Guy Shani

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Ronen BrafmanDepartment of Computer Science, Ben-Gurion UniversityVerified email at cs.bgu.ac.il
Asela GunawardanaMicrosoft ResearchVerified email at microsoft.com
Bracha ShapiraBen-Gurion University of the NegevVerified email at bgu.ac.il
Lior RokachSoftware and Information Systems Engineering, Ben-Gurion University of the NegevVerified email at bgu.ac.il
Shlomi MaliahMicrosoftVerified email at microsoft.com
David HeckermanMicrosoft ResearchVerified email at microsoft.com
Roni SternBen Gurion University of the Negev, Palo Alto Research Center (PARC)Verified email at post.bgu.ac.il
Christopher MeekPrinciple Researcher, Microsoft ResearchVerified email at microsoft.com
Kobi GalBen-Gurion University, University of EdinburghVerified email at bgu.ac.il
Avi SegalBen Gurion University of the Negev, IsraelVerified email at post.bgu.ac.il
Joelle PineauSchool of Computer Science, McGill UniversityVerified email at cs.mcgill.ca
Rami PuzisSoftware and Information Systems Engineering Department, Ben-Gurion University of the NegevVerified email at bgu.ac.il
Lihi (Naamani) DeryAssistant Professor, Industrial Engineering and Management, Ariel UniversityVerified email at ariel.ac.il
Amir ShapiroMechanical Engineering, Ben Gurion University of the NegevVerified email at bgu.ac.il
Joerg HoffmannProfessor, Saarland Informatics Campus, Saarland UniversityVerified email at cs.uni-saarland.de
Adar VitSoftware and Systems Engineer, Ben-Gurion UniversityVerified email at post.bgu.ac.il
Gilad KatzBen-Gurion University, IsraelVerified email at bgu.ac.il
Jilles S. DibangoyeAssociate Professor at INSA Lyon / Inria Grenoble Rhône-AlpesVerified email at insa-lyon.fr
Erez KarpasTechnionVerified email at technion.ac.il
Christopher AmatoAssistant Professor at Northeastern UniversityVerified email at ccs.neu.edu

Guy Shani

Ben Gurion University

Verified email at bgu.ac.il - Homepage

Recommender Systems Artificial Intelligence Applied Machine Learning POMDPs Contingent Planning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Evaluating recommendation systems G Shani, A Gunawardana Recommender systems handbook, 257-297, 2011	1516	2011
An MDP-based recommender system. G Shani, D Heckerman, RI Brafman, C Boutilier Journal of Machine Learning Research 6 (9), 2005	797	2005
A survey of accuracy evaluation metrics of recommendation tasks. A Gunawardana, G Shani Journal of Machine Learning Research 10 (12), 2009	639	2009
A survey of point-based POMDP solvers G Shani, J Pineau, R Kaplow Autonomous Agents and Multi-Agent Systems 27 (1), 1-51, 2013	556	2013
Modifying advertisement scores based on advertisement response probabilities DE Heckerman, M Luo, G Shani, MA Ali US Patent 7,370,002, 2008	245	2008
Evaluating recommender systems A Gunawardana, G Shani Recommender systems handbook, 265-308, 2015	226	2015
Forward Search Value Iteration for POMDPs. G Shani, RI Brafman, SE Shimony IJCAI, 2619-2624, 2007	135	2007
Talmud: transfer learning for multiple domains O Moreno, B Shapira, L Rokach, G Shani Proceedings of the 21st ACM international conference on Information and …, 2012	89	2012
Recommender system from personal social networks D Ben-Shimon, A Tsikinovsky, L Rokach, A Meisles, G Shani, L Naamani Advances in intelligent web mastering, 47-55, 2007	82	2007
Model-based online learning of POMDPs G Shani, RI Brafman, SE Shimony European Conference on Machine Learning, 353-364, 2005	78	2005
Improving simple collaborative filtering models using ensemble methods A Bar, L Rokach, G Shani, B Shapira, A Schclar International Workshop on Multiple Classifier Systems, 1-12, 2013	70	2013
High-level reinforcement learning in strategy games. C Amato, G Shani AAMAS 10, 75-82, 2010	70	2010
Mining recommendations from the web G Shani, M Chickering, C Meek Proceedings of the 2008 ACM conference on Recommender systems, 35-42, 2008	63	2008
Bayesian real-time dynamic programming S Sanner, R Goetschalckx, K Driessens, G Shani Twenty-First International Joint Conference on Artificial Intelligence, 2009	56	2009
Estimating false discovery rates for contingency tables JM Carlson, D Heckerman, G Shani	50	2009
Efficient ADD Operations for Point-Based Algorithms. G Shani, P Poupart, RI Brafman, SE Shimony ICAPS, 330-337, 2008	49	2008
Potato disease classification using convolution neural networks D Oppenheim, G Shani Advances in Animal Biosciences 8 (2), 244-249, 2017	44	2017
Edurank: A collaborative filtering approach to personalization in e-learning A Segal, Z Katzir, K Gal, G Shani, B Shapira Educational Data Mining 2014, 2014	44	2014
Replanning in domains with partial information and sensing actions RI Brafman, G Shani Journal of Artificial Intelligence Research 45, 565-600, 2012	44	2012
Replanning in domains with partial information and sensing actions G Shani, R Brafman Twenty-Second International Joint Conference on Artificial Intelligence, 2011	43	2011

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