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Guy Shani
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- affiliation: Ben-Gurion University of the Negev, Israel
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Journal Articles
- 2023
- [j35]Lera Shtutland, Dorin Shmaryahu, Ronen I. Brafman
, Guy Shani
:
Unavoidable deadends in deterministic partially observable contingent planning. Auton. Agents Multi Agent Syst. 37(1): 3 (2023) - 2022
- [j34]Tommy Hefner
, Guy Shani, Roni Stern:
Privacy preserving planning in multi-agent stochastic environments. Auton. Agents Multi Agent Syst. 36(1): 22 (2022) - [j33]Rotem Lev Lehman
, Guy Shani
, Roni Stern
:
Reducing disclosed dependencies in privacy preserving planning. Auton. Agents Multi Agent Syst. 36(2): 52 (2022) - [j32]Sivan Yogev, Guy Shani
, Noam Tractinsky:
HiveRel: hexagons visualization for relationship-based knowledge acquisition. CCF Trans. Pervasive Comput. Interact. 4(4): 408-436 (2022) - [j31]Amir Olswang, Tom Gonda
, Rami Puzis
, Guy Shani
, Bracha Shapira
, Noam Tractinsky
:
Prioritizing vulnerability patches in large networks. Expert Syst. Appl. 193: 116467 (2022) - 2021
- [j30]Shlomi Maliah, Guy Shani:
Using POMDPs for learning cost sensitive decision trees. Artif. Intell. 292: 103400 (2021) - [j29]Abraham Bernstein, Claes H. de Vreese, Natali Helberger
, Wolfgang Schulz, Katharina Anna 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:
Diversity in News Recommendation (Dagstuhl Perspectives Workshop 19482). Dagstuhl Manifestos 9(1): 43-61 (2021) - [j28]Shani T. Gal-Oz
, Nimrod Haiat, Dana Eliyahu, Guy Shani, Tal Shay:
DoChaP: the domain change presenter. Nucleic Acids Res. 49(Webserver-Issue): 162-168 (2021) - [j27]Dorin Shmaryahu
, Kobi Gal
, Guy Shani
:
Supervisor-Worker Problems with an Application in Education. Sensors 21(6): 1965 (2021) - [j26]Shlomi Maliah, Radimir Komarnitsky, Guy Shani
:
Computing Contingent Plan Graphs using Online Planning. ACM Trans. Auton. Adapt. Syst. 16(1): 1:1-1:30 (2021) - 2020
- [j25]Adar Vit, Guy Shani, Aharon Bar-Hillel:
Length phenotyping with interest point detection. Comput. Electron. Agric. 176: 105629 (2020) - 2019
- [j24]Dorin Shmaryahu
, Guy Shani, Jörg Hoffmann:
Comparative criteria for partially observable contingent planning. Auton. Agents Multi Agent Syst. 33(5): 481-517 (2019) - [j23]Avi Segal
, Kobi Gal
, Guy Shani, Bracha Shapira
:
A difficulty ranking approach to personalization in E-learning. Int. J. Hum. Comput. Stud. 130: 261-272 (2019) - [j22]Sagi Bazinin, Guy Shani:
Investigating Recommendation Algorithms for Escape Rooms. Vietnam. J. Comput. Sci. 6(4): 377-388 (2019) - 2018
- [j21]Shlomi Maliah, Guy Shani
, Ronen I. Brafman
:
Landmark-based heuristic online contingent planning. Auton. Agents Multi Agent Syst. 32(5): 602-634 (2018) - [j20]Shlomi Maliah, Guy Shani
, Roni Stern
:
Action dependencies in privacy-preserving multi-agent planning. Auton. Agents Multi Agent Syst. 32(6): 779-821 (2018) - [j19]Adi Stein, Yair Yotam, Rami Puzis
, Guy Shani
, Meirav Taieb-Maimon
:
EEG-triggered dynamic difficulty adjustment for multiplayer games. Entertain. Comput. 25: 14-25 (2018) - [j18]Adar Vit
, Guy Shani
:
Comparing RGB-D Sensors for Close Range Outdoor Agricultural Phenotyping. Sensors 18(12): 4413 (2018) - 2017
- [j17]Shlomi Maliah, Guy Shani
, Roni Stern
:
