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
Orna GrumbergProfessor of Computer Science, TechnionVerified email at cs.technion.ac.il
Carmel DomshlakProfessor, TechnionVerified email at ie.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	3055	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	605	2011
Overcoming the brittleness bottleneck using Wikipedia: Enhancing text categorization with encyclopedic knowledge E Gabrilovich, S Markovitch AAAI 6, 1301-1306, 2006	599	2006
Wikipedia-based semantic interpretation for natural language processing E Gabrilovich, S Markovitch Journal of Artificial Intelligence Research 34, 443-498, 2009	567	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	398	2011
Feature generation for text categorization using world knowledge E Gabrilovich, S Markovitch IJCAI 5, 1048-1053, 2005	360	2005
Selective sampling for nearest neighbor classifiers M Lindenbaum, S Markovitch, D Rusakov Machine learning 54, 125-152, 2004	332	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	329	1993
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	302	2012
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	302	2004
Learning models of intelligent agents D Carmel, S Markovitch AAAI/IAAI, Vol. 1, 62-67, 1996	231	1996
The role of forgetting in learning S Markovitch, PD Scott Machine learning proceedings 1988, 459-465, 1988	229	1988
Feature generation using general constructor functions S Markovitch, D Rosenstein Machine Learning 49, 59-98, 2002	220	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	149	2012
Text categorization using external knowledge E Gabrilovich, S Markovitch US Patent 8,108,204, 2012	123*	2012
Opponent modeling in multi-agent systems D Carmel, S Markovitch International Joint Conference on Artificial Intelligence, 40-52, 1995	123	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
Named entity disambiguation for noisy text Y Eshel, N Cohen, K Radinsky, S Markovitch, I Yamada, O Levy arXiv preprint arXiv:1706.09147, 2017	112	2017
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

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