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 bgu.ac.il
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
Dor OppenheimVerified email at post.bgu.ac.il
Sivan Yogev, PhDBioinformatics, Igentify LTD, IsraelVerified email at igentify.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
Noam Tractinsky נעם טרקטינסקיSoftware and Information Systems 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	1833	2011
An MDP-based recommender system. G Shani, D Heckerman, RI Brafman, C Boutilier Journal of Machine Learning Research 6 (9), 2005	1186	2005
A survey of accuracy evaluation metrics of recommendation tasks. A Gunawardana, G Shani Journal of Machine Learning Research 10 (12), 2009	796	2009
A survey of point-based POMDP solvers G Shani, J Pineau, R Kaplow Autonomous Agents and Multi-Agent Systems 27, 1-51, 2013	673	2013
Evaluating recommender systems A Gunawardana, G Shani, S Yogev Recommender systems handbook, 547-601, 2012	363	2012
Modifying advertisement scores based on advertisement response probabilities DE Heckerman, M Luo, G Shani, MA Ali US Patent 7,370,002, 2008	297	2008
Forward Search Value Iteration for POMDPs. G Shani, RI Brafman, SE Shimony IJCAI, 2619-2624, 2007	141	2007
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	110	2018
Potato disease classification using convolution neural networks D Oppenheim, G Shani Advances in Animal Biosciences 8 (2), 244-249, 2017	106	2017
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	106	2012
Using deep learning for image-based potato tuber disease detection D Oppenheim, G Shani, O Erlich, L Tsror Phytopathology 109 (6), 1083-1087, 2019	99	2019
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	94	2007
Model-based online learning of POMDPs G Shani, RI Brafman, SE Shimony Machine Learning: ECML 2005: 16th European Conference on Machine Learning …, 2005	88	2005
High-level reinforcement learning in strategy games. C Amato, G Shani AAMAS 10, 75-82, 2010	86	2010
Comparing rgb-d sensors for close range outdoor agricultural phenotyping A Vit, G Shani Sensors 18 (12), 4413, 2018	74	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	68	2013
Bayesian real-time dynamic programming S Sanner, R Goetschalckx, K Driessens, G Shani Proceedings of the 21st International Joint Conference on Artificial …, 2009	64	2009
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
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	59	2014
Replanning in domains with partial information and sensing actions RI Brafman, G Shani Journal of Artificial Intelligence Research 45, 565-600, 2012	56	2012

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