Guy Shani

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Ronen BrafmanDepartment of Computer Science, Ben-Gurion UniversityVerified email at cs.bgu.ac.il
Asela GunawardanaGoogleVerified email at google.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 bgu.ac.il
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
Sivan Yogev, PhDFast Simon, IsraelVerified email at fastsimon.com
Christopher MeekPrinciple Researcher, Microsoft ResearchVerified email at microsoft.com
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
Joelle PineauSchool of Computer Science, McGill University; FAIR, Meta AI; MilaVerified email at cs.mcgill.ca
Joerg HoffmannProfessor, Saarland Informatics Campus, Saarland University and German Research Center for AI (DFKI)Verified email at cs.uni-saarland.de
Lihi (Naamani) DerySenior Lecturer, 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
Ariel BarBen-Gurion UniversityVerified email at post.bgu.ac.il
Yael EdanProfessor of Industrial Engineering, Ben-Gurion University of the NegevVerified email at bgu.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	1900	2011
An MDP-based recommender system. G Shani, D Heckerman, RI Brafman, C Boutilier Journal of Machine Learning Research 6 (9), 2005	1316	2005
A survey of accuracy evaluation metrics of recommendation tasks. A Gunawardana, G Shani Journal of Machine Learning Research 10 (12), 2009	840	2009
A survey of point-based POMDP solvers G Shani, J Pineau, R Kaplow Autonomous Agents and Multi-Agent Systems 27, 1-51, 2013	707	2013
Evaluating recommender systems A Gunawardana, G Shani, S Yogev Recommender systems handbook, 547-601, 2012	409	2012
Modifying advertisement scores based on advertisement response probabilities DE Heckerman, M Luo, G Shani, MA Ali US Patent 7,370,002, 2008	298	2008
Forward Search Value Iteration for POMDPs. G Shani, RI Brafman, SE Shimony IJCAI, 2619-2624, 2007	143	2007
Potato disease classification using convolution neural networks D Oppenheim, G Shani Advances in Animal Biosciences 8 (2), 244-249, 2017	123	2017
Using deep learning for image-based potato tuber disease detection D Oppenheim, G Shani, O Erlich, L Tsror Phytopathology 109 (6), 1083-1087, 2019	119	2019
EEG-triggered dynamic difficulty adjustment for multiplayer games A Stein, Y Yotam, R Puzis, G Shani, M Taieb-Maimon Entertainment computing 25, 14-25, 2018	118	2018
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	114	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: Proceedings of the 5th Atlantic Web …, 2007	97	2007
Model-based online learning of POMDPs G Shani, RI Brafman, SE Shimony Machine Learning: ECML 2005: 16th European Conference on Machine Learning …, 2005	90	2005
High-level reinforcement learning in strategy games. C Amato, G Shani AAMAS 10, 75-82, 2010	89	2010
Comparing RGB-D sensors for close range outdoor agricultural phenotyping A Vit, G Shani Sensors 18 (12), 4413, 2018	81	2018
Improving simple collaborative filtering models using ensemble methods A Bar, L Rokach, G Shani, B Shapira, A Schclar Multiple Classifier Systems: 11th International Workshop, MCS 2013, Nanjing …, 2013	74	2013
An MDP-based recommender system RI Brafman, D Heckerman, G Shani Journal of Machine Learning Research 6, 1265-1295, 2005	65	2005
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	63	2014
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 Proceedings of the 21st International Joint Conference on Artificial …, 2009	62	2009

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