Danai Koutra - Ph.D. student
Danai Koutra

    2013

  • BIG-ALIGN: Fast Bipartite Graph Alignment
    Danai Koutra, Hanghang Tong, David Lubensky.
    IEEE ICDM 2013, Dallas, TX, December 2013.
    Recipient of a travel award.
  • Network Similarity via Multiple Social Theories
    Michele Berlingerio, Danai Koutra, Tina Elliasi-Rad, Christos Faloutsos.
    Proceedings of the 5th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013), Niagara Falls, Canada, August 2013.

  • Detecting Insider Threats in a Real Corporate Database of Computer Usage Activities
    Ted Senator et al.
    KDD 2013, Chicago, IL, August 2013.
  • Are all brains wired equally?poster
    Danai Koutra, Yu Gong, Sephira Ryman, Rex Jung, Joshua Vogelstein, Christos Faloutsos.
    OHBM 2013, Seattle, WA, June 2013.
  • Fast anomaly detection despite the duplicates
    Jay-Yoon Lee, U Kang, Danai Koutra, Christos Faloutsos.
    WWW 2013, Rio de Janeiro, Brazil, May 2013. (poster)
  • DeltaCon: A Principled Massive-Graph Similarity Function.pdf with appendixslides
    Danai Koutra, Joshua Vogelstein, Christos Faloutsos.
    SDM 2013, Austin, Texas, May 2013.
    Recipient of a travel award.
    Taught in graduate courses (Rutgers University at CSD, 'Information in Networks: Theory, Algorithms, and Applications') by Tina Eliassi-Rad).
  • Patterns amongst Competing Task Frequencies: Super-Linearities, and the Almond-DG model.full versionslides
    Danai Koutra, Vasileios Koutras, B. Aditya Prakash, Christos Faloutsos.
    PAKDD 2013, Gold Coast, Queensland, Australia, April 2013.

    2012

  • A Scalable Approach to Size-Independent Network Similarityfull version poster
    Michele Berlingerio, Danai Koutra, Tina Eliassi-Rad, Christos Faloutsos.
    NIPS 2012, Workshop on Social Network and Social Media Analysis, Methods, Models, and Applications, Lake Tahoe, NV, Dec. 2012
  • TENSORSPLAT: Spotting Latent Anomalies in Timepdf slides
    Danai Koutra, Evangelos Papalexakis, Christos Faloutsos
    PCI (16th Panhellenic Conference on Informatics with international participation), Piraeus, Greece, Oct. 2012.
  • NetSimile: A Scalable Approach to Size-Independent Network Similarity slides
    Michele Berlingerio, Danai Koutra, Tina Eliassi-Rad, Christos Faloutsos.
    WIN 2012, Workshop on Information in Networks, New York, NY, Sept. 2012 (presentation and panel discussion)
  • RolX: Structural Role Extraction & Mining in Large Graphspdf
    Keith Henderson, Brian Gallagher, Tina Eliassi-Rad, Hanghang Tong, Sugato Basu, Leman Akoglu, Danai Koutra, Lei Li, Christos Faloutsos.
    ACM SIGKDD, Beijing, China, Aug. 2012.
  • Large Graph Mining System for Patterns, Anomalies & Visualization. slides
    Leman Akoglu*, Duen Horng Chau*, U Kang*, Danai Koutra*, and Christos Faloutsos. (*: authors in alphabetical order).
    16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 2012. (demo)
  • OPAvion: Mining and visualization in large graphs.pdf
    Leman Akoglu*, Duen Horng Chau*, U Kang*, Danai Koutra*, and Christos Faloutsos. (*: authors in alphabetical order).
    ACM SIGMOD Conference 2012, Scottsdale, Arizona, USA, May 2012. (demo paper)

    2011

  • Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms.pdf slides poster
    Danai Koutra, Tai-You Ke, U Kang, Duen Horng (Polo) Chau, Hsing-Kuo Kenneth Pao, and Christos Faloutsos.
    ECML PKDD, Athens, Greece, Sep. 2011
    Taught in graduate courses (CMU at Tepper School of Business, Business Technology Seminar by Wolfgang Gatterbauer AND Rutgers University at CSD, 'Information in Networks: Theory, Algorithms, and Applications') by Tina Eliassi-Rad).

    2010

  • Approximate sequence matching with MapReduce pdf in Greek slides
    Danai Koutra.
    Diploma Thesis, NTUA, Jul. 2010