Recommendation as a Stochastic Sequential Decision Problem. - Ronen I. Brafman; David Heckerman; Guy Shani (ICAPS, 2003)

Resolving Perceptual Aliasing In The Presence Of Noisy Sensors. - Guy Shani; Ronen I. Brafman (NIPS, 2004)

Model-Based Online Learning of POMDPs. - Guy Shani; Ronen I. Brafman; Solomon Eyal Shimony (ECML, 2005)

An MDP-Based Recommender System. - Guy Shani; David Heckerman; Ronen I. Brafman (J. Mach. Learn. Res., 2005)

Scaling Up: Solving POMDPs through Value Based Clustering. - Yan Virin; Guy Shani; Solomon Eyal Shimony; Ronen I. Brafman (AAAI, 2007)

Recommender System from Personal Social Networks. - David Ben-Shimon; Alexander Tsikinovsky; Lior Rokach; Amnon Meisels; Guy Shani; Lihi Naamani (AWIC, 2007)

Establishing User Profiles in the MediaScout Recommender System. - Guy Shani; Lior Rokach; Amnon Meisels; Lihi Naamani; Nischal M. Piratla; David Ben-Shimon (CIDM, 2007)

Forward Search Value Iteration for POMDPs. - Guy Shani; Ronen I. Brafman; Solomon Eyal Shimony (IJCAI, 2007)

Efficient ADD Operations for Point-Based Algorithms. - Guy Shani; Pascal Poupart; Ronen I. Brafman; Solomon Eyal Shimony (ICAPS, 2008)

Mining recommendations from the web. - Guy Shani; David Maxwell Chickering; Christopher Meek (RecSys, 2008)

Prioritizing Point-Based POMDP Solvers. - Guy Shani; Ronen I. Brafman; Solomon Eyal Shimony (IEEE Trans. Syst. Man Cybern. Part B, 2008)

Hierarchical Probabilistic Segmentation of Discrete Events. - Guy Shani; Christopher Meek; Asela Gunawardana (ICDM, 2009)

Topological Order Planner for POMDPs. - Jilles Steeve Dibangoye; Guy Shani; Brahim Chaib-draa; Abdel-Illah Mouaddib (IJCAI, 2009)

Bayesian Real-Time Dynamic Programming. - Scott Sanner; Robby Goetschalckx; Kurt Driessens; Guy Shani (IJCAI, 2009)

Searching large indexes on tiny devices: optimizing binary search with character pinning. - Guy Shani; Christopher Meek; Tim Paek; Bo Thiesson; Gina Danielle Venolia (IUI, 2009)

Improving Existing Fault Recovery Policies. - Guy Shani; Christopher Meek (NIPS, 2009)

AAAI 2008 Workshop Reports. - 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; et al. (AI Mag., 2009)

A Survey of Accuracy Evaluation Metrics of Recommendation Tasks. - Asela Gunawardana; Guy Shani (J. Mach. Learn. Res., 2009)

High-level reinforcement learning in strategy games. - Christopher Amato; Guy Shani (AAMAS, 2010)

Augmenting appearance-based localization and navigation using belief update. - George Chrysanthakopoulos; Guy Shani (AAMAS, 2010)

Tutorial on evaluating recommender systems. - Guy Shani (RecSys, 2010)

Evaluating Point-Based POMDP Solvers on Multicore Machines. - Guy Shani (IEEE Trans. Syst. Man Cybern. Part B, 2010)

Using Wikipedia to boost collaborative filtering techniques. - Gilad Katz; Nir Ofek; Bracha Shapira; Lior Rokach; Guy Shani (RecSys, 2011)

Unsupervised hierarchical probabilistic segmentation of discrete events. - Guy Shani; Asela Gunawardana; Christopher Meek (Intell. Data Anal., 2011)

Evaluating Recommendation Systems. - Guy Shani; Asela Gunawardana (Recommender Systems Handbook, 2011)

A Multi-Path Compilation Approach to Contingent Planning. - Ronen I. Brafman; Guy Shani (AAAI, 2012)

TALMUD: transfer learning for multiple domains. - Orly Moreno; Bracha Shapira; Lior Rokach; Guy Shani (CIKM, 2012)

The Skyline algorithm for POMDP value function pruning. - Christopher Raphael; Guy Shani (Ann. Math. Artif. Intell., 2012)

Boosting Simple Collaborative Filtering Models Using Ensemble Methods - Ariel Bar; Lior Rokach; Guy Shani; Bracha Shapira; Alon Schclar (CoRR, 2012)

