If you made any changes in Pure these will be visible here soon.
Filter
Conference contribution

Search results

  • 2022

    An Online Approach for Multi-Agent Path Finding Under Movement Uncertainty (Extended Abstract).

    Levy, E., Shani, G. & Stern, R., 2022, SOCS. p. 299-301 3 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Generating Recommendations with Post-Hoc Explanations for Citizen Science.

    Zaken, D. B., Segal, A., Cavalier, D., Shani, G. & Gal, K., 2022, UMAP. p. 69-78 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2021

    Improved Knowledge Modeling and Its Use for Signaling in Multi-Agent Planning with Partial Observability.

    Shekhar, S., Brafman, R. I. & Shani, G., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, Vol. 35. p. 11954-11961 8 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 13B).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Intelligent Recommendations for Citizen Science

    Zaken, D. B., Gal, K., Shani, G., Segal, A. & Cavalier, D., 1 Jan 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 14693-14701 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 17A).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Partial disclosure of private dependencies in privacy preserving planning

    Lehman, R. L., Shani, G. & Stern, R., 1 Jan 2021, 20th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2021. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1563-1565 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2019

    A factored approach to deterministic contingent multi-agent planning

    Shekhar, S., Brafman, R. I. & Shani, G., 1 Jan 2019, Proceedings of the 29th International Conference on Automated Planning and Scheduling, ICAPS 2019. Benton, J., Lipovetzky, N., Onaindia, E., Smith, D. E. & Srivastava, S. (eds.). AAAI press, p. 419-427 9 p. (Proceedings International Conference on Automated Planning and Scheduling, ICAPS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Are all rejected recommendations equally bad? Towards analysing rejected recommendations

    Frumerman, S., Shani, G., Shapira, B. & Shalom, O. S., 7 Jun 2019, ACM UMAP 2019 - Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 157-165 9 p. (ACM UMAP 2019 - Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Cluster Switches in Gene Expression Data

    Hassidim, M., Shani, G. & Shay, T., 21 Jan 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1788-1795 8 p. 8621508. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Comparative criteria for partially observable contingent planning

    Shmaryahu, D., Hoffmann, J. & Shani, G., 1 Jan 2019, 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1740-1742 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Length phenotyping with interest point detection

    Vit, A., Shani, G. & Bar-Hillel, A., 1 Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society, p. 2609-2618 10 p. 9025535. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Scopus citations
  • 2018

    Advances and challenges in privacy preserving planning

    Shani, G., 1 Jan 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 5719-5723 5 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • MDP-based cost sensitive classification using decision trees

    Maliah, S. & Shani, G., 1 Jan 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 3746-3753 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    14 Scopus citations
  • 2017

    HiveRel: Towards focused knowledge acquisition

    Yogev, S., Shani, G. & Tractinsky, N., 13 Mar 2017, ESIDA 2017 - Proceedings of the 2017 ACM Workshop on Exploratory Search and Interactive Data Analytics, co-located with IUI 2017. Association for Computing Machinery, Inc, p. 17-24 8 p. (ESIDA 2017 - Proceedings of the 2017 ACM Workshop on Exploratory Search and Interactive Data Analytics, co-located with IUI 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Increased privacy with reduced communication in multi-agent planning

    Maliah, S., Brafman, R. I. & Shani, G., 1 Jan 2017, Proceedings of the 27th International Conference on Automated Planning and Scheduling, ICAPS 2017. Barbulescu, L., Smith, S. F., Mausam & Frank, J. D. (eds.). AAAI press, p. 209-217 9 p. (Proceedings International Conference on Automated Planning and Scheduling, ICAPS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Scopus citations
  • Ranking vulnerability fixes using planning graph analysis

    Gonda, T., Shani, G., Puzis, R. & Shapira, B., 2017, IWAISe: First International Workshop on Artificial Intelligence in Security. Vol. 41.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2016

    Computing contingent plans using online replanning

    Komarnitsky, R. & Shani, G., 1 Jan 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 3159-3165 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Scopus citations
  • Incorporating student choice in E-learning

    Segal, A., Guetta, N., Taboul, A., Shani, G. & Gal, Y. K., 1 Jan 2016, Intelligent Tutoring Systems - 13th International Conference, ITS 2016, Proceedings. Micarelli, A., Stamper, J. & Panourgia, K. (eds.). Springer Verlag, p. 443-446 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9684).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • 2015

    Fast item-based collaborative filtering

    Ben-Shimon, D., Rokach, L., Shapira, B. & Shani, G., 1 Jan 2015, ICAART 2015 - 7th International Conference on Agents and Artificial Intelligence, Proceedings. Loiseau, S., Filipe, J., Filipe, J., Duval, B. & van den Herik, J. (eds.). SciTePress, p. 457-463 7 p. (ICAART 2015 - 7th International Conference on Agents and Artificial Intelligence, Proceedings; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    2 Scopus citations
  • 2014

    On the properties of belief tracking for online contingent planning using regression

