Guy Shani

120 papers A* 25A 19B 2C 1Misc 1Journal 48Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Factored planning in partially observable and deterministic multi-agent domains.
Artif. Intell.
Shashank Shekhar, Ronen I. Brafman, Guy Shani
2025 J jnl
Domain independent heuristics for online stochastic contingent planning.
Ann. Math. Artif. Intell.
Oded Blumenthal, Guy Shani
2025 J jnl
Reinforcement Learning on AYA Dyads to Enhance Medication Adherence.
CoRR
Ziping Xu, Hinal Jajal, Sung Won Choi, Inbal Nahum-Shani, Guy Shani, Alexandra M. Psihogios, Pei-Yao Hung, Susan A. Murphy
2025 — conf
Reinforcement Learning on Dyads to Enhance Medication Adherence.
AIME (1)
Ziping Xu, Hinal Jajal, Sung Won Choi, Inbal Nahum-Shani, Guy Shani, Alexandra M. Psihogios, Pei-Yao Hung, Susan A. Murphy
2024 — conf
Centralized Stochastic Multi-agent Pathfinding Under Partial Observability.
AREA
Guy Shani, Roni Stern, Itay Raveh, Inon Katz
2024 A conf
Heuristics for Partially Observable Stochastic Contingent Planning.
ECAI
Guy Shani
2024 J jnl
Heuristics for Partially Observable Stochastic Contingent Planning.
CoRR
Guy Shani
2024 A conf
Online Planning for Multi Agent Path Finding in Inaccurate Maps.
IROS
Nir Malka, Guy Shani, Roni Stern
2023 — conf
An Efficient and Accurate Neural Network Tool for Finding Correlation Between Gene Expression and Histological Images.
CLIP/FAIMI/EPIMI@MICCAI
Guy Shani, Moti Freiman, Yosef E. Maruvka
2023 J jnl
Dyadic Reinforcement Learning.
CoRR
Shuangning Li, Lluis Salvat Niell, Sung Won Choi, Inbal Nahum-Shani, Guy Shani, Susan A. Murphy
2023 A* conf
Multi Agent Path Finding under Obstacle Uncertainty.
ICAPS
Bar Shofer, Guy Shani, Roni Stern
2023 A conf
Online Evaluation of Tail Project Boosting in Citizen Science.
ECAI
Amit Sultan, Avi Segal, Guy Shani, Darlene Cavalier, Kobi Gal
2023 — conf
Rollout Heuristics for Online Stochastic Contingent Planning.
AREA@ECAI
Oded Blumenthal, Guy Shani
2023 J jnl
Unavoidable deadends in deterministic partially observable contingent planning.
Auton. Agents Multi Agent Syst.
Lera Shtutland, Dorin Shmaryahu, Ronen I. Brafman, Guy Shani
2022 — conf
Addressing Popularity Bias in Citizen Science.
GoodIT
Amit Sultan, Avi Segal, Guy Shani, Ya'akov (Kobi) Gal
2022 B conf
An Online Approach for Multi-Agent Path Finding Under Movement Uncertainty (Extended Abstract).
SOCS
Elad Levy, Guy Shani, Roni Stern
2022 — ch.
Evaluating Recommender Systems.
Recommender Systems Handbook
Asela Gunawardana, Guy Shani, Sivan Yogev
2022 A conf
Generating Recommendations with Post-Hoc Explanations for Citizen Science.
UMAP
Daniel Ben Zaken, Avi Segal, Darlene Cavalier, Guy Shani, Kobi Gal
2022 J jnl
HiveRel: hexagons visualization for relationship-based knowledge acquisition.
CCF Trans. Pervasive Comput. Interact.
Sivan Yogev, Guy Shani, Noam Tractinsky
2022 — conf
Patient-Level Microsatellite Stability Assessment from Whole Slide Images by Combining Momentum Contrast Learning and Group Patch Embeddings.
ECCV Workshops (3)
Daniel Shats, Hadar Hezi, Guy Shani, Yosef E. Maruvka, Moti Freiman
2022 J jnl
Patient-level Microsatellite Stability Assessment from Whole Slide Images By Combining Momentum Contrast Learning and Group Patch Embeddings.
CoRR
Daniel Shats, Hadar Hezi, Guy Shani, Yosef E. Maruvka, Moti Freiman
2022 J jnl
Prioritizing vulnerability patches in large networks.
Expert Syst. Appl.