Collaborative privacy preserving multi-agent planning - Planners and heuristics. Auton. Agents Multi Agent Syst. 31(3): 493-530 (2017) - [j16]Shlomi Maliah, Rami Puzis
, Guy Shani
:
Shortest path tree sampling for landmark selection in large networks. J. Complex Networks 5(5): 795-815 (2017) - 2016
- [j15]Ronen I. Brafman
, Guy Shani
:
Online belief tracking using regression for contingent planning. Artif. Intell. 241: 131-152 (2016) - [j14]Ido Blank, Lior Rokach, Guy Shani
:
Leveraging metadata to recommend keywords for academic papers. J. Assoc. Inf. Sci. Technol. 67(12): 3073-3091 (2016) - [j13]David Ben-Shimon, Lior Rokach, Guy Shani
, Bracha Shapira
:
Anytime Algorithms for Recommendation Service Providers. ACM Trans. Intell. Syst. Technol. 7(3): 43:1-43:26 (2016) - 2014
- [j12]Guy Shani
:
Task-Based Decomposition of Factored POMDPs. IEEE Trans. Cybern. 44(2): 208-216 (2014) - 2013
- [j11]Guy Shani
, Joelle Pineau, Robert Kaplow:
A survey of point-based POMDP solvers. Auton. Agents Multi Agent Syst. 27(1): 1-51 (2013) - [j10]Guy Shani
, Asela Gunawardana:
Tutorial on application-oriented evaluation of recommendation systems. AI Commun. 26(2): 225-236 (2013) - [j9]Guy Shani
, Lior Rokach, Bracha Shapira
, Sarit Hadash, Moran Tangi:
Investigating confidence displays for top-N recommendations. J. Assoc. Inf. Sci. Technol. 64(12): 2548-2563 (2013) - 2012
- [j8]Christopher Raphael, Guy Shani
:
The Skyline algorithm for POMDP value function pruning. Ann. Math. Artif. Intell. 65(1): 61-77 (2012) - [j7]Ronen I. Brafman
, Guy Shani
:
Replanning in Domains with Partial Information and Sensing Actions. J. Artif. Intell. Res. 45: 565-600 (2012) - 2011
- [j6]Guy Shani
, Asela Gunawardana, Christopher Meek:
Unsupervised hierarchical probabilistic segmentation of discrete events. Intell. Data Anal. 15(4): 483-501 (2011) - 2010
- [j5]Guy Shani
:
Evaluating Point-Based POMDP Solvers on Multicore Machines. IEEE Trans. Syst. Man Cybern. Part B 40(4): 1062-1074 (2010) - 2009
- [j4]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:
AAAI 2008 Workshop Reports. AI Mag. 30(1): 108-118 (2009) - [j3]Asela Gunawardana, Guy Shani:
A Survey of Accuracy Evaluation Metrics of Recommendation Tasks. J. Mach. Learn. Res. 10: 2935-2962 (2009) - 2008
- [j2]Guy Shani
, Ronen I. Brafman
, Solomon Eyal Shimony:
Prioritizing Point-Based POMDP Solvers. IEEE Trans. Syst. Man Cybern. Part B 38(6): 1592-1605 (2008) - 2005
- [j1]Guy Shani, David Heckerman, Ronen I. Brafman:
An MDP-Based Recommender System. J. Mach. Learn. Res. 6: 1265-1295 (2005)
Conference and Workshop Papers
- 2023
- [c65]Bar Shofer, Guy Shani, Roni Stern:
Multi Agent Path Finding under Obstacle Uncertainty. ICAPS 2023: 402-410 - [c64]Guy Shani, Moti Freiman
, Yosef E. Maruvka
:
An Efficient and Accurate Neural Network Tool for Finding Correlation Between Gene Expression and Histological Images. CLIP/FAIMI/EPIMI@MICCAI 2023: 81-88 - [c63]Amit Sultan, Avi Segal
, Guy Shani
, Darlene Cavalier, Kobi Gal:
Online Evaluation of Tail Project Boosting in Citizen Science. ECAI 2023: 3233-3240 - [c62]Oded Blumenthal, Guy Shani:
Rollout Heuristics for Online Stochastic Contingent Planning. AREA@ECAI 2023: 89-101 - 2022
- [c61]Daniel Shats
, Hadar Hezi, Guy Shani, Yosef E. Maruvka
, Moti Freiman
:
Patient-Level Microsatellite Stability Assessment from Whole Slide Images by Combining Momentum Contrast Learning and Group Patch Embeddings. ECCV Workshops (3) 2022: 454-465 - [c60]Amit Sultan, Avi Segal
