Modeling and Analysis of Social Communication Networks


Selected Publications:
  1. (2006) Jeffery Baumes, Mark Goldberg, Mykola Hayvonovych, Malik Magdon-Ismail, William Wallace, Mohammed Zaki,
    "Finding Hidden Group Structure in a Stream of Communications",
    Proceedings of the 4th Symposium on Intelligence and Security Informatics (ISI 06), San Diego, CA, May 23-24 2006.
    postscript, pdf. Slides: ps, pdf, powerpoint,

  2. (2006) Sibel Adali, Brandeis Hill and Malik Magdon-Ismail,
    "The Impact of Ranker Quality on Ranker Aggregation Algorithms: Information vs. Robustness",
    ICDE Workshop on Challenges in Web Information Retrieval and Integration (WIRI), Atlanta, Georgia, April 3, 2006.
    postscript, pdf. Slides: postscript, pdf.

  3. (2005) Ali Civril, Malik Magdon-Ismail and Eli Bocek-Rivele,
    "SDE: Graph Drawing Using Spectral Distance Embedding",
    submitted to the 13th International Symposium on Graph Drawing, Limerick, Ireland, 12-14 September, 2005.
    postscript, pdf.

  4. (2005) Sibel Adali, Brandeis Hill and Malik Magdon-Ismail,
    "The Impact of Ranker Quality on Ranker Aggregation Algorithms",
    submitted to the ACM 14th Conference on Information and Knowledge Management (CIKM), Bremen, Germany, 31 Oct.-5 Nov., 2005.
    postscript, pdf.

  5. (2005) Sibel Adali, Tina Liu and Malik Magdon-Ismail,
    "Optimal Link Bombs are Uncoordinated",
    First International Workshop on Adversarial Information Retrieval on the Web (AIRWeb 05) at the 14th International World Wide Web Conference (WWW2005), Chiba, Japan, 10-14 May, 2005.
    postscript, pdf.

  6. (2005) Jeffery Baumes, Hung-Ching Chen, Matthew Francisco, Mark Goldberg, Malik Magdon-Ismail, and Al Wallace
    "Dynamics of Bridging and Bonding in Social Groups, a Multi-Agent Model",
    Third conference of the North American Association for Computational Social and Organizational Science (NAACSOS 05), Notre-Dame, Indiana, June 26-28, 2005.
    postscript, pdf.

  7. (2005) Jeffery Baumes, Mark Goldberg, Malik Magdon-Ismail,
    "Efficient Identification of Overlapping Communities",
    IEEE International Conference on Intelligence and Security Informatics (ISI 05), Atlanta, Georgia, May 19-20 2005.
    postscript, pdf.

  8. (2005) Jeffrey Baumes, Mark Goldberg, Mukkai Krishnamoorthy, Malik Magdon-Ismail, Nathan Preston
    "Finding Communities by Clustering a Graph into Overlapping Subgraphs",
    International Conference on Applied Computing (IADIS 2005), Feb 22-25, Algarve, Portugal.
    postscript, pdf, doc.

  9. (2005) Seyit Ahmet Camtepe, Mark Goldberg, Malik Magdon-Ismail, Mukkai Krishnamoorthy
    "Detecting Conversing Groups of Chatters: A Model, Algorithms and Tests",
    International Conference on Applied Computing (IADIS 2005), Feb 22-25, Algarve, Portugal.
    postscript, pdf, doc.

  10. (2004) Hung-Ching Chen, Mark Goldberg, Malik Magdon-Ismail,
    "Identifying Multi-ID users in Open Forums",
    2nd NSF/NIJ Symposium on Intelligence and Security Informatics (ISI 04), Tucson, AZ, June 11-12 2004.
    postscript, pdf.

  11. (2004) Jeffery Baumes, Mark Goldberg, Malik Magdon-Ismail, William Wallace
    "Discovering Hidden Groups in Communication Networks",
    2nd NSF/NIJ Symposium on Intelligence and Security Informatics (ISI 04), Tucson, AZ, June 11-12 2004.
    postscript, pdf.
    Journal Version:
    "On Hidden Groups in Communication Networks",
    submitted to ACM Transactions on Internet Technologies (ACM TOIT) (Invited submission from ISI 2004).
    postscript , pdf.

  12. (2003) Mark Goldberg, Paul Horn, Malik Magdon-Ismail, Jessie Riposo, David Siebecker and William Wallace Bulent Yener
    "Statistical Modeling of Social Groups on Communication Networks",
    First conference of the North American Association for Computational Social and Organizational Science (CASOS 03), Pittsburgh PA, June 22-25, 2003.
    postscript, pdf.

  13. (2003) Malik Magdon-Ismail, Mark Goldberg, David Siebecker and William Wallace
    "Locating Hidden Groups in Communication Networks Using Hidden Markov Models ",
    NSF/NIJ Symposium on Intelligence and Security Informatics (ISI 03), Tucson, PA, June 2-3 2003.
    postscript, pdf.