Shaul Markovitch

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Evgeniy GabrilovichResearch Director, Facebook Reality LabsVerified email at fb.com
David CarmelPrincipal Applied Scientist, Amazon, HaifaVerified email at amazon.com
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
Eugene AgichteinProfessor of Computer Science, Emory University and Amazon ScholarVerified email at emory.edu
Erez KarpasTechnionVerified email at technion.ac.il
Ido DaganProfessor, Computer Science Department, Bar-Ilan UniversityVerified email at cs.biu.ac.il
Orna GrumbergProfessor of Computer Science, TechnionVerified email at cs.technion.ac.il
Carmel DomshlakProfessor, TechnionVerified email at ie.technion.ac.il
Omer LevyTel Aviv University; Meta AIVerified email at cs.tau.ac.il
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
Ariel RavivSr. Director of Research, Head of Native Advertising Science, Yahoo!Verified email at yahooinc.com
Yoav GoldbergProfessor, Bar Ilan University. Research Director, AI2-IsraelVerified email at cs.biu.ac.il
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	2945	2007
Overcoming the brittleness bottleneck using Wikipedia: Enhancing text categorization with encyclopedic knowledge E Gabrilovich, S Markovitch AAAI 6, 1301-1306, 2006	580	2006
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	559	2011
Wikipedia-based semantic interpretation for natural language processing E Gabrilovich, S Markovitch Journal of Artificial Intelligence Research 34, 443-498, 2009	536	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	389	2011
Feature generation for text categorization using world knowledge E Gabrilovich, S Markovitch IJCAI 5, 1048-1053, 2005	356	2005
Selective sampling for nearest neighbor classifiers M Lindenbaum, S Markovitch, D Rusakov Machine learning 54, 125-152, 2004	321	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	320	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	293	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	244	2012
Learning models of intelligent agents D Carmel, S Markovitch AAAI/IAAI, Vol. 1, 62-67, 1996	227	1996
The role of forgetting in learning S Markovitch, PD Scott Machine learning proceedings 1988, 459-465, 1988	215	1988
Feature generation using general constructor functions S Markovitch, D Rosenstein Machine Learning 49, 59-98, 2002	207	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	144	2012
Opponent modeling in multi-agent systems D Carmel, S Markovitch Adaption and Learning in Multi-Agent Systems: IJCAI'95 Workshop Montréal …, 1996	122	1996
Concept-Based Feature Generation and Selection for Information Retrieval. O Egozi, E Gabrilovich, S Markovitch AAAI 8, 1132-1137, 2008	111	2008
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	110	2004
Incorporating opponent models into adversary search D Carmel, S Markovitch AAAI/IAAI, Vol. 1, 120-125, 1996	110	1996
Information filtering: Selection mechanisms in learning systems S Markovitch, PD Scott Machine Learning 10, 113-151, 1993	110	1993
Text categorization using external knowledge E Gabrilovich, S Markovitch US Patent 8,108,204, 2012	104*	2012

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