, Guy Shani, Ya'akov (Kobi) Gal:
Addressing Popularity Bias in Citizen Science. GoodIT 2022: 17-23 - [c59]Eliran Abdoo, Ronen I. Brafman, Guy Shani, Nitsan Soffair:
Team-Imitate-Synchronize for Solving Dec-POMDPs. ECML/PKDD (4) 2022: 216-232 - [c58]Elad Levy, Guy Shani, Roni Stern:
An Online Approach for Multi-Agent Path Finding Under Movement Uncertainty (Extended Abstract). SOCS 2022: 299-301 - [c57]Daniel Ben Zaken, Avi Segal
, Darlene Cavalier, Guy Shani, Kobi Gal:
Generating Recommendations with Post-Hoc Explanations for Citizen Science. UMAP 2022: 69-78 - 2021
- [c56]Shashank Shekhar, Ronen I. Brafman, Guy Shani:
Improved Knowledge Modeling and Its Use for Signaling in Multi-Agent Planning with Partial Observability. AAAI 2021: 11954-11961 - [c55]Daniel Ben Zaken, Kobi Gal, Guy Shani, Avi Segal, Darlene Cavalier:
Intelligent Recommendations for Citizen Science. AAAI 2021: 14693-14701 - [c54]Rotem Lev Lehman, Guy Shani, Roni Stern:
Partial Disclosure of Private Dependencies in Privacy Preserving Planning. AAMAS 2021: 1575-1577 - 2020
- [c53]Guy Shani, Roni Stern, Tommy Hefner:
Privacy Preserving Planning in Stochastic Environments. ICAPS 2020: 258-262 - [c52]Naama Dayan, Kobi Gal, Avi Segal, Guy Shani, Darlene Cavalier:
Intelligent Recommendations for Citizen Science. ComplexRec-ImpactRS@RecSys 2020 - [c51]Dorin Shmaryahu, Guy Shani, Bracha Shapira:
Post-hoc Explanations for Complex Model Recommendations using Simple Methods. IntRS@RecSys 2020: 26-36 - 2019
- [c50]Shashank Shekhar, Ronen I. Brafman, Guy Shani:
A Factored Approach to Deterministic Contingent Multi-Agent Planning. ICAPS 2019: 419-427 - [c49]Dorin Shmaryahu, Jörg Hoffmann, Guy Shani:
Comparative Criteria for Partially Observable Contingent Planning. AAMAS 2019: 1740-1742 - [c48]Adar Vit, Guy Shani, Aharon Bar-Hillel
:
Length Phenotyping With Interest Point Detection. CVPR Workshops 2019: 2609-2618 - [c47]Shir Frumerman, Guy Shani, Bracha Shapira
, Oren Sar Shalom:
Are All Rejected Recommendations Equally Bad?: Towards Analysing Rejected Recommendations. UMAP 2019: 157-165 - 2018
- [c46]Shlomi Maliah, Guy Shani:
MDP-Based Cost Sensitive Classification Using Decision Trees. AAAI 2018: 3746-3753 - [c45]Dorin Shmaryahu, Guy Shani, Jörg Hoffmann, Marcel Steinmetz:
Simulated Penetration Testing as Contingent Planning. ICAPS 2018: 241-249 - [c44]Maayan Hassidim, Guy Shani, Tal Shay:
Cluster Switches in Gene Expression Data. BIBM 2018: 1788-1795 - [c43]Sagi Bazinin, Guy Shani:
Iterative Planning for Deterministic QDec-POMDPs. GCAI 2018: 15-28 - [c42]Tom Gonda, Tal Pascal, Rami Puzis, Guy Shani, Bracha Shapira:
Analysis of Attack Graph Representations for Ranking Vulnerability Fixes. GCAI 2018: 215-228 - [c41]Guy Shani:
Advances and Challenges in Privacy Preserving Planning. IJCAI 2018: 5719-5723 - 2017
- [c40]Shlomi Maliah, Ronen I. Brafman, Guy Shani:
Increased Privacy with Reduced Communication in Multi-Agent Planning. ICAPS 2017: 209-217 - [c39]Sivan Yogev, Guy Shani
, Noam Tractinsky
:
HiveRel: Towards Focused Knowledge Acquisition. ESIDA@IUI 2017: 17-24 - 2016
- [c38]Radimir Komarnitsky, Guy Shani:
Computing Contingent Plans Using Online Replanning. AAAI 2016: 3159-3165 - [c37]Shlomi Maliah, Guy Shani, Ronen I. Brafman:
Online Macro Generation for Privacy Preserving Planning. ICAPS 2016: 216-220 - [c36]Shlomi Maliah, Guy Shani, Roni Stern:
Stronger Privacy Preserving Projections for Multi-Agent Planning. ICAPS 2016: 221-229 - 2015
