[CEUR Workshop Proceedings] Vol-772
urn:nbn:de:0074-772-4

Copyright © 2011 for the individual papers by the papers' authors. Copying permitted only for private and academic purposes. This volume is published and copyrighted by its editors.



MultiClust Workshop 2011
Discovering, Summarizing and Using Multiple Clusterings


Proceedings of the 2nd MultiClust Workshop: Discovering, Summarizing and Using Multiple Clusterings

Athens, Greece, September 5, 2011.


Edited by

Emmanuel Müller *
Stephan Günnemann **
Ira Assent ***
Thomas Seidl **

* Karlsruhe Institute of Technology, Germany
** RWTH Aachen University, Germany
*** Aarhus University, Denmark




Complete workshop proceedings as one file (~16 MB).

Table of Contents

    Invited Talks

  1. Combinatorial Approaches to Clustering and Feature Selection 1-3
    Michael E. Houle
  2. Cartification: Turning Similarities into Itemset Frequencies 4-6
    Bart Goethals

    3. Research Papers

  3. When Pattern Met Subspace Cluster 7-18
    Jilles Vreeken, Arthur Zimek
  4. Fast Multidimensional Clustering of Categorical Data 19-30
    Tengfei Liu, Nevin L. Zhang, Kin Man Poon, Yi Wang, Hua Liu
  5. Factorial Clustering with an Application to Plant Distribution Data 31-42
    Manfred Jaeger, Simon Lyager, Michael Vandborg, Thomas Wohlgemuth
  6. Subjectively Interesting Alternative Clusters 43-54
    Tijl De Bie
  7. Evaluation of Multiple Clustering Solutions 55-66
    Hans-Peter Kriegel, Erich Schubert, Arthur Zimek
  8. Browsing Robust Clustering-Alternatives 67-79
    Martin Hahmann, Dirk Habich, Wolfgang Lehner
  9. Generating a Diverse Set of High-Quality Clusterings 80-91
    Jeff M. Phillips, Parasaran Raman, Suresh Venkatasubramanian
30-Aug-2011: submitted by Stephan Günnemann
30-Aug-2011: published on CEUR-WS.org