Amir Olswang, Tom Gonda, Rami Puzis, Guy Shani, Bracha Shapira, Noam Tractinsky
2022 J jnl
Privacy preserving planning in multi-agent stochastic environments.
Auton. Agents Multi Agent Syst.
Tommy Hefner, Guy Shani, Roni Stern
2022 J jnl
Reducing disclosed dependencies in privacy preserving planning.
Auton. Agents Multi Agent Syst.
Rotem Lev Lehman, Guy Shani, Roni Stern
2022 — conf
Team-Imitate-Synchronize for Solving Dec-POMDPs.
ECML/PKDD (4)
Eliran Abdoo, Ronen I. Brafman, Guy Shani, Nitsan Soffair
2021 J jnl
Computing Contingent Plan Graphs using Online Planning.
ACM Trans. Auton. Adapt. Syst.
Shlomi Maliah, Radimir Komarnitsky, Guy Shani
2021 J jnl
Diversity in News Recommendation (Dagstuhl Perspectives Workshop 19482).
Dagstuhl Manifestos
Abraham Bernstein, Claes H. de Vreese, Natali Helberger, Wolfgang Schulz, Katharina A. Zweig, Christian Baden, Michael A. Beam, Marc P. Hauer, Lucien Heitz, Pascal Jürgens, Christian Katzenbach, Benjamin Kille, Beate Klimkiewicz, Wiebke Loosen, Judith Möller, Goran Radanovic, Guy Shani, Nava Tintarev, Suzanne Tolmeijer, Wouter van Atteveldt, Sanne Vrijenhoek, Theresa Zueger
2021 J jnl
DoChaP: the domain change presenter.
Nucleic Acids Res.
Shani T. Gal-Oz, Nimrod Haiat, Dana Eliyahu, Guy Shani, Tal Shay
2021 A* conf
Improved Knowledge Modeling and Its Use for Signaling in Multi-Agent Planning with Partial Observability.
AAAI
Shashank Shekhar, Ronen I. Brafman, Guy Shani
2021 A* conf
Intelligent Recommendations for Citizen Science.
AAAI
Daniel Ben Zaken, Kobi Gal, Guy Shani, Avi Segal, Darlene Cavalier
2021 A conf
Partial Disclosure of Private Dependencies in Privacy Preserving Planning.
AAMAS
Rotem Lev Lehman, Guy Shani, Roni Stern
2021 J jnl
Partial Disclosure of Private Dependencies in Privacy Preserving Planning.
CoRR
Rotem Lev Lehman, Guy Shani, Roni Stern
2021 J jnl
Supervisor-Worker Problems with an Application in Education.
Sensors
Dorin Shmaryahu, Kobi Gal, Guy Shani
2021 J jnl
Using POMDPs for learning cost sensitive decision trees.
Artif. Intell.
Shlomi Maliah, Guy Shani
2020 J jnl
Diversity in News Recommendations.
CoRR
Abraham Bernstein, Claes H. de Vreese, Natali Helberger, Wolfgang Schulz, Katharina A. Zweig, Christian Baden, Michael A. Beam, Marc P. Hauer, Lucien Heitz, Pascal Jürgens, Christian Katzenbach, Benjamin Kille, Beate Klimkiewicz, Wiebke Loosen, Judith Möller, Goran Radanovic, Guy Shani, Nava Tintarev, Suzanne Tolmeijer, Wouter van Atteveldt, Sanne Vrijenhoek, Theresa Zueger
2020 — conf
Intelligent Recommendations for Citizen Science.
ComplexRec-ImpactRS@RecSys
Naama Dayan, Kobi Gal, Avi Segal, Guy Shani, Darlene Cavalier
2020 J jnl
Length phenotyping with interest point detection.
Comput. Electron. Agric.
Adar Vit, Guy Shani, Aharon Bar-Hillel
2020 — conf
Post-hoc Explanations for Complex Model Recommendations using Simple Methods.
IntRS@RecSys
Dorin Shmaryahu, Guy Shani, Bracha Shapira
2020 A* conf
Privacy Preserving Planning in Stochastic Environments.
ICAPS
Guy Shani, Roni Stern, Tommy Hefner
2019 A* conf
A Factored Approach to Deterministic Contingent Multi-Agent Planning.
ICAPS
Shashank Shekhar, Ronen I. Brafman, Guy Shani
2019 J jnl
A difficulty ranking approach to personalization in E-learning.
CoRR
Avi Segal, Kobi Gal, Guy Shani, Bracha Shapira
2019 J jnl
A difficulty ranking approach to personalization in E-learning.