- [c35]David Ben-Shimon, Lior Rokach, Bracha Shapira, Guy Shani:
Fast Item-Based Collaborative Filtering. ICAART (2) 2015: 457-463 - 2014
- [c34]Shlomi Maliah, Ronen I. Brafman, Erez Karpas, Guy Shani:
Partially Observable Online Contingent Planning Using Landmark Heuristics. ICAPS 2014 - [c33]Ronen I. Brafman
, Guy Shani
:
On The Properties of Belief Tracking for Online Contingent Planning using Regression. ECAI 2014: 147-152 - [c32]Shlomi Maliah, Guy Shani
, Roni Stern
:
Privacy Preserving Landmark Detection. ECAI 2014: 597-602 - [c31]Avi Segal, Ziv Katzir, Kobi Gal, Guy Shani, Bracha Shapira:
EduRank: A Collaborative Filtering Approach to Personalization in E-learning. EDM 2014: 68-75 - 2013
- [c30]Ronen I. Brafman, Guy Shani, Shlomo Zilberstein:
Qualitative Planning under Partial Observability in Multi-Agent Domains. AAAI 2013: 130-137 - [c29]Ariel Bar, Lior Rokach, Guy Shani
, Bracha Shapira
, Alon Schclar:
Improving Simple Collaborative Filtering Models Using Ensemble Methods. MCS 2013: 1-12 - [c28]Ido Blank, Lior Rokach, Guy Shani
:
Leveraging the citation graph to recommend keywords. RecSys 2013: 359-362 - [c27]Amihai Savir, Ronen I. Brafman
, Guy Shani
:
Recommending improved configurations for complex objects with an application in travel planning. RecSys 2013: 391-394 - [c26]Lior Rokach, Guy Shani
, Bracha Shapira
, Eyal Chapnik, Gali Siboni:
Recommending insurance riders. SAC 2013: 253-260 - [c25]Guy Shani
, Noam Tractinsky
:
Displaying relevance scores for search results. SIGIR 2013: 901-904 - 2012
- [c24]Ronen I. Brafman, Guy Shani:
A Multi-Path Compilation Approach to Contingent Planning. AAAI 2012: 1868-1874 - [c23]Orly Moreno, Bracha Shapira
, Lior Rokach, Guy Shani
:
TALMUD: transfer learning for multiple domains. CIKM 2012: 425-434 - 2011
- [c22]Guy Shani
, Ronen I. Brafman
:
Replanning in Domains with Partial Information and Sensing Actions. IJCAI 2011: 2021-2026 - [c21]Gilad Katz
, Nir Ofek, Bracha Shapira
, Lior Rokach, Guy Shani
:
Using Wikipedia to boost collaborative filtering techniques. RecSys 2011: 285-288 - 2010
- [c20]Christopher Amato, Guy Shani:
High-level reinforcement learning in strategy games. AAMAS 2010: 75-82 - [c19]George Chrysanthakopoulos, Guy Shani:
Augmenting appearance-based localization and navigation using belief update. AAMAS 2010: 559-566 - [c18]Guy Shani
:
Tutorial on evaluating recommender systems. RecSys 2010: 1 - 2009
- [c17]Guy Shani
, Christopher Meek, Asela Gunawardana:
Hierarchical Probabilistic Segmentation of Discrete Events. ICDM 2009: 974-979 - [c16]Jilles Steeve Dibangoye, Guy Shani, Brahim Chaib-draa, Abdel-Illah Mouaddib:
Topological Order Planner for POMDPs. IJCAI 2009: 1684-1689 - [c15]Scott Sanner, Robby Goetschalckx, Kurt Driessens, Guy Shani:
Bayesian Real-Time Dynamic Programming. IJCAI 2009: 1784-1789 - [c14]Guy Shani
, Christopher Meek, Tim Paek, Bo Thiesson, Gina Danielle Venolia:
Searching large indexes on tiny devices: optimizing binary search with character pinning. IUI 2009: 257-266 - [c13]Guy Shani, Christopher Meek:
Improving Existing Fault Recovery Policies. NIPS 2009: 1642-1650 - 2008
- [c12]Guy Shani, Pascal Poupart, Ronen I. Brafman, Solomon Eyal Shimony:
Efficient ADD Operations for Point-Based Algorithms. ICAPS 2008: 330-337 - [c11]Guy Shani
, David Maxwell Chickering, Christopher Meek:
Mining recommendations from the web. RecSys 2008: 35-42 - 2007
