Lior Rokach

	2010
43		Lior Rokach: Ensemble-based classifiers. Artif. Intell. Rev. 33(1-2): 1-39 (2010)
	2009
42		Alon Schclar, Lior Rokach: Random Projection Ensemble Classifiers. ICEIS 2009: 309-316
41		Alon Schclar, Alexander Tsikinovsky, Lior Rokach, Amnon Meisels, Liat Antwarg: Ensemble methods for improving the performance of neighborhood-based collaborative filtering. RecSys 2009: 261-264
40		Eitan Menahem, Lior Rokach, Yuval Elovici: Troika - An improved stacking schema for classification tasks. Inf. Sci. 179(24): 4097-4122 (2009)
	2008
39		Oded Maimon, Lior Rokach: Soft Computing for Knowledge Discovery and Data Mining Springer 2008
38		Lior Rokach, Amnon Meisels, Alon Schclar: Anytime AHP Method for Preferences Elicitation in Stereotype-Based Recommender System. ICEIS (2) 2008: 268-275
37		Slava Kisilevich, Yuval Elovici, Bracha Shapira, Lior Rokach: kACTUS 2: Privacy Preserving in Classification Tasks Using k-Anonymity. ISIPS 2008: 63-81
36		Oded Maimon, Lior Rokach: Introduction to Soft Computing for Knowledge Discovery and Data Mining. Soft Computing for Knowledge Discovery and Data Mining 2008: 1-13
35		Lior Rokach: The Role of Fuzzy Sets in Data Mining. Soft Computing for Knowledge Discovery and Data Mining 2008: 187-203
34		Robert Moskovitch, Yuval Elovici, Lior Rokach: Detection of unknown computer worms based on behavioral classification of the host. Computational Statistics & Data Analysis 52(9): 4544-4566 (2008)
33		Lior Rokach, Lihi Naamani, Armin Shmilovici: Pessimistic cost-sensitive active learning of decision trees for profit maximizing targeting campaigns. Data Min. Knowl. Discov. 17(2): 283-316 (2008)
32		Lior Rokach: Mining manufacturing data using genetic algorithm-based feature set decomposition. IJISTA 4(1/2): 57-78 (2008)
31		Lior Rokach, Roni Romano, Oded Maimon: Negation recognition in medical narrative reports. Inf. Retr. 11(6): 499-538 (2008)
30		Lior Rokach: An evolutionary algorithm for constructing a decision forest: Combining the classification of disjoints decision trees. Int. J. Intell. Syst. 23(4): 455-482 (2008)
29		Lior Rokach: Genetic algorithm-based feature set partitioning for classification problems. Pattern Recognition 41(5): 1676-1700 (2008)
	2007
28		David Ben-Shimon, Alexander Tsikinovsky, Lior Rokach, Amnon Meisels, Guy Shani, Lihi Naamani: Recommender System from Personal Social Networks. AWIC 2007: 47-55
27		Guy Shani, Lior Rokach, Amnon Meisels, Lihi Naamani, Nischal M. Piratla, David Ben-Shimon: Establishing User Profiles in the MediaScout Recommender System. CIDM 2007: 470-476
26		Lior Rokach, Barak Chizi, Oded Maimon: A Methodology for Improving the Performance of Non-Ranker Feature Selection Filters. IJPRAI 21(5): 809-830 (2007)
25		Shahar Cohen, Lior Rokach, Oded Maimon: Decision-tree instance-space decomposition with grouped gain-ratio. Inf. Sci. 177(17): 3592-3612 (2007)
	2006
24		Roni Romano, Lior Rokach, Oded Maimon: Cascaded Data Mining Methods for Text Understanding, with medical case study. ICDM Workshops 2006: 458-462
23		Lior Rokach, Roni Romano, Oded Maimon: Automatic Identification of Negated Concepts in Narrative Clinical Reports. ICEIS (2) 2006: 257-262
22		Roni Romano, Lior Rokach, Oded Maimon: Automatic Discovery of Regular Expression Patterns Representing Negated Findings in Medical Narrative Reports. NGITS 2006: 300-311
21		Lior Rokach, Roni Romano, Barak Chizi, Oded Maimon: A Decision Tree Framework for Semi-Automatic Extraction of Product Attributes from the Web. Advances in Web Intelligence and Data Mining 2006: 201-210