Int. J. Hum. Comput. Stud.
Avi Segal, Kobi Gal, Guy Shani, Bracha Shapira
2019 A conf
Are All Rejected Recommendations Equally Bad?: Towards Analysing Rejected Recommendations.
UMAP
Shir Frumerman, Guy Shani, Bracha Shapira, Oren Sar Shalom
2019 A conf
Comparative Criteria for Partially Observable Contingent Planning.
AAMAS
Dorin Shmaryahu, Jörg Hoffmann, Guy Shani
2019 J jnl
Comparative criteria for partially observable contingent planning.
Auton. Agents Multi Agent Syst.
Dorin Shmaryahu, Guy Shani, Jörg Hoffmann
2019 J jnl
Investigating Recommendation Algorithms for Escape Rooms.
Vietnam. J. Comput. Sci.
Sagi Bazinin, Guy Shani
2019 — conf
Length Phenotyping With Interest Point Detection.
CVPR Workshops
Adar Vit, Guy Shani, Aharon Bar-Hillel
2018 J jnl
Action dependencies in privacy-preserving multi-agent planning.
Auton. Agents Multi Agent Syst.
Shlomi Maliah, Guy Shani, Roni Stern
2018 A* conf
Advances and Challenges in Privacy Preserving Planning.
IJCAI
Guy Shani
2018 — conf
Analysis of Attack Graph Representations for Ranking Vulnerability Fixes.
GCAI
Tom Gonda, Tal Pascal, Rami Puzis, Guy Shani, Bracha Shapira
2018 — conf
Cluster Switches in Gene Expression Data.
BIBM
Maayan Hassidim, Guy Shani, Tal Shay
2018 J jnl
Comparing RGB-D Sensors for Close Range Outdoor Agricultural Phenotyping.
Sensors
Adar Vit, Guy Shani
2018 J jnl
EEG-triggered dynamic difficulty adjustment for multiplayer games.
Entertain. Comput.
Adi Stein, Yair Yotam, Rami Puzis, Guy Shani, Meirav Taieb-Maimon
2018 — conf
Iterative Planning for Deterministic QDec-POMDPs.
GCAI
Sagi Bazinin, Guy Shani
2018 J jnl
Landmark-based heuristic online contingent planning.
Auton. Agents Multi Agent Syst.
Shlomi Maliah, Guy Shani, Ronen I. Brafman
2018 A* conf
MDP-Based Cost Sensitive Classification Using Decision Trees.
AAAI
Shlomi Maliah, Guy Shani
2018 A* conf
Simulated Penetration Testing as Contingent Planning.
ICAPS
Dorin Shmaryahu, Guy Shani, Jörg Hoffmann, Marcel Steinmetz
2017 J jnl
Collaborative privacy preserving multi-agent planning - Planners and heuristics.
Auton. Agents Multi Agent Syst.
Shlomi Maliah, Guy Shani, Roni Stern
2017 — conf
HiveRel: Towards Focused Knowledge Acquisition.
ESIDA@IUI
Sivan Yogev, Guy Shani, Noam Tractinsky
2017 A* conf
Increased Privacy with Reduced Communication in Multi-Agent Planning.
ICAPS
Shlomi Maliah, Ronen I. Brafman, Guy Shani
2017 J jnl
Shortest path tree sampling for landmark selection in large networks.
J. Complex Networks
Shlomi Maliah, Rami Puzis, Guy Shani
2016 J jnl
Anytime Algorithms for Recommendation Service Providers.
ACM Trans. Intell. Syst. Technol.
David Ben-Shimon, Lior Rokach, Guy Shani, Bracha Shapira
2016 A* conf
Computing Contingent Plans Using Online Replanning.
AAAI
Radimir Komarnitsky, Guy Shani
2016 J jnl
Leveraging metadata to recommend keywords for academic papers.
J. Assoc. Inf. Sci. Technol.
Ido Blank, Lior Rokach, Guy Shani
2016 A* conf
Online Macro Generation for Privacy Preserving Planning.
ICAPS
Shlomi Maliah, Guy Shani, Ronen I. Brafman
2016 J jnl
Online belief tracking using regression for contingent planning.
Artif. Intell.
Ronen I. Brafman, Guy Shani
2016 A* conf
Stronger Privacy Preserving Projections for Multi-Agent Planning.
ICAPS
Shlomi Maliah, Guy Shani, Roni Stern
2015 — ch.
Evaluating Recommender Systems.
Recommender Systems Handbook
Asela Gunawardana, Guy Shani
2015 — conf
Fast Item-Based Collaborative Filtering.
