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Erez Shmueli

Professor

Former affiliation
 https://orcid.org/0000-0003-3193-5768
20042024

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  • 2018

    Subspace Analysis in Multi-Class Datasets: An Application to Novelty Detection Ensembles

    Bacher, M., Shmueli, E. & Ben-Gal, I., 2 Jul 2018, 2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018. Institute of Electrical and Electronics Engineers Inc., 8646000. (2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018).

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

  • 2017

    An information theory subspace analysis approach with application to anomaly detection ensembles

    Bacher, M., Ben-Gal, I. & Shmueli, E., 2017, IC3K 2017 - Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Fred, A., Filipe, J. & Filipe, J. (eds.). SciTePress, p. 27-39 13 p. (IC3K 2017 - Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management; vol. 1).

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

    Open Access
    5 Scopus citations

  • Secure multi-party protocols for item-based collaborative filtering

    Shmueli, E. & Tassa, T., 27 Aug 2017, RecSys 2017 - Proceedings of the 11th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 89-97 9 p. (RecSys 2017 - Proceedings of the 11th ACM Conference on Recommender Systems).

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

    33 Scopus citations

  • Subspace selection for anomaly detection: An information theory approach

    Bacher, M., Ben-Gal, I. & Shmueli, E., 4 Jan 2017, 2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016. Institute of Electrical and Electronics Engineers Inc., 7806077. (2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016).

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

    2 Scopus citations

  • Why spending more might get you less, dynamic selection of influencers in social networks

    Sela, A., Shmueli, E., Goldenberg, D. & Ben-Gal, I., 4 Jan 2017, 2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016. Institute of Electrical and Electronics Engineers Inc., 7806079. (2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016).

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

    7 Scopus citations
  • 2016

    Scheduled seeding for latent viral marketing

    Sela, A., Goldenberg, D., Shmueli, E. & Ben-Gal, I., 21 Nov 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Kumar, R., Caverlee, J. & Tong, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 642-643 2 p. 7752304. (Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016).

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

    5 Scopus citations

  • The role of reciprocity and directionality of friendship ties in promoting behavioral change

    Almaatouq, A., Radaelli, L., Pentland, A. & Shmueli, E., 2016, Social, Cultural, and Behavioral Modeling - 9th International Conference, SBP-BRiMS 2016, Proceedings. Osgood, N., Xu, K. S., Reitter, D. & Lee, D. (eds.). Springer Verlag, p. 33-41 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9708 LNCS).

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

    3 Scopus citations
  • 2015

    Improving information spread through a scheduled seeding approach

    Sela, A., Ben-Gal, I., Pentland, A. S. & Shmueli, E., 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. 629-632 4 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

    21 Scopus citations

  • Ride sharing: A network perspective

    Shmueli, E., Mazeh, I., Radaelli, L., Pentland, A. S. & Altshuler, Y., 2015, Social Computing, Behavioral-Cultural Modeling, and Prediction - 8th International Conference, SBP 2015, Proceedings. Xu, K., Agarwal, N. & Osgood, N. (eds.). Springer Verlag, p. 434-439 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9021).

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

    10 Scopus citations
  • 2014

    Social information leakage: Effects of awareness and peer pressure on user behavior

    Nouh, M., Almaatouq, A., Alabdulkareem, A., Singh, V. K., Shmueli, E., Alsaleh, M., Alarifi, A., Alfaris, A. & Pentland, A., 2014, Human Aspects of Information Security, Privacy, and Trust - Second International Conference, HAS 2014, Held as Part of HCI International 2014, Proceedings. Springer Verlag, p. 352-360 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8533 LNCS).

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

    Open Access
    11 Scopus citations

  • Temporal dynamics of scale-free networks

    Shmueli, E., Altshuler, Y. & Pentland, A., 2014, Social Computing, Behavioral-Cultural Modeling, and Prediction - 7th International Conference, SBP 2014, Proceedings. Springer Verlag, p. 359-366 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8393 LNCS).

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

    6 Scopus citations

  • Twitter: Who gets caught? Observed trends in social micro-blogging spam

    Almaatouq, A., Alabdulkareem, A., Nouh, M., Shmueli, E., Alsaleh, M. & Singh, V. K., 2014, WebSci 2014 - Proceedings of the 2014 ACM Web Science Conference. Association for Computing Machinery, p. 33-41 9 p. (WebSci 2014 - Proceedings of the 2014 ACM Web Science Conference).

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

    32 Scopus citations
  • 2013

    Detecting anomalous behaviors using structural properties of social networks

    Altshuler, Y., Fire, M., Shmueli, E., Elovici, Y., Bruckstein, A., Pentland, A. & Lazer, D., 2013, Social Computing, Behavioral-Cultural Modeling and Prediction - 6th International Conference, SBP 2013, Proceedings. p. 433-440 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7812 LNCS).

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

    10 Scopus citations
  • 2012

    Care to comment? Recommendations for commenting on news stories

    Shmueli, E., Kagian, A., Koren, Y. & Lempel, R., 2012, WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web. p. 429-438 10 p. (WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web).

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

    67 Scopus citations
  • 2011

    Mining roles from web application usage patterns

    Gal-Oz, N., Gonen, Y., Yahalom, R., Gudes, E., Rozenberg, B. & Shmueli, E., 2011, Trust, Privacy and Security in Digital Business - 8th International Conference, TrustBus 2011, Proceedings. p. 125-137 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6863 LNCS).

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

    11 Scopus citations

  • Tracking end-users in web databases

    Rozenberg, B., Gonen, Y., Gudes, E., Gal-Oz, N. & Shmueli, E., 2011, Proceedings - 2011 5th International Conference on Network and System Security, NSS 2011. p. 105-112 8 p. 6059966. (Proceedings - 2011 5th International Conference on Network and System Security, NSS 2011).

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

    2 Scopus citations
  • 2010

    Constrained anonymization of production data: A constraint satisfaction problem approach

    Yahalom, R., Shmueli, E. & Zrihen, T., 2010, Secure Data Management - 7th VLDB Workshop, SDM 2010, Proceedings. Springer Verlag, p. 41-53 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6358 LNCS).

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

    9 Scopus citations
  • 2005

    Designing secure indexes for encrypted databases

    Shmueli, E., Waisenberg, R., Elovici, Y. & Gudes, E., 2005, Data and Applications Security XIX: 19th Annual IFIP WG 11.3 Working Conference on Data and Applications Security, Storrs, CT, USA, August 7-10, 2005. Proceedings. Jajodia , S. & Wijesekera, D. (eds.). Springer Berlin Heidelberg, Vol. 3654. p. 54-68 15 p. (Lecture Notes in Computer Science).

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

    Open Access
    29 Scopus citations
  • 2004

    A structure preserving database encryption scheme

    Elovici, Y., Waisenberg, R., Shmueli, E. & Gudes, E., 2004, Secure Data Management: VLDB 2004 Workshop, SDM 2004, Toronto, Canada, August 30, 2004. Proceedings . Jonker, W. & Petkovic, M. (eds.). Springer Verlag, p. 28-40 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3178).

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

    27 Scopus citations