Shaul Markovitch

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Evgeniy GabrilovichResearch Director, Facebook Reality LabsVerified email at meta.com
David CarmelDistinguished Scientist, TII, IsraelVerified email at tii.ae
Kira RadinskyTechnionVerified email at cs.technion.ac.il
Michael LindenbaumProfessor of Computer Science, The TechnionVerified email at cs.technion.ac.il
Saher EsmeirVerified email at esaher.com
Lev FinkelsteinGoogleVerified email at google.com
Ofer EgoziTechnion - Israel Institute of TechnologyVerified email at cs.technion.ac.il
Erez KarpasTechnionVerified email at technion.ac.il
Eugene AgichteinProfessor of Computer Science, Emory University and Amazon ScholarVerified email at emory.edu
Carmel DomshlakProfessor, TechnionVerified email at ie.technion.ac.il
Orna GrumbergProfessor of Computer Science, TechnionVerified email at cs.technion.ac.il
Ido DaganProfessor, Computer Science Department, Bar-Ilan UniversityVerified email at cs.biu.ac.il
Omer LevyGoogle DeepMindVerified email at google.com
Tamar AvrahamResearch Fellow, Technion Israel Institute of TechnologyVerified email at cs.technion.ac.il
Sonya LibermanMachine Learning Manager, Booking.comVerified email at booking.com
lior friedmanTechnion - Israel Institute of TechnologyVerified email at cs.technion.ac.il
Yoav GoldbergProfessor, Bar Ilan University. Research Director, AI2-IsraelVerified email at cs.biu.ac.il
Ariel RavivSr. Director of Research, Head of Native Advertising Science, Yahoo!Verified email at yahooinc.com
Anat HashavitBar-Ilan UniversityVerified email at biu.ac.il
T.X. YuProfessor Emeritus, Department of Mechanical and Aerospace Engineering, Hong Kong University ofVerified email at ust.hk

Shaul Markovitch

Professor of Computer Science, Technion - Israel Institute of Technology

Verified email at cs.technion.ac.il - Homepage

Artificial Intelligence Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Computing semantic relatedness using Wikipedia-based explicit semantic analysis. E Gabrilovich, S Markovitch IJcAI 7, 1606-1611, 2007	3041	2007
A word at a time: computing word relatedness using temporal semantic analysis K Radinsky, E Agichtein, E Gabrilovich, S Markovitch Proceedings of the 20th international conference on World wide web, 337-346, 2011	598	2011
Overcoming the brittleness bottleneck using Wikipedia: Enhancing text categorization with encyclopedic knowledge E Gabrilovich, S Markovitch AAAI 6, 1301-1306, 2006	596	2006
Wikipedia-based semantic interpretation for natural language processing E Gabrilovich, S Markovitch Journal of Artificial Intelligence Research 34, 443-498, 2009	562	2009
Concept-based information retrieval using explicit semantic analysis O Egozi, S Markovitch, E Gabrilovich ACM Transactions on Information Systems (TOIS) 29 (2), 1-34, 2011	395	2011
Feature generation for text categorization using world knowledge E Gabrilovich, S Markovitch IJCAI 5, 1048-1053, 2005	361	2005
Selective sampling for nearest neighbor classifiers M Lindenbaum, S Markovitch, D Rusakov Machine learning 54, 125-152, 2004	327	2004
Contextual word similarity and estimation from sparse data I Dagan, S Marcus, S Markovitch 31st Annual Meeting of the Association for Computational Linguistics, 164-171, 1993	324	1993
Text categorization with many redundant features: Using aggressive feature selection to make SVMs competitive with C4. 5 E Gabrilovich, S Markovitch Proceedings of the twenty-first international conference on Machine learning, 41, 2004	298	2004
Learning causality for news events prediction K Radinsky, S Davidovich, S Markovitch Proceedings of the 21st international conference on World Wide Web, 909-918, 2012	290	2012
Learning models of intelligent agents D Carmel, S Markovitch AAAI/IAAI, Vol. 1, 62-67, 1996	229	1996
The role of forgetting in learning S Markovitch, PD Scott Machine learning proceedings 1988, 459-465, 1988	227	1988
Feature generation using general constructor functions S Markovitch, D Rosenstein Machine Learning 49, 59-98, 2002	217	2002
Learning implicit transfer for person re-identification T Avraham, I Gurvich, M Lindenbaum, S Markovitch Computer Vision–ECCV 2012. Workshops and Demonstrations: Florence, Italy …, 2012	148	2012
Text categorization using external knowledge E Gabrilovich, S Markovitch US Patent 8,108,204, 2012	122*	2012
Opponent modeling in multi-agent systems D Carmel, S Markovitch International Joint Conference on Artificial Intelligence, 40-52, 1995	122	1995
Concept-Based Feature Generation and Selection for Information Retrieval. O Egozi, E Gabrilovich, S Markovitch AAAI 8, 1132-1137, 2008	115	2008
Information filtering: Selection mechanisms in learning systems S Markovitch, PD Scott Machine Learning 10, 113-151, 1993	113	1993
Parameterized generation of labeled datasets for text categorization based on a hierarchical directory D Davidov, E Gabrilovich, S Markovitch Proceedings of the 27th annual international ACM SIGIR conference on …, 2004	112	2004
Incorporating opponent models into adversary search D Carmel, S Markovitch AAAI/IAAI, Vol. 1, 120-125, 1996	111	1996

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