Using Wikipedia to Boost SVD Recommender Systems - Gilad Katz; Guy Shani; Bracha Shapira; Lior Rokach (CoRR, 2012)

Replanning in Domains with Partial Information and Sensing Actions. - Ronen I. Brafman; Guy Shani (J. Artif. Intell. Res., 2012)

Qualitative Planning under Partial Observability in Multi-Agent Domains. - Ronen I. Brafman; Guy Shani; Shlomo Zilberstein (AAAI, 2013)

Improving Simple Collaborative Filtering Models Using Ensemble Methods. - Ariel Bar; Lior Rokach; Guy Shani; Bracha Shapira; Alon Schclar (MCS, 2013)

Leveraging the citation graph to recommend keywords. - Ido Blank; Lior Rokach; Guy Shani (RecSys, 2013)

Recommending improved configurations for complex objects with an application in travel planning. - Amihai Savir; Ronen I. Brafman; Guy Shani (RecSys, 2013)

Recommending insurance riders. - Lior Rokach; Guy Shani; Bracha Shapira; Eyal Chapnik; Gali Siboni (SAC, 2013)

Displaying relevance scores for search results. - Guy Shani; Noam Tractinsky (SIGIR, 2013)

A survey of point-based POMDP solvers. - Guy Shani; Joelle Pineau; Robert Kaplow (Auton. Agents Multi Agent Syst., 2013)

Tutorial on application-oriented evaluation of recommendation systems. - Guy Shani; Asela Gunawardana (AI Commun., 2013)

Investigating confidence displays for top-N recommendations. - Guy Shani; Lior Rokach; Bracha Shapira; Sarit Hadash; Moran Tangi (J. Assoc. Inf. Sci. Technol., 2013)

Partially Observable Online Contingent Planning Using Landmark Heuristics. - Shlomi Maliah; Ronen I. Brafman; Erez Karpas; Guy Shani (ICAPS, 2014)

On The Properties of Belief Tracking for Online Contingent Planning using Regression. - Ronen I. Brafman; Guy Shani (ECAI, 2014)

Privacy Preserving Landmark Detection. - Shlomi Maliah; Guy Shani; Roni Stern (ECAI, 2014)

EduRank: A Collaborative Filtering Approach to Personalization in E-learning. - Avi Segal; Ziv Katzir; Kobi Gal; Guy Shani; Bracha Shapira (EDM, 2014)

Task-Based Decomposition of Factored POMDPs. - Guy Shani (IEEE Trans. Cybern., 2014)

Fast Item-Based Collaborative Filtering. - David Ben-Shimon; Lior Rokach; Bracha Shapira; Guy Shani (ICAART (2), 2015)

Evaluating Recommender Systems. - Asela Gunawardana; Guy Shani (Recommender Systems Handbook, 2015)

Computing Contingent Plans Using Online Replanning. - Radimir Komarnitsky; Guy Shani (AAAI, 2016)

Online Macro Generation for Privacy Preserving Planning. - Shlomi Maliah; Guy Shani; Ronen I. Brafman (ICAPS, 2016)

Stronger Privacy Preserving Projections for Multi-Agent Planning. - Shlomi Maliah; Guy Shani; Roni Stern (ICAPS, 2016)

Online belief tracking using regression for contingent planning. - Ronen I. Brafman; Guy Shani (Artif. Intell., 2016)

Leveraging metadata to recommend keywords for academic papers. - Ido Blank; Lior Rokach; Guy Shani (J. Assoc. Inf. Sci. Technol., 2016)

Anytime Algorithms for Recommendation Service Providers. - David Ben-Shimon; Lior Rokach; Guy Shani; Bracha Shapira (ACM Trans. Intell. Syst. Technol., 2016)

Increased Privacy with Reduced Communication in Multi-Agent Planning. - Shlomi Maliah; Ronen I. Brafman; Guy Shani (ICAPS, 2017)

HiveRel: Towards Focused Knowledge Acquisition. - Sivan Yogev; Guy Shani; Noam Tractinsky (ESIDA@IUI, 2017)

Collaborative privacy preserving multi-agent planning - Planners and heuristics. - Shlomi Maliah; Guy Shani; Roni Stern (Auton. Agents Multi Agent Syst., 2017)

Shortest path tree sampling for landmark selection in large networks. - Shlomi Maliah; Rami Puzis; Guy Shani (J. Complex Networks, 2017)

MDP-Based Cost Sensitive Classification Using Decision Trees. - Shlomi Maliah; Guy Shani (AAAI, 2018)

Simulated Penetration Testing as Contingent Planning. - Dorin Shmaryahu; Guy Shani; Jörg Hoffmann 001; Marcel Steinmetz (ICAPS, 2018)

