| 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

- Preface

### 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

### 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