20		Shahar Cohen, Lior Rokach, Oded Maimon: A Decision-Tree Framework for Instance-space Decomposition. Advances in Web Intelligence and Data Mining 2006: 265-274
19		Lior Rokach, Barak Chizi, Oded Maimon: Feature Selection by Combining Multiple Methods. Advances in Web Intelligence and Data Mining 2006: 295-304
18		Lior Rokach, Oded Maimon, Reuven Arbel: Selective Voting - Getting More for Less in Sensor Fusion. IJPRAI 20(3): 329-350 (2006)
17		Lior Rokach: Decomposition methodology for classification tasks: a meta decomposer framework. Pattern Anal. Appl. 9(2-3): 257-271 (2006)
16		Reuven Arbel, Lior Rokach: Classifier evaluation under limited resources. Pattern Recognition Letters 27(14): 1619-1631 (2006)
	2005
15		Oded Maimon, Lior Rokach: The Data Mining and Knowledge Discovery Handbook. Springer 2005
14		Lior Rokach, Oded Maimon: Decomposition methodology for classification tasks. GrC 2005: 636-641
13		Oded Maimon, Lior Rokach: Introduction to Knowledge Discovery in Databases. The Data Mining and Knowledge Discovery Handbook 2005: 1-17
12		Oded Maimon, Lior Rokach: Introduction to Supervised Methods. The Data Mining and Knowledge Discovery Handbook 2005: 149-164
11		Lior Rokach, Oded Maimon: Decision Trees. The Data Mining and Knowledge Discovery Handbook 2005: 165-192
10		Lior Rokach, Oded Maimon: Clustering Methods. The Data Mining and Knowledge Discovery Handbook 2005: 321-352
9		Lior Rokach: Ensemble Methods for Classifiers. The Data Mining and Knowledge Discovery Handbook 2005: 957-980
8		Oded Maimon, Lior Rokach: Decomposition Methodology for Knowledge Discovery and Data Mining. The Data Mining and Knowledge Discovery Handbook 2005: 981-1003
7		Lior Rokach, Oded Maimon: Top-down induction of decision trees classifiers - a survey. IEEE Transactions on Systems, Man, and Cybernetics, Part C 35(4): 476-487 (2005)
6		Lior Rokach, Oded Maimon: Feature set decomposition for decision trees. Intell. Data Anal. 9(2): 131-158 (2005)
5		Lior Rokach, Oded Maimon, Omri Arad: Improving Supervised Learning by Sample Decomposition. International Journal of Computational Intelligence and Applications 5(1): 37-54 (2005)
	2004
4		Lior Rokach, Oded Maimon, Mordechai Averbuch: Information Retrieval System for Medical Narrative Reports. FQAS 2004: 217-228
	2003
3		Lior Rokach, Oded Maimon, Inbal Lavi: Space Decomposition in Data Mining: A Clustering Approach. ISMIS 2003: 24-31
	2002
2		Oded Maimon, Lior Rokach: Improving Supervised Learning by Feature Decomposition. FoIKS 2002: 178-196
	2001
1		Lior Rokach, Oded Maimon: Theory and Applications of Attribute Decomposition. ICDM 2001: 473-480

Coauthor Index

1	Liat Antwarg	[41]
2	Omri Arad	[5]
3	Reuven Arbel	[16] [18]
4	Mordechai Averbuch	[4]
5	David Ben-Shimon	[27] [28]
6	Barak Chizi	[19] [21] [26]
7	Shahar Cohen	[20] [25]
8	Yuval Elovici	[34] [37] [40]
9	Slava Kisilevich	[37]
10	Inbal Lavi	[3]
11	Oded Maimon (Oded Z. Maimon)	[1] [2] [3] [4] [5] [6] [7] [8] [10] [11] [12] [13] [14] [15] [18] [19] [20] [21] [22] [23] [24] [25] [26] [31] [36] [39]
12	Amnon Meisels	[27] [28] [38] [41]
13	Eitan Menahem	[40]
14	Robert Moskovitch	[34]
15	Lihi Naamani	[27] [28] [33]
16	Nischal M. Piratla	[27]
17	Roni Romano	[21] [22] [23] [24] [31]
18	Alon Schclar	[38] [41] [42]
19	Guy Shani	[27] [28]
20	Bracha Shapira	[37]
21	Armin Shmilovici	[33]
22	Alexander Tsikinovsky	[28] [41]

Colors in the list of coauthors