Cluster Switches in Gene Expression Data. - Maayan Hassidim; Guy Shani; Tal Shay (BIBM, 2018)

Iterative Planning for Deterministic QDec-POMDPs. - Sagi Bazinin; Guy Shani (GCAI, 2018)

Analysis of Attack Graph Representations for Ranking Vulnerability Fixes. - Tom Gonda; Tal Pascal; Rami Puzis; Guy Shani; Bracha Shapira (GCAI, 2018)

Advances and Challenges in Privacy Preserving Planning. - Guy Shani (IJCAI, 2018)

Landmark-based heuristic online contingent planning. - Shlomi Maliah; Guy Shani; Ronen I. Brafman (Auton. Agents Multi Agent Syst., 2018)

Action dependencies in privacy-preserving multi-agent planning. - Shlomi Maliah; Guy Shani; Roni Stern (Auton. Agents Multi Agent Syst., 2018)

EEG-triggered dynamic difficulty adjustment for multiplayer games. - Adi Stein; Yair Yotam; Rami Puzis; Guy Shani; Meirav Taieb-Maimon (Entertain. Comput., 2018)

Comparing RGB-D Sensors for Close Range Outdoor Agricultural Phenotyping. - Adar Vit; Guy Shani (Sensors, 2018)

A Factored Approach to Deterministic Contingent Multi-Agent Planning. - Shashank Shekhar 002; Ronen I. Brafman; Guy Shani (ICAPS, 2019)

Are All Rejected Recommendations Equally Bad?: Towards Analysing Rejected Recommendations. - Shir Frumerman; Guy Shani; Bracha Shapira; Oren Sar Shalom (UMAP, 2019)

Comparative criteria for partially observable contingent planning. - Dorin Shmaryahu; Guy Shani; Jörg Hoffmann 001 (Auton. Agents Multi Agent Syst., 2019)

A difficulty ranking approach to personalization in E-learning. - Avi Segal; Kobi Gal; Guy Shani; Bracha Shapira (Int. J. Hum. Comput. Stud., 2019)

Investigating Recommendation Algorithms for Escape Rooms. - Sagi Bazinin; Guy Shani (Vietnam. J. Comput. Sci., 2019)

Privacy Preserving Planning in Stochastic Environments. - Guy Shani; Roni Stern; Tommy Hefner (ICAPS, 2020)

Intelligent Recommendations for Citizen Science. - Naama Dayan; Kobi Gal; Avi Segal; Guy Shani; Darlene Cavalier (ComplexRec-ImpactRS@RecSys, 2020)

Post-hoc Explanations for Complex Model Recommendations using Simple Methods. - Dorin Shmaryahu; Guy Shani; Bracha Shapira (IntRS@RecSys, 2020)

Length phenotyping with interest point detection. - Adar Vit; Guy Shani; Aharon Bar-Hillel (Comput. Electron. Agric., 2020)

Diversity in News Recommendations. - Abraham Bernstein; Claes H. de Vreese; Natali Helberger; Wolfgang Schulz 002; Katharina Anna Zweig; Christian Baden; Michael A. Beam; Marc P. Hauer; Lucien Heitz; Pascal Jürgens; Christian Katzenbach; Benjamin Kille; et al. (CoRR, 2020)

Improved Knowledge Modeling and Its Use for Signaling in Multi-Agent Planning with Partial Observability. - Shashank Shekhar 002; Ronen I. Brafman; Guy Shani (AAAI, 2021)

Intelligent Recommendations for Citizen Science. - Daniel Ben Zaken; Kobi Gal; Guy Shani; Avi Segal; Darlene Cavalier (AAAI, 2021)

Partial Disclosure of Private Dependencies in Privacy Preserving Planning. - Rotem Lev Lehman; Guy Shani; Roni Stern (AAMAS, 2021)

Using POMDPs for learning cost sensitive decision trees. - Shlomi Maliah; Guy Shani (Artif. Intell., 2021)

Diversity in News Recommendation (Dagstuhl Perspectives Workshop 19482). - Abraham Bernstein; Claes H. de Vreese; Natali Helberger; Wolfgang Schulz 002; Katharina Anna Zweig; Christian Baden; Michael A. Beam; Marc P. Hauer; Lucien Heitz; Pascal Jürgens; Christian Katzenbach; Benjamin Kille; et al. (Dagstuhl Manifestos, 2021)

DoChaP: the domain change presenter. - Shani T. Gal-Oz; Nimrod Haiat; Dana Eliyahu; Guy Shani; Tal Shay (Nucleic Acids Res., 2021)

