SIAM/IFIP

Workshop on Discrete Mathematics & Data Mining

DM&DM

San Francisco, CA - May 3, 2003

PROGRAM

CHAIRMAN: Peter L. Hammer

RUTCOR - Rutgers University Center for Operations Research

640 Bartholomew Road, Piscataway, NJ 08854

email: hammer@rutcor.rutