: 396-407
	2003
37		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
36		Stefan Holland, Martin Ester, Werner Kießling: Preference Mining: A Novel Approach on Mining User Preferences for Personalized Applications. PKDD 2003: 204-216
35		Benjamin C. M. Fung, Ke Wang, Martin Ester: Hierarchical Document Clustering using Frequent Itemsets. SDM 2003
34		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)
33		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)
	2002
32		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
31		Florian Beil, Martin Ester, Xiaowei Xu: Frequent term-based text clustering. KDD 2002: 436-442
30		Kai Yu, Xiaowei Xu, Jianjua Tao, Martin Ester, Hans-Peter Kriegel: Instance Selection Techniques for Memory-based Collaborative Filtering. SDM 2002
	2001
29		Kai Yu, Xiaowei Xu, Martin Ester, Hans-Peter Kriegel: Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering. CIKM 2001: 239-246
28		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
27		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)
	2000
26		Martin Ester, Jörg Sander: Knowledge Discovery in Databases - Techniken und Anwendungen Springer 2000
25		Bernhard Braunmüller, Martin Ester, Hans-Peter Kriegel, Jörg Sander: Efficiently Supporting Multiple Similarity Queries for Mining in Metric Databases. ICDE 2000: 256-267
24		Martin Ester, Jörn Kohlhammer, Hans-Peter Kriegel: The DC-Tree: A Fully Dynamic Index Structure for Data Warehouses. ICDE 2000: 379-388
23		Mihael Ankerst, Martin Ester, Hans-Peter Kriegel: Towards an effective cooperation of the user and the computer for classification. KDD 2000: 179-188
22		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)
	1999
21		Martin Ester, Stefan Grundlach, Hans-Peter Kriegel, Jörg Sander: Database Primitives for Spatial Data Mining. BTW 1999: 137-150
20		Martin Ester, Hans-Peter Kriegel, Jörg Sander: Knowledge Discovery in Spatial Databases. DAGM-Symposium 1999: 1-14
19		Mihael Ankerst, Christian Elsen, Martin Ester, Hans-Peter Kriegel: Visual Classification: An Interactive Approach to Decision Tree Construction. KDD 1999: 392-396
18		Martin Ester, Hans-Peter Kriegel, Jörg Sander: Knowledge Discovery in Spatial Databases. KI 1999: 61-74
17		Martin Ester: Knowledge Discovery in Spatial Databases (Abstract). Datenbank Rundbrief 23: 25 (1999)
16		Mihael Ankerst, Christian Elsen, Martin Ester, Hans-Peter Kriegel: Perception-Based Classification. Informatica (Slovenia) 23(4): (1999)
	1998
15		Martin Ester, Rüdiger Wittmann: Incremental Generalization for Mining in a Data Warehousing Environment. EDBT 1998: 135-149
14		Xiaowei Xu, Martin Ester, Hans-Peter Kriegel, Jörg Sander: A Distribution-Based Clustering Algorithm for Mining in Large Spatial Databases. ICDE 1998: 324-331
13		Martin Ester, Alexander Frommelt, Hans-Peter Kriegel, Jörg Sander: Algorithms for Characterization and Trend Detection in Spatial Databases. KDD 1998: 44-50
12		Martin Ester, Hans-Peter Kriegel, Jörg Sander, Michael Wimmer, Xiaowei Xu: Incremental Clustering for Mining in a Data Warehousing Environment. VLDB 1998: 323-333
11		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)
10		Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu: Clustering for Mining in Large Spatial Databases. KI 12(1): 18-24 (1998)
	1997
9		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
8		Martin Ester, Hans-Peter Kriegel, Jörg Sander: Spatial Data Mining: A Database Approach. SSD 1997: 47-66
	1996
7		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
6		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
	1995
5		Martin Ester, Hans-Peter Kriegel, Thomas Seidl, Xiaowei Xu: Formbasierte Suche nach komplementären 3D-Oberflächen in einer Protein-Datenbank. BTW 1995: 373-382
4		Martin Ester, Hans-Peter Kriegel, Xiaowei Xu: A Database Interface for Clustering in Large Spatial Databases. KDD 1995: 94-99
3		Martin Ester, Hans-Peter Kriegel, Xiaowei Xu: Knowledge Discovery in Large Spatial Databases: Focusing Techniques for Efficient Class Identification. SSD 1995: 67-82
	1987
2		Hans-Jürgen Appelrath, Martin Ester, Heinrich Jasper, Alfred Ultsch: KOFIS: Ein Expertensystem zur integrierten Dokumenten- und Wissensverwaltung. Expertensysteme 1987: 1-18
	1985
1		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

Coauthor Index

1	Mihael Ankerst	[16] [19] [23]
2	Hans-Jürgen Appelrath	[1] [2]
3	Florian Beil	[31]
4	Boaz Ben-Moshe	[47] [65]
5	Binay K. Bhattacharya	[65]
6	Mikhail Bilenky	[68]
7	Bernhard Braunmüller	[25] [27]
8	Fiona S. L. Brinkman	[33] [37] [42]
9	Yaron S. N. Butterfield	[69]
10	Jin-yi Cai	[62]
11	Feng Cao	[48]
12	Fei Chen	[37] [42]
13	Recep Colak	[72]
14	Phuong Dao	[71]
15	Ian Davidson	[61] [63]
16	Christian Elsen	[16] [19]
17	Amin Milani Fard	[77]
18	Katalin de Fays	[33]
19	Richard Frank	[56] [58] [76]
20	Alexander Frommelt	[13] [22]
21	Benjamin C. M. Fung	[35]
22	Byron J. Gao	[47] [49] [50] [52] [53] [62] [65] [68]
23	Jennifer L. Gardy	[33] [37] [42]
24	Rong Ge	[41] [46] [47] [60] [61] [65]
25	Obi L. Griffith	[50] [68]
26	Stefan Grundlach	[21]
27	Jafar Habibi	[73]
28	Iman Hajirasouliha	[71]
29	Jiawei Han	[40] [44] [57] [64]
30	Stefan Holland	[36]
31	Fereydoun Hormozdiari	[71]
32	Zengjian Hu	[41] [46] [47] [64] [65]
33	Sujun Hua	[33]
34	Mohsen Jamali	[73] [74] [75]
35	Heinrich Jasper	[2]
36	Wen Jin	[40] [41] [43] [44] [45] [46] [55] [56] [57] [61] [64]
37	Steven J. M. Jones	[50] [68] [69]
38	Hassan Khosravi	[67]
39	Werner Kießling	[36]
40	Arno Knobbe	[76]
41	Jörn Kohlhammer	[24]
42	Hans-Peter Kriegel	[3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [16] [18] [19] [20] [21] [22] [23] [24] [25] [27] [29] [30] [32] [34] [38]
43	Matthew R. Laird	[42]
44	Christophe G. Lambert	[33]
45	Cuiping Li	[55]
46	Xuemin Lin	[45]
47	Qing Liu	[45]
48	Zhiyong Lu	[54]
49	Nawar Malhis	[69]
50	Gabor Melli	[59]
51	Samaneh Moghaddam	[73]
52	Gabriela Moise	[51] [66]
53	Flavia Moser	[54] [58] [60] [67] [72]
54	Kenta Nakai	[33]
55	Jian Pei	[43] [45]
56	Yuliya Prichyna	[68]
57	Weining Qian	[48]
58	Arash Rafiey	[72]
59	S. S. Ravi	[63]
60	Sébastien Rey	[42]
61	Süleyman Cenk Sahinalp	[71]
62	Jörg Sander	[6] [8] [9] [10] [11] [12] [13] [14] [18] [20] [21] [22] [25] [26] [27] [51] [66]
63	Anoop Sarkar	[59]
64	Alexander Schönhuth	[71]
65	Matthias Schubert	[32] [38]
66	Oliver Schulte	[54] [62] [67]
67	Thomas Seidl	[5]
68	Rong She	[37]
69	István Simon	[33]
70	Cory Spencer	[33]
71	Jianjua Tao	[30]
72	Yufei Tao	[43] [45]
73	Anthony K. H. Tung	[55] [57]
74	Gábor E. Tusnády	[33]
75	Alfred Ultsch	[2]
76	C. J. Walsh	[42]
77	Ke Wang	[33] [35] [37]
78	Wei Wang	[45]
79	Zhong Wen	[28]
80	Michael Wimmer	[12]
81	Stefan Wirth	[7]
82	Rüdiger Wittmann	[15]
83	Hui Xiong	[62]
84	Xiaowei Xu	[3] [4] [5] [6] [9] [10] [11] [12] [14] [28] [29] [30] [31] [34]
85	Jeffrey Xu Yu (Xu Yu)	[45]
86	Kai Yu	[28] [29] [30] [34]
87	Yidong Yuan	[45]
88	Qing Zhang	[45]
89	Xiang Zhang	[39]
90	Aoying Zhou	[48]

Colors in the list of coauthors