- [c10]Yan Virin, Guy Shani, Solomon Eyal Shimony, Ronen I. Brafman:
Scaling Up: Solving POMDPs through Value Based Clustering. AAAI 2007: 1290-1295 - [c9]Yan Virin, Guy Shani, Solomon Eyal Shimony, Ronen I. Brafman:
Scaling Up: Solving POMDPs through Value Based Clustering. AAAI 2007: 1910-1911 - [c8]David Ben-Shimon, Alexander Tsikinovsky, Lior Rokach, Amnon Meisels, Guy Shani
, Lihi Naamani
:
Recommender System from Personal Social Networks. AWIC 2007: 47-55 - [c7]Guy Shani
, Lior Rokach, Amnon Meisels, Lihi Naamani
, Nischal M. Piratla, David Ben-Shimon:
Establishing User Profiles in the MediaScout Recommender System. CIDM 2007: 470-476 - [c6]Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony:
Forward Search Value Iteration for POMDPs. IJCAI 2007: 2619-2624 - 2006
- [c5]Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony:
Prioritizing Point-Based POMDP Solvers. ECML 2006: 389-400 - 2005
- [c4]Guy Shani
, Ronen I. Brafman
, Solomon Eyal Shimony:
Model-Based Online Learning of POMDPs. ECML 2005: 353-364 - 2004
- [c3]Guy Shani, Ronen I. Brafman:
Resolving Perceptual Aliasing In The Presence Of Noisy Sensors. NIPS 2004: 1249-1256 - 2003
- [c2]Ronen I. Brafman, David Heckerman, Guy Shani:
Recommendation as a Stochastic Sequential Decision Problem. ICAPS 2003: 164-173 - 2002
- [c1]Guy Shani, Ronen I. Brafman, David Heckerman:
An MDP-based Recommender System. UAI 2002: 453-460
Parts in Books or Collections
- 2011
- [p1]Guy Shani, Asela Gunawardana:
Evaluating Recommendation Systems. Recommender Systems Handbook 2011: 257-297
Reference Works
- 2022
- [r2]Asela Gunawardana, Guy Shani, Sivan Yogev:
Evaluating Recommender Systems. Recommender Systems Handbook 2022: 547-601 - 2015
- [r1]Asela Gunawardana, Guy Shani
:
Evaluating Recommender Systems. Recommender Systems Handbook 2015: 265-308
Informal and Other Publications
- 2023
- [i9]Shuangning Li, Lluis Salvat Niell, Sung Won Choi, Inbal Nahum-Shani, Guy Shani, Susan A. Murphy:
Dyadic Reinforcement Learning. CoRR abs/2308.07843 (2023) - 2022
- [i8]Daniel Shats, Hadar Hezi, Guy Shani, Yosef E. Maruvka, Moti Freiman:
Patient-level Microsatellite Stability Assessment from Whole Slide Images By Combining Momentum Contrast Learning and Group Patch Embeddings. CoRR abs/2208.10429 (2022) - 2021
- [i7]Rotem Lev Lehman, Guy Shani, Roni Stern:
Partial Disclosure of Private Dependencies in Privacy Preserving Planning. CoRR abs/2102.07185 (2021) - 2020
- [i6]Abraham Bernstein, Claes H. de Vreese, Natali Helberger, Wolfgang Schulz, Katharina Anna 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:
Diversity in News Recommendations. CoRR abs/2005.09495 (2020) - 2019
- [i5]Avi Segal, Kobi Gal, Guy Shani, Bracha Shapira:
A difficulty ranking approach to personalization in E-learning. CoRR abs/1907.12047 (2019) - 2014
- [i4]Ronen I. Brafman, Guy Shani:
Replanning in Domains with Partial Information and Sensing Actions. CoRR abs/1401.6048 (2014) - 2013
- [i3]Guy Shani, Ronen I. Brafman, David Heckerman:
An MDP-based Recommender System. CoRR abs/1301.0600 (2013) - 2012
- [i2]Ariel Bar, Lior Rokach, Guy Shani, Bracha Shapira, Alon Schclar:
Boosting Simple Collaborative Filtering Models Using Ensemble Methods. CoRR abs/1211.2891 (2012) - [i1]Gilad Katz, Guy Shani, Bracha Shapira, Lior Rokach:
Using Wikipedia to Boost SVD Recommender Systems. CoRR abs/1212.1131 (2012)
Coauthor Index
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