ICAART (2)
David Ben-Shimon, Lior Rokach, Bracha Shapira, Guy Shani
2014 B conf
EduRank: A Collaborative Filtering Approach to Personalization in E-learning.
EDM
Avi Segal, Ziv Katzir, Kobi Gal, Guy Shani, Bracha Shapira
2014 A conf
On The Properties of Belief Tracking for Online Contingent Planning using Regression.
ECAI
Ronen I. Brafman, Guy Shani
2014 A* conf
Partially Observable Online Contingent Planning Using Landmark Heuristics.
ICAPS
Shlomi Maliah, Ronen I. Brafman, Erez Karpas, Guy Shani
2014 A conf
Privacy Preserving Landmark Detection.
ECAI
Shlomi Maliah, Guy Shani, Roni Stern
2014 J jnl
Replanning in Domains with Partial Information and Sensing Actions.
CoRR
Ronen I. Brafman, Guy Shani
2014 J jnl
Task-Based Decomposition of Factored POMDPs.
IEEE Trans. Cybern.
Guy Shani
2013 J jnl
A survey of point-based POMDP solvers.
Auton. Agents Multi Agent Syst.
Guy Shani, Joelle Pineau, Robert Kaplow
2013 J jnl
An MDP-based Recommender System
CoRR
Guy Shani, Ronen I. Brafman, David Heckerman
2013 A* conf
Displaying relevance scores for search results.
SIGIR
Guy Shani, Noam Tractinsky
2013 — conf
Improving Simple Collaborative Filtering Models Using Ensemble Methods.
MCS
Ariel Bar, Lior Rokach, Guy Shani, Bracha Shapira, Alon Schclar
2013 J jnl
Investigating confidence displays for top-
J. Assoc. Inf. Sci. Technol.
Guy Shani, Lior Rokach, Bracha Shapira, Sarit Hadash, Moran Tangi
2013 A conf
Leveraging the citation graph to recommend keywords.
RecSys
Ido Blank, Lior Rokach, Guy Shani
2013 A* conf
Qualitative Planning under Partial Observability in Multi-Agent Domains.
AAAI
Ronen I. Brafman, Guy Shani, Shlomo Zilberstein
2013 A conf
Recommending improved configurations for complex objects with an application in travel planning.
RecSys
Amihai Savir, Ronen I. Brafman, Guy Shani
2013 Misc conf
Recommending insurance riders.
SAC
Lior Rokach, Guy Shani, Bracha Shapira, Eyal Chapnik, Gali Siboni
2013 J jnl
Tutorial on application-oriented evaluation of recommendation systems.
AI Commun.
Guy Shani, Asela Gunawardana
2012 A* conf
A Multi-Path Compilation Approach to Contingent Planning.
AAAI
Ronen I. Brafman, Guy Shani
2012 J jnl
Boosting Simple Collaborative Filtering Models Using Ensemble Methods
CoRR
Ariel Bar, Lior Rokach, Guy Shani, Bracha Shapira, Alon Schclar
2012 J jnl
Replanning in Domains with Partial Information and Sensing Actions.
J. Artif. Intell. Res.
Ronen I. Brafman, Guy Shani
2012 A conf
TALMUD: transfer learning for multiple domains.
CIKM
Orly Moreno, Bracha Shapira, Lior Rokach, Guy Shani
2012 J jnl
The Skyline algorithm for POMDP value function pruning.
Ann. Math. Artif. Intell.
Christopher Raphael, Guy Shani
2012 J jnl
Using Wikipedia to Boost SVD Recommender Systems
CoRR
Gilad Katz, Guy Shani, Bracha Shapira, Lior Rokach
2011 — ch.
Evaluating Recommendation Systems.
Recommender Systems Handbook
Guy Shani, Asela Gunawardana
2011 A* conf
Replanning in Domains with Partial Information and Sensing Actions.
IJCAI
Guy Shani, Ronen I. Brafman
2011 J jnl
Unsupervised hierarchical probabilistic segmentation of discrete events.
Intell. Data Anal.
Guy Shani, Asela Gunawardana, Christopher Meek
2011 A conf
Using Wikipedia to boost collaborative filtering techniques.
RecSys
Gilad Katz, Nir Ofek, Bracha Shapira, Lior Rokach, Guy Shani
2010 A conf
Augmenting appearance-based localization and navigation using belief update.
AAMAS
George Chrysanthakopoulos, Guy Shani
2010 J jnl
Evaluating Point-Based POMDP Solvers on Multicore Machines.
