Bracha Leah Shapira

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Bracha Leah Shapira

Prof.

 https://orcid.org/0000-0003-4943-9324
1969 …2024

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  • 2024

    Creating an Intelligent Social Media Campaign Decision-Support Method

    Gabay, A., Solomon, A., Guy, I. & Shapira, B., 22 Jun 2024, UMAP 2024 - Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 149-158 10 p. (UMAP 2024 - Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • FairUS - UpSampling Optimized Method for Boosting Fairness

    Cohen-Inger, N., Rozenblatt, G., Cohen, S., Rokach, L. & Shapira, B., 16 Oct 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024, Proceedings. Endriss, U., Melo, F. S., Bach, K., Bugarin-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). IOS Press BV, p. 962-970 9 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • RecTemp: Temporal Reasoning in Recommendation Systems

    Solomon, A., Kuflik, T., Guy, I. & Shapira, B., 8 Oct 2024, RecSys 2024 - Proceedings of the 18th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 1227-1228 2 p. (RecSys 2024 - Proceedings of the 18th ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2023

    Promoting Tail Item Recommendations in E-Commerce

    Didi, T., Guy, I., Livne, A., Dagan, A., Rokach, L. & Shapira, B., 18 Jun 2023, UMAP 2023 - Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 194-203 10 p. (UMAP 2023 - Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations
  • 2022

    BRUCE: Bundle Recommendation Using Contextualized item Embeddings

    Brosh, T. A., Livne, A., Shalom, O. S., Shapira, B. & Last, M., 13 Sep 2022, RecSys 22: Proceedings of the 16th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 237-245 9 p. (RecSys 2022 - Proceedings of the 16th ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    15 Scopus citations

  • Investigating the Value of Subtitles for Improved Movie Recommendations

    Eden, S., Livne, A., Sar Shalom, O., Shapira, B. & Jannach, D., 7 Apr 2022, UMAP2022 - Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 99-109 11 p. (UMAP2022 - Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Q-Ball: Modeling Basketball Games Using Deep Reinforcement Learning

    Yanai, C., Solomon, A., Katz, G., Shapira, B. & Rokach, L., 30 Jun 2022, AAAI-22 Technical Tracks 8. Association for the Advancement of Artificial Intelligence, p. 8806-8813 8 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Transfer Learning for Time Series Classification Using Synthetic Data Generation

    Rotem, Y., Shimoni, N., Rokach, L. & Shapira, B., 23 Jun 2022, Cyber Security, Cryptology, and Machine Learning - 6th International Symposium, CSCML 2022, Proceedings: 6th International Symposium Be'er Sheva, Israel, CSCML. Dolev, S., Meisels, A. & Katz, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 232-246 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13301 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations
  • 2021

    BNN: Boosting Neural Network Framework Utilizing Limited Amount of Data

    Livne, A., Dor, R., Shapira, B. & Rokach, L., 30 Oct 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management: Proceedings of the 30th ACM International Conference on Information & Knowledge Management. Association for Computing Machinery, p. 1150-1159 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • The next best question: A lazy, anytime framework for adaptive feature acquisition

    Tuval, S. & Shapira, B., 22 Mar 2021, Proceedings of the 36th Annual ACM Symposium on Applied Computing, SAC 2021. Association for Computing Machinery, p. 1078-1081 4 p. (Proceedings of the ACM Symposium on Applied Computing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2020

    Crime Linkage Based on Textual Hebrew Police Reports Utilizing Behavioral Patterns

    Solomon, A., Magen, A., Hanouna, S., Kertis, M., Shapira, B. & Rokach, L., 19 Oct 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2749-2756 8 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • Product Bundle Identification using Semi-Supervised Learning

    Tzaban, H., Guy, I., Greenstein-Messica, A., Dagan, A., Rokach, L. & Shapira, B., 25 Jul 2020, SIGIR 2020 - Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 791-800 10 p. (SIGIR 2020 - Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • Using Bandits for Effective Database Activity Monitoring