    Brafman, R. & Shani, G., 1 Jan 2014, ECAI 2014 - 21st European Conference on Artificial Intelligence, Including Prestigious Applications of Intelligent Systems, PAIS 2014, Proceedings. Schaub, T., Friedrich, G. & O'Sullivan, B. (eds.). IOS Press, p. 147-152 6 p. (Frontiers in Artificial Intelligence and Applications; vol. 263).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Privacy preserving landmark detection

    Maliah, S., Shani, G. & Stern, R., 1 Jan 2014, ECAI 2014 - 21st European Conference on Artificial Intelligence, Including Prestigious Applications of Intelligent Systems, PAIS 2014, Proceedings. Schaub, T., Friedrich, G. & O'Sullivan, B. (eds.). IOS Press, p. 597-602 6 p. (Frontiers in Artificial Intelligence and Applications; vol. 263).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    11 Scopus citations
  • 2013

    Displaying relevance scores for search results

    Shani, G. & Tractinski, N., 2 Sep 2013, SIGIR 2013 - Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 901-904 4 p. (SIGIR 2013 - Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    7 Scopus citations
  • Improving simple collaborative filtering models using ensemble methods

    Bar, A., Rokach, L., Shani, G., Shapira, B. & Schclar, A., 1 Dec 2013, Multiple Classifier Systems - 11th International Workshop, MCS 2013, Proceedings. p. 1-12 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7872 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    48 Scopus citations
  • Leveraging the citation graph to recommend keywords

    Blank, I., Rokach, L. & Shani, G., 20 Nov 2013, RecSys 2013 - Proceedings of the 7th ACM Conference on Recommender Systems. p. 359-362 4 p. (RecSys 2013 - Proceedings of the 7th ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Scopus citations
  • Qualitative planning under partial observability in multi-agent domains

    Brafman, R. I., Shani, G. & Zilberstein, S., 1 Dec 2013, Proceedings of the 27th AAAI Conference on Artificial Intelligence, AAAI 2013. p. 130-137 8 p. (Proceedings of the 27th AAAI Conference on Artificial Intelligence, AAAI 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    13 Scopus citations
  • Recommending improved configurations for complex objects with an application in travel planning

    Savir, A., Brafman, R. I. & Shani, G., 20 Nov 2013, RecSys 2013 - Proceedings of the 7th ACM Conference on Recommender Systems. p. 391-394 4 p. (RecSys 2013 - Proceedings of the 7th ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    10 Scopus citations
  • Recommending improved configurations for complex objects with an application in travel planning

    Savir, A., Brafman, R. I. & Shani, G., 1 Jan 2013, Intelligent Techniques for Web Personalization and Recommendation - Papers from the 2013 AAAI Workshop, Technical Report. AI Access Foundation, p. 38-44 7 p. (AAAI Workshop - Technical Report; vol. WS-13-11).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Recommending insurance riders

    Rokach, L., Shani, G., Shapira, B., Chapnik, E. & Siboni, G., 27 May 2013, 28th Annual ACM Symposium on Applied Computing, SAC 2013. p. 253-260 8 p. (Proceedings of the ACM Symposium on Applied Computing).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Scopus citations
  • 2012

    A multi-path compilation approach to contingent planning

    Brafman, R. I. & Shani, G., 1 Dec 2012, Problem Solving Using Classical Planners - Papers from the 2012 AAAI Workshop, Technical Report. p. 9-15 7 p. (AAAI Workshop - Technical Report; vol. WS-12-12).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    14 Scopus citations
  • A multi-path compilation approach to contingent planning

    Brafman, R. I. & Shani, G., 7 Nov 2012, AAAI-12 / IAAI-12 - Proceedings of the 26th AAAI Conference on Artificial Intelligence and the 24th Innovative Applications of Artificial Intelligence Conference. p. 1868-1874 7 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Scopus citations
  • TALMUD: Transfer learning for multiple domains

    Moreno, O., Shapira, B., Rokach, L. & Shani, G., 19 Dec 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 425-434 10 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    67 Scopus citations
  • 2011

    Replanning in domains with partial information and sensing actions

    Shani, G. & Brafman, R. I., 1 Dec 2011, IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence. p. 2021-2026 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    23 Scopus citations
  • Using Wikipedia to boost collaborative filtering techniques

    Katz, G., Ofek, N., Shapira, B., Rokach, L. & Shani, G., 6 Dec 2011, RecSys'11 - Proceedings of the 5th ACM Conference on Recommender Systems. p. 285-288 4 p. (RecSys'11 - Proceedings of the 5th ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    18 Scopus citations
  • 2010

    Augmenting appearance-based localization and navigation using belief update

    Chrysanthakopoulos, G. & Shani, G., 1 Jan 2010, 9th International Joint Conference on Autonomous Agents and Multiagent Systems 2010, AAMAS 2010. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 559-566 8 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Scopus citations
  • High-level reinforcement learning in strategy games