Supervisor-Worker Problems with an Application in Education. - Dorin Shmaryahu; Kobi Gal; Guy Shani (Sensors, 2021)

Computing Contingent Plan Graphs using Online Planning. - Shlomi Maliah; Radimir Komarnitsky; Guy Shani (ACM Trans. Auton. Adapt. Syst., 2021)

Patient-Level Microsatellite Stability Assessment from Whole Slide Images by Combining Momentum Contrast Learning and Group Patch Embeddings. - Daniel Shats; Hadar Hezi; Guy Shani; Yosef E. Maruvka; Moti Freiman (ECCV Workshops (3), 2022)

Addressing Popularity Bias in Citizen Science. - Amit Sultan; Avi Segal; Guy Shani; Ya'akov (Kobi) Gal (GoodIT, 2022)

Team-Imitate-Synchronize for Solving Dec-POMDPs. - Eliran Abdoo; Ronen I. Brafman; Guy Shani; Nitsan Soffair (ECML/PKDD (4), 2022)

An Online Approach for Multi-Agent Path Finding Under Movement Uncertainty (Extended Abstract). - Elad Levy; Guy Shani; Roni Stern (SOCS, 2022)

Generating Recommendations with Post-Hoc Explanations for Citizen Science. - Daniel Ben Zaken; Avi Segal; Darlene Cavalier; Guy Shani; Kobi Gal (UMAP, 2022)

Privacy preserving planning in multi-agent stochastic environments. - Tommy Hefner; Guy Shani; Roni Stern (Auton. Agents Multi Agent Syst., 2022)

Reducing disclosed dependencies in privacy preserving planning. - Rotem Lev Lehman; Guy Shani; Roni Stern (Auton. Agents Multi Agent Syst., 2022)

HiveRel: hexagons visualization for relationship-based knowledge acquisition. - Sivan Yogev; Guy Shani; Noam Tractinsky (CCF Trans. Pervasive Comput. Interact., 2022)

Prioritizing vulnerability patches in large networks. - Amir Olswang; Tom Gonda; Rami Puzis; Guy Shani; Bracha Shapira; Noam Tractinsky (Expert Syst. Appl., 2022)

Evaluating Recommender Systems. - Asela Gunawardana; Guy Shani; Sivan Yogev (Recommender Systems Handbook, 2022)

Multi Agent Path Finding under Obstacle Uncertainty. - Bar Shofer; Guy Shani; Roni Stern (ICAPS, 2023)

An Efficient and Accurate Neural Network Tool for Finding Correlation Between Gene Expression and Histological Images. - Guy Shani; Moti Freiman; Yosef E. Maruvka (CLIP/FAIMI/EPIMI@MICCAI, 2023)

Online Evaluation of Tail Project Boosting in Citizen Science. - Amit Sultan; Avi Segal; Guy Shani; Darlene Cavalier; Kobi Gal (ECAI, 2023)

Unavoidable deadends in deterministic partially observable contingent planning. - Lera Shtutland; Dorin Shmaryahu; Ronen I. Brafman; Guy Shani (Auton. Agents Multi Agent Syst., 2023)

Dyadic Reinforcement Learning. - Shuangning Li; Lluis Salvat Niell; Sung Won Choi; Inbal Nahum-Shani; Guy Shani; Susan A. Murphy (CoRR, 2023)

Rollout Heuristics for Online Stochastic Contingent Planning. - Oded Blumenthal; Guy Shani (AREA@ECAI, 2023)

Centralized Stochastic Multi-agent Pathfinding Under Partial Observability. - Guy Shani; Roni Stern; Itay Raveh; Inon Katz (AREA, 2024)

Heuristics for Partially Observable Stochastic Contingent Planning. - Guy Shani (ECAI, 2024)

Online Planning for Multi Agent Path Finding in Inaccurate Maps. - Nir Malka; Guy Shani; Roni Stern (IROS, 2024)

Reinforcement Learning on Dyads to Enhance Medication Adherence. - Ziping Xu; Hinal Jajal; Sung Won Choi; Inbal Nahum-Shani; Guy Shani; Alexandra M. Psihogios; Pei-Yao Hung; Susan A. Murphy (AIME (1), 2025)

Reinforcement Learning on AYA Dyads to Enhance Medication Adherence. - Ziping Xu; Hinal Jajal; Sung Won Choi; Inbal Nahum-Shani; Guy Shani; Alexandra M. Psihogios; Pei-Yao Hung; Susan A. Murphy (CoRR, 2025)