IEEE Trans. Syst. Man Cybern. Part B
Guy Shani
2010 A conf
High-level reinforcement learning in strategy games.
AAMAS
Christopher Amato, Guy Shani
2010 A conf
Tutorial on evaluating recommender systems.
RecSys
Guy Shani
2009 J jnl
A Survey of Accuracy Evaluation Metrics of Recommendation Tasks.
J. Mach. Learn. Res.
Asela Gunawardana, Guy Shani
2009 J jnl
AAAI 2008 Workshop Reports.
AI Mag.
Razvan C. Bunescu, Vitor R. Carvalho, Jan Chomicki, Vincent Conitzer, Michael T. Cox, Virginia Dignum, Zachary Dodds, Mark Dredze, David Furcy, Evgeniy Gabrilovich, Mehmet H. Göker, Hans W. Guesgen, Haym Hirsh, Dietmar Jannach, Ulrich Junker, Wolfgang Ketter, Alfred Kobsa, Sven Koenig, Tessa A. Lau, Lundy Lewis, Eric T. Matson, Ted Metzler, Rada Mihalcea, Bamshad Mobasher, Joelle Pineau, Pascal Poupart, Anita Raja, Wheeler Ruml, Norman M. Sadeh, Guy Shani, Daniel G. Shapiro, Sarabjot Singh Anand, Matthew E. Taylor, Kiri Wagstaff, Trey Smith, William E. Walsh, Rong Zhou
2009 A* conf
Bayesian Real-Time Dynamic Programming.
IJCAI
Scott Sanner, Robby Goetschalckx, Kurt Driessens, Guy Shani
2009 A* conf
Hierarchical Probabilistic Segmentation of Discrete Events.
ICDM
Guy Shani, Christopher Meek, Asela Gunawardana
2009 — conf
Improving Existing Fault Recovery Policies.
NIPS
Guy Shani, Christopher Meek
2009 A conf
Searching large indexes on tiny devices: optimizing binary search with character pinning.
IUI
Guy Shani, Christopher Meek, Tim Paek, Bo Thiesson, Gina Danielle Venolia
2009 A* conf
Topological Order Planner for POMDPs.
IJCAI
Jilles Steeve Dibangoye, Guy Shani, Brahim Chaib-draa, Abdel-Illah Mouaddib
2008 A* conf
Efficient ADD Operations for Point-Based Algorithms.
ICAPS
Guy Shani, Pascal Poupart, Ronen I. Brafman, Solomon Eyal Shimony
2008 A conf
Mining recommendations from the web.
RecSys
Guy Shani, David Maxwell Chickering, Christopher Meek
2008 J jnl
Prioritizing Point-Based POMDP Solvers.
IEEE Trans. Syst. Man Cybern. Part B
Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony
2007 C conf
Establishing User Profiles in the MediaScout Recommender System.
CIDM
Guy Shani, Lior Rokach, Amnon Meisels, Lihi Naamani, Nischal M. Piratla, David Ben-Shimon
2007 A* conf
Forward Search Value Iteration for POMDPs.
IJCAI
Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony
2007 — conf
Recommender System from Personal Social Networks.
AWIC
David Ben-Shimon, Alexander Tsikinovsky, Lior Rokach, Amnon Meisels, Guy Shani, Lihi Naamani
2007 A* conf
Scaling Up: Solving POMDPs through Value Based Clustering.
AAAI
Yan Virin, Guy Shani, Solomon Eyal Shimony, Ronen I. Brafman
2007 A* conf
Scaling Up: Solving POMDPs through Value Based Clustering.
AAAI
Yan Virin, Guy Shani, Solomon Eyal Shimony, Ronen I. Brafman
2006 — conf
Prioritizing Point-Based POMDP Solvers.
ECML
Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony
2005 J jnl
An MDP-Based Recommender System.
J. Mach. Learn. Res.
Guy Shani, David Heckerman, Ronen I. Brafman
2005 — conf
Model-Based Online Learning of POMDPs.
ECML
Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony
2004 — conf
Resolving Perceptual Aliasing In The Presence Of Noisy Sensors.
NIPS
Guy Shani, Ronen I. Brafman
2003 A* conf
Recommendation as a Stochastic Sequential Decision Problem.
ICAPS
Ronen I. Brafman, David Heckerman, Guy Shani
2002 A conf
An MDP-based Recommender System.
UAI
Guy Shani, Ronen I. Brafman, David Heckerman