    Amato, C. & Shani, G., 1 Jan 2010, 9th International Joint Conference on Autonomous Agents and Multiagent Systems 2010, AAMAS 2010. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 75-82 8 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    27 Scopus citations
  • Tutorial on evaluating recommender systems

    Shani, G., 15 Dec 2010, RecSys'10 - Proceedings of the 4th ACM Conference on Recommender Systems. p. 1 1 p. (RecSys'10 - Proceedings of the 4th ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • 2009

    Bayesian real-time dynamic programming

    Sanner, S., Goetschalckx, R., Driessens, K. & Shani, G., 1 Jan 2009, IJCAI-09 - Proceedings of the 21st International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, p. 1784-1789 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    27 Scopus citations
  • Hierarchical probabilistic segmentation of discrete events

    Shani, G., Meek, C. & Gunawardana, A., 1 Dec 2009, ICDM 2009 - The 9th IEEE International Conference on Data Mining. p. 974-979 6 p. 5360342. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Improving existing fault recovery policies

    Shani, G. & Meek, C., 1 Dec 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 1642-1650 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Scopus citations
  • Searching large indexes on tiny devices: Optimizing binary search with character pinning

    Shani, G., Meek, C., Paek, T., Thiesson, B. & Venolia, G., 21 Sep 2009, Proceedingsc of the 13th International Conference on Intelligent User Interfaces, IUI'09. p. 257-265 9 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Topological order planner for POMDPs

    Dibangoye, J. S., Shani, G., Chaib-draa, B. & Mouaddib, A. I., 1 Jan 2009, IJCAI-09 - Proceedings of the 21st International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, p. 1684-1689 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    14 Scopus citations
  • 2008

    Efficient ADD operations for point-based algorithms

    Shani, G., Poupart, P., Brafman, R. I. & Shimony, S. E., 1 Dec 2008, ICAPS 2008 - Proceedings of the 18th International Conference on Automated Planning and Scheduling. p. 330-337 8 p. (ICAPS 2008 - Proceedings of the 18th International Conference on Automated Planning and Scheduling).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    28 Scopus citations
  • Mining recommendations from the web

    Shani, G., Chickering, M. & Meek, C., 1 Dec 2008, RecSys'08: Proceedings of the 2008 ACM Conference on Recommender Systems. p. 35-42 8 p. (RecSys'08: Proceedings of the 2008 ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    32 Scopus citations
  • 2007

    A stereotypes-based hybrid recommender system for media items

    Shani, G., Meisles, A., Gleyzer, Y., Rokach, L. & Ben-Shimon, D., 1 Dec 2007, Intelligent Techniques for Web Personalization and Recommender Systems in E-Commerce - Papers from the 2007 AAAI Joint Workshop, Technical Report. p. 76-83 8 p. (AAAI Workshop - Technical Report; vol. WS-07-08).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    13 Scopus citations
  • Establishing user profiles in the mediascout recommender system

    Shani, G., Rokach, L., Meisles, A., Naamani, L., Piratla, N. & Ben-Shimon, D., 25 Sep 2007, Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007. p. 470-476 7 p. 4221336. (Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Scopus citations
  • Scaling Up: Solving POMDPs Through Value Based Clustering

    Virin, Y., Shani, G., Shimony, S. E. & Brafman, R., 28 Nov 2007, AAAI-07/IAAI-07 Proceedings: 22nd AAAI Conference on Artificial Intelligence and the 19th Innovative Applications of Artificial Intelligence Conference. p. 1290-1295 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    10 Scopus citations
  • Scaling Up: Solving POMDPs Through Value Based Clustering

    Virin, Y., Shani, G., Shimony, S. E. & Brafman, R. I., 28 Nov 2007, AAAI-07/IAAI-07 Proceedings: 22nd AAAI Conference on Artificial Intelligence and the 19th Innovative Applications of Artificial Intelligence Conference. p. 1910-1911 2 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • 2006

    Prioritizing point-based POMDP solvers

    Shani, G., Brafman, R. I. & Shimony, S. E., 1 Jan 2006, Machine Learning: ECML 2006 - 17th European Conference on Machine Learning, Proceedings. Springer Verlag, p. 389-400 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4212 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    12 Scopus citations
  • 2005

    Model-based online learning of POMDPs

    Shani, G., Brafman, R. I. & Shimony, S. E., 1 Dec 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 353-364 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3720 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    22 Scopus citations
  • Resolving perceptual aliasing in the presence of noisy sensors

    Brafman, R. I. & Shani, G., 1 Jan 2005, Advances in Neural Information Processing Systems 17 - Proceedings of the 2004 Conference, NIPS 2004. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • 2003

    Recommendation as a Stochastic Sequential Decision Problem

    Brafman, R. I., Heckerman, D. & Shani, G., 2003, Proceedings of the Thirteenth International Conference on Automated Planning and Scheduling (ICAPS 2003), June 9-13, 2003, Trento, Italy. Giunchiglia, E., Muscettola, N. & Nau, D. S. (eds.). AAAI press, p. 164-173 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review