    Grushka-Cohen, H., Biller, O., Sofer, O., Rokach, L. & Shapira, B., 6 May 2020, Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, PAKDD 2020, Proceedings. Lauw, H. W., Lim, E.-P., Wong, R.C.-W., Ntoulas, A., Ng, S.-K. & Pan, S. J. (eds.). Springer, p. 701-713 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12085 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations
  • 2019

    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 proceeding › Conference contribution › peer-review

    7 Scopus citations

  • AutoGRD: Model recommendation through graphical dataset representation

    Cohen-Shapira, N., Rokach, L., Shapira, B., Katz, G. & Vainshtein, R., 3 Nov 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 821-830 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    33 Scopus citations

  • NO-DOUBT: Attack attribution based on threat intelligence reports

    Perry, L., Shapira, B. & Puzis, R., 1 Jul 2019, 2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019. Zheng, X., Abbasi, A., Chau, M., Wang, A. & Zhou, L. (eds.). Institute of Electrical and Electronics Engineers, p. 80-85 6 p. 8823152. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    22 Scopus citations

  • Simulating User Activity for Assessing Effect of Sampling on DB Activity Monitoring Anomaly Detection

    Grushka-Cohen, H., Biller, O., Sofer, O., Rokach, L. & Shapira, B., 25 Apr 2019, Policy-Based Autonomic Data Governance. Calo, S., Verma, D. & Bertino, E. (eds.). Springer Verlag, p. 82-90 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11550 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2018

    A hybrid approach for automatic model recommendation

    Vainshtein, R., Greenstein-Messica, A., Katz, G., Shapira, B. & Rokach, L., 17 Oct 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1623-1626 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    23 Scopus citations

  • Attack graph obfuscation

    Polad, H., Puzis, R. & Shapira, B., 3 May 2018, Cyber Security Cryptography and Machine Learning - 1st International Conference, CSCML 2017, Proceedings. Dolev, S. & Lodha, S. (eds.). Springer Verlag, p. 269-287 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10332 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • DLRS 2018 - Third workshop on deep learning for recommender systems

    Hidasi, B., Shapira, B., Karatzoglou, A., Tikk, D., Dieleman, S., Sar-Shalom, O. & Vasile, F., 27 Sep 2018, RecSys 2018 - 12th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 512-513 2 p. (RecSys 2018 - 12th ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Evaluation of a design method for graph database

    Roy-Hubara, N., Rokach, L., Shapira, B. & Shoval, P., 1 Jan 2018, Enterprise, Business-Process and Information Systems Modeling - 19th International Conference, BPMDS 2018, 23rd International Conference, EMMSAD 2018, Held at CAiSE 2018, Proceedings. Reinhartz-Berger, I., Guerreiro, S., Guedria, W., Schmidt, R., Bera, P. & Gulden, J. (eds.). Springer Verlag, p. 291-303 13 p. (Lecture Notes in Business Information Processing; vol. 318).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • From royals to vegans: Characterizing question trolling on a community question answering website

    Guy, I. & Shapira, B., 27 Jun 2018, 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018. Association for Computing Machinery, Inc, p. 835-844 10 p. (41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    16 Scopus citations

  • Identifying informational vs. conversational qestions on community qestion answering archives

    Guy, I., Makarenkov, V., Hazon, N., Rokach, L. & Shapira, B., 2 Feb 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 216-224 9 p. (WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining; vol. 2018-Febuary).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    12 Scopus citations

  • Predict demographic information using Word2vec on spatial trajectories

    Solomon, A., Bar, A., Yanai, C., Shapira, B. & Rokach, L., 3 Jul 2018, UMAP 2018 - Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 331-339 9 p. (UMAP 2018 - Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    30 Scopus citations

  • Utilizing sequences of touch gestures for user verification on mobile devices

    Kimon, L. B., Mirsky, Y., Rokach, L. & Shapira, B., 17 Jun 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Webb, G. I., Phung, D., Ganji, M., Rashidi, L., Tseng, V. S. & Ho, B. (eds.). Springer Verlag, p. 816-828 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10939 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2017

