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
Dor OppenheimVerified email at post.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
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
Lihi (Naamani) DeryAssistant Professor, Industrial Engineering and Management, Ariel UniversityVerified email at ariel.ac.il
Adar VitSoftware and Systems Engineer, Ben-Gurion UniversityVerified email at post.bgu.ac.il
Noam Tractinsky נעם טרקטינסקיSoftware and Information Systems Engineering, Ben-Gurion University of the NegevVerified email at bgu.ac.il
Gilad KatzBen-Gurion University, IsraelVerified email at bgu.ac.il
Erez KarpasTechnionVerified email at technion.ac.il

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	1657	2011
An MDP-based recommender system. G Shani, D Heckerman, RI Brafman, C Boutilier Journal of Machine Learning Research 6 (9), 2005	911	2005
A survey of accuracy evaluation metrics of recommendation tasks. A Gunawardana, G Shani Journal of Machine Learning Research 10 (12), 2009	725	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	604	2013
Evaluating recommender systems A Gunawardana, G Shani Recommender systems handbook, 265-308, 2015	278	2015
Modifying advertisement scores based on advertisement response probabilities DE Heckerman, M Luo, G Shani, MA Ali US Patent 7,370,002, 2008	272	2008
Forward Search Value Iteration for POMDPs. G Shani, RI Brafman, SE Shimony IJCAI, 2619-2624, 2007	138	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	97	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	88	2007
Model-based online learning of POMDPs G Shani, RI Brafman, SE Shimony European Conference on Machine Learning, 353-364, 2005	81	2005
High-level reinforcement learning in strategy games. C Amato, G Shani AAMAS 10, 75-82, 2010	78	2010
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	76	2013
Potato disease classification using convolution neural networks D Oppenheim, G Shani Advances in Animal Biosciences 8 (2), 244-249, 2017	73	2017
Mining recommendations from the web G Shani, M Chickering, C Meek Proceedings of the 2008 ACM conference on Recommender systems, 35-42, 2008	65	2008
Using deep learning for image-based potato tuber disease detection D Oppenheim, G Shani, O Erlich, L Tsror Phytopathology 109 (6), 1083-1087, 2019	63	2019
Bayesian real-time dynamic programming S Sanner, R Goetschalckx, K Driessens, G Shani Proceedings of the 21st International Joint Conference on Artificial …, 2009	61	2009
Comparing RGB-D sensors for close range outdoor agricultural phenotyping A Vit, G Shani Sensors 18 (12), 4413, 2018	54	2018
Replanning in domains with partial information and sensing actions RI Brafman, G Shani Journal of Artificial Intelligence Research 45, 565-600, 2012	50	2012
Efficient ADD Operations for Point-Based Algorithms. G Shani, P Poupart, RI Brafman, SE Shimony ICAPS, 330-337, 2008	50	2008
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	49	2014

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