Guy Shani

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Ronen BrafmanDepartment of Computer Science, Ben-Gurion UniversityEmail confirmado em cs.bgu.ac.il
Asela GunawardanaMicrosoft ResearchEmail confirmado em microsoft.com
Bracha ShapiraBen-Gurion University of the NegevEmail confirmado em bgu.ac.il
Lior RokachSoftware and Information Systems Engineering, Ben-Gurion University of the NegevEmail confirmado em bgu.ac.il
Shlomi MaliahMicrosoftEmail confirmado em microsoft.com
David HeckermanMicrosoft ResearchEmail confirmado em microsoft.com
Roni SternBen Gurion University of the Negev, Palo Alto Research Center (PARC)Email confirmado em post.bgu.ac.il
Kobi GalBen-Gurion University, University of EdinburghEmail confirmado em bgu.ac.il
Christopher MeekPrinciple Researcher, Microsoft ResearchEmail confirmado em microsoft.com
Sivan Yogev, PhDBioinformatics, Igentify LTD, IsraelEmail confirmado em igentify.com
Avi SegalBen Gurion University of the Negev, IsraelEmail confirmado em post.bgu.ac.il
Dor OppenheimEmail confirmado em post.bgu.ac.il
Rami PuzisSoftware and Information Systems Engineering Department, Ben-Gurion University of the NegevEmail confirmado em bgu.ac.il
Joelle PineauSchool of Computer Science, McGill University; FAIR, Meta AI; MilaEmail confirmado em cs.mcgill.ca
Amir ShapiroMechanical Engineering, Ben Gurion University of the NegevEmail confirmado em bgu.ac.il
Joerg HoffmannProfessor, Saarland Informatics Campus, Saarland UniversityEmail confirmado em cs.uni-saarland.de
Lihi (Naamani) DeryAssistant Professor, Industrial Engineering and Management, Ariel UniversityEmail confirmado em ariel.ac.il
Adar VitSoftware and Systems Engineer, Ben-Gurion UniversityEmail confirmado em post.bgu.ac.il
Noam Tractinsky נעם טרקטינסקיSoftware and Information Systems Engineering, Ben-Gurion University of the NegevEmail confirmado em bgu.ac.il
Gilad KatzBen-Gurion University, IsraelEmail confirmado em bgu.ac.il

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Guy Shani

Ben Gurion University

Email confirmado em bgu.ac.il - Página inicial

Recommender Systems Artificial Intelligence Applied Machine Learning POMDPs Contingent Planning


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
Evaluating recommendation systems G Shani, A Gunawardana Recommender systems handbook, 257-297, 2011	1702	2011
An MDP-based recommender system. G Shani, D Heckerman, RI Brafman, C Boutilier Journal of Machine Learning Research 6 (9), 2005	973	2005
A survey of accuracy evaluation metrics of recommendation tasks. A Gunawardana, G Shani Journal of Machine Learning Research 10 (12), 2009	748	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	628	2013
Evaluating recommender systems A Gunawardana, G Shani, S Yogev Recommender systems handbook, 547-601, 2022	302	2022
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	98	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	90	2007
Model-based online learning of POMDPs G Shani, RI Brafman, SE Shimony European Conference on Machine Learning, 353-364, 2005	83	2005
Potato disease classification using convolution neural networks D Oppenheim, G Shani Advances in Animal Biosciences 8 (2), 244-249, 2017	78	2017
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
Using deep learning for image-based potato tuber disease detection D Oppenheim, G Shani, O Erlich, L Tsror Phytopathology 109 (6), 1083-1087, 2019	68	2019
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
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
Comparing rgb-d sensors for close range outdoor agricultural phenotyping A Vit, G Shani Sensors 18 (12), 4413, 2018	59	2018
Replanning in domains with partial information and sensing actions RI Brafman, G Shani Journal of Artificial Intelligence Research 45, 565-600, 2012	52	2012
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	51	2014
Estimating false discovery rates for contingency tables JM Carlson, D Heckerman, G Shani	50	2009

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