    DLRS 2017 - Second workshop on deep learning for recommender systems

    Hidasi, B., Karatzoglou, A., Sar-Shalom, O., DIeleman, S., Shapira, B. & Tikk, D., 27 Aug 2017, RecSys 2017 - Proceedings of the 11th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 370-371 2 p. (RecSys 2017 - Proceedings of the 11th ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Inferring contextual preferences using deep auto-encoding

    Unger, M., Shapira, B., Rokach, L. & Bar, A., 9 Jul 2017, UMAP 2017 - Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 221-229 9 p. (UMAP 2017 - Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    19 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 proceeding › Conference contribution › peer-review

  • Scalable attack path finding for increased security

    Gonda, T., Puzis, R. & Shapira, B., 2 Jun 2017, Cyber Security Cryptography and Machine Learning - 1st International Conference, CSCML 2017, Proceedings. Dolev, S. & Lodha, S. (eds.). Springer Verlag, p. 234-249 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10332 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • User verification on mobile devices using sequences of touch gestures

    Kimon, L. B., Mirsky, Y., Rokach, L. & Shapira, B., 9 Jul 2017, UMAP 2017 - Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 365-366 2 p. (UMAP 2017 - Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations
  • 2016

    CyberRank-knowledge elicitation for risk assessment of database security

    Grushka-Cohen, H., Sofer, O., Biller, O., Shapira, B. & Rokach, L., 24 Oct 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2009-2012 4 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 24-28-October-2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Identifying Attack Propagation Patterns in Honeypots Using Markov Chains Modeling and Complex Networks Analysis

    Bar, A., Shapira, B., Rokach, L. & Unger, M., 18 Jul 2016, Proceedings - 2016 IEEE International Conference on Software Science, Technology and Engineering, SwSTE 2016. Institute of Electrical and Electronics Engineers, p. 28-36 9 p. 7515407. (Proceedings - 2016 IEEE International Conference on Software Science, Technology and Engineering, SwSTE 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    29 Scopus citations

  • RecSys 16 workshop on deep learning for recommender systems (DLRS)

    Karatzoglou, A., Hidasi, B., Tikk, D., Sar-Shalom, O., Roitman, H. & Shapira, B., 7 Sep 2016, RecSys 2016 - Proceedings of the 10th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 415-416 2 p. (RecSys 2016 - Proceedings of the 10th ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    18 Scopus citations

  • Scalable attack propagation model and algorithms for honeypot systems

    Bar, A., Shapira, B., Rokach, L. & Unger, M., 1 Jan 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A.-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers, p. 1130-1135 6 p. 7840716. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • SherLock vs moriarty: A smartphone dataset for cybersecurity research

    Mirsky, Y., Shabtai, A., Rokach, L., Shapira, B. & Elovici, Y., 28 Oct 2016, AISec 2016 - Proceedings of the 2016 ACM Workshop on Artificial Intelligence and Security, co-located with CCS 2016. Association for Computing Machinery, Inc, p. 1-12 12 p. (AISec 2016 - Proceedings of the 2016 ACM Workshop on Artificial Intelligence and Security, co-located with CCS 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    49 Scopus citations
  • 2015

    Exploiting Wikipedia for information retrieval tasks

    Shapira, B., Ofek, N. & Makarenkov, V., 9 Aug 2015, SIGIR 2015 - Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1137-1140 4 p. (SIGIR 2015 - Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations

  • In-house solution for the RecSys challenge 2015

    Cohen, N., Shapira, B., Gerzi, A., Rokach, L., Ben-Shimon, D. & Friedmann, M., 16 Sep 2015, Proceedings of the International ACM Recommender Systems Challenge 2015. Association for Computing Machinery, Inc, 2813519. (Proceedings of the International ACM Recommender Systems Challenge 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • JoKER: Trusted detection of kernel rootkits in android devices via JTAG interface

    Guri, M., Poliak, Y., Shapira, B. & Elovici, Y., 2 Dec 2015, Proceedings - 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2015. Institute of Electrical and Electronics Engineers, p. 65-73 9 p. 7345266. (Proceedings - 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2015; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    28 Scopus citations

