Guy Shani

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	Toutes	Depuis 2016
Citations	5437	3271
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Coauteurs

Ronen BrafmanDepartment of Computer Science, Ben-Gurion UniversityAdresse e-mail validée de cs.bgu.ac.il
Asela GunawardanaMicrosoft ResearchAdresse e-mail validée de microsoft.com
Lior RokachSoftware and Information Systems Engineering, Ben-Gurion University of the NegevAdresse e-mail validée de bgu.ac.il
Bracha ShapiraBen-Gurion University of the NegevAdresse e-mail validée de bgu.ac.il
Shlomi MaliahMicrosoftAdresse e-mail validée de microsoft.com
David HeckermanMicrosoft ResearchAdresse e-mail validée de microsoft.com
Roni SternBen Gurion University of the Negev, Palo Alto Research Center (PARC)Adresse e-mail validée de post.bgu.ac.il
Christopher MeekPrinciple Researcher, Microsoft ResearchAdresse e-mail validée de microsoft.com
Joelle PineauSchool of Computer Science, McGill UniversityAdresse e-mail validée de cs.mcgill.ca
Rami PuzisSoftware and Information Systems Engineering Department, Ben-Gurion University of the NegevAdresse e-mail validée de bgu.ac.il
Lihi (Naamani) DeryAssistant Professor, Industrial Engineering and Management, Ariel UniversityAdresse e-mail validée de ariel.ac.il
Joerg HoffmannProfessor, Saarland Informatics Campus, Saarland UniversityAdresse e-mail validée de cs.uni-saarland.de
Ariel BarBen-Gurion UniversityAdresse e-mail validée de post.bgu.ac.il
Amir ShapiroMechanical Engineering, Ben Gurion University of the NegevAdresse e-mail validée de bgu.ac.il
Kobi GalBen-Gurion University, University of EdinburghAdresse e-mail validée de bgu.ac.il
Gilad KatzBen-Gurion University, IsraelAdresse e-mail validée de bgu.ac.il
Adar VitSoftware and Systems Engineer, Ben-Gurion UniversityAdresse e-mail validée de post.bgu.ac.il
Jilles S. DibangoyeAssociate Professor at INSA Lyon / Inria Grenoble Rhône-AlpesAdresse e-mail validée de insa-lyon.fr
Erez KarpasTechnionAdresse e-mail validée de technion.ac.il
Christopher AmatoAssistant Professor at Northeastern UniversityAdresse e-mail validée de ccs.neu.edu

Guy Shani

Ben Gurion University

Adresse e-mail validée de bgu.ac.il - Page d'accueil

Recommender Systems Artificial Intelligence Applied Machine Learning POMDPs Contingent Planning


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Evaluating recommendation systems G Shani, A Gunawardana Recommender systems handbook, 257-297, 2011	1422	2011
An MDP-based recommender system. G Shani, D Heckerman, RI Brafman, C Boutilier Journal of Machine Learning Research 6 (9), 2005	723	2005
A survey of accuracy evaluation metrics of recommendation tasks. A Gunawardana, G Shani Journal of Machine Learning Research 10 (12), 2009	596	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	514	2013
Modifying advertisement scores based on advertisement response probabilities DE Heckerman, M Luo, G Shani, MA Ali US Patent 7,370,002, 2008	232	2008
Evaluating recommender systems A Gunawardana, G Shani Recommender systems handbook, 265-308, 2015	192	2015
Forward Search Value Iteration for POMDPs. G Shani, RI Brafman, SE Shimony IJCAI, 2619-2624, 2007	134	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	80	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	80	2007
Model-based online learning of POMDPs G Shani, RI Brafman, SE Shimony European Conference on Machine Learning, 353-364, 2005	73	2005
High-level reinforcement learning in strategy games. C Amato, G Shani AAMAS 10, 75-82, 2010	67	2010
Mining recommendations from the web G Shani, M Chickering, C Meek Proceedings of the 2008 ACM conference on Recommender systems, 35-42, 2008	61	2008
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	56	2013
Bayesian real-time dynamic programming S Sanner, R Goetschalckx, K Driessens, G Shani Proceedings of the 21st International Joint Conference on Artificial …, 2009	56	2009
Estimating false discovery rates for contingency tables JM Carlson, D Heckerman, G Shani	47	2009
Efficient ADD Operations for Point-Based Algorithms. G Shani, P Poupart, RI Brafman, SE Shimony ICAPS, 330-337, 2008	47	2008
Replanning in domains with partial information and sensing actions RI Brafman, G Shani Journal of Artificial Intelligence Research 45, 565-600, 2012	43	2012
Replanning in domains with partial information and sensing actions G Shani, R Brafman Twenty-Second International Joint Conference on Artificial Intelligence, 2011	42	2011
Edurank: A collaborative filtering approach to personalization in e-learning G Shani, B Shapira Educational data mining (2014), 68-75, 2014	35	2014
Scaling up: Solving POMDPs through value based clustering Y Virin, G Shani, SE Shimony, RI Brafman AAAI, 1290-1295, 2007	35	2007

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