  • Leak sinks: The threat of targeted social eavesdropping

    Bokobza, Y., Paradise, A., Rapaport, G., Puzis, R., Shapira, B. & Shabtai, A., 25 Aug 2015, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015. Pei, J., Tang, J. & Silvestri, F. (eds.). Association for Computing Machinery, Inc, p. 375-382 8 p. (Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • pcStream: A stream clustering algorithm for dynamically detecting and managing temporal contexts

    Mirsky, Y., Shapira, B., Rokach, L. & Elovici, Y., 9 May 2015, Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Proceedings. Cao, T., Lim, E.-P., Ho, T.-B., Zhou, Z.-H., Motoda, H. & Cheung, D. (eds.). Springer Verlag, p. 119-133 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9078).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    16 Scopus citations

  • "please, not now!" A model for timing recommendations

    Betzalel, N. D., Shapira, B. & Rokach, L., 16 Sep 2015, RecSys 2015 - Proceedings of the 9th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 297-300 4 p. (RecSys 2015 - Proceedings of the 9th ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    14 Scopus citations

  • Proceedings of the International ACM Recommender Systems Challenge 2015 : September 16, 2015, Vienna, Austria

    Ben-Shimon, D. (Editor), Friedmann, M. (Editor), Shapira, B. (Editor) & Rokach, L. (Editor), 15 Sep 2015, Proceedings of the International ACM Recommender Systems Challenge 2015. Place of publication not identified: ACM, 53 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • RecSys challenge 2015 and the YOOCHOOSE dataset

    Ben-Shimon, D., Shapira, B., Tsikinovsky, A., Rokach, L., Friedmann, M. & Hoerle, J., 16 Sep 2015, RecSys 2015 - Proceedings of the 9th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 357-358 2 p. (RecSys 2015 - Proceedings of the 9th ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    83 Scopus citations

  • Search problems in the domain of multiplication: Case study on robust anomaly detection using markov chains

    Mirsky, Y., Cohen, A., Stern, R., Felner, A., Rokach, L., Elovici, Y. & Shapira, B., 1 Jan 2015, Proceedings of the 8th Annual Symposium on Combinatorial Search, SoCS 2015. Lelis, L. & Stern, R. (eds.). AAAI press, p. 70-77 8 p. (Proceedings of the 8th Annual Symposium on Combinatorial Search, SoCS 2015; vol. 2015-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Sentiment analysis in transcribed utterances

    Ofek, N., Katz, G., Shapira, B. & Bar-Zev, Y., 9 May 2015, Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Proceedings. Cao, T., Lim, E.-P., Ho, T.-B., Zhou, Z.-H., Motoda, H. & Cheung, D. (eds.). Springer Verlag, p. 27-38 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9078).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • Theoretical categorization of query performance predictors

    Makarenkov, V., Shapira, B. & Rokach, L., 27 Sep 2015, ICTIR 2015 - Proceedings of the 2015 ACM SIGIR International Conference on the Theory of Information Retrieval. Association for Computing Machinery, Inc, p. 369-372 4 p. (ICTIR 2015 - Proceedings of the 2015 ACM SIGIR International Conference on the Theory of Information Retrieval).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Unknown malware detection using network traffic classification

    Bekerman, D., Shapira, B., Rokach, L. & Bar, A., 3 Dec 2015, 2015 IEEE Conference on Communications and NetworkSecurity, CNS 2015. Institute of Electrical and Electronics Engineers, p. 134-142 9 p. 7346821. (2015 IEEE Conference on Communications and NetworkSecurity, CNS 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    128 Scopus citations
  • 2014

    Contexto: Lessons learned from mobile context inference

    Unger, M., Bar, A., Shapira, B., Rokach, L. & Gudes, E., 1 Jan 2014, UbiComp 2014 - Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing. Association for Computing Machinery, Inc, p. 175-178 4 p. (UbiComp 2014 - Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • EduRank: A collaborative filtering approach to personalization in e-learning

    Segal, A., Katzir, Z., Gal, K., Shani, G. & Shapira, B., Jul 2014, Proceedings of the 7th International Conference on Educational Data Mining, EDM 2014. Stamper , J. C., Pardos , Z. A., Mavrikis , M. & McLaren, B. M. (eds.). International Educational Data Mining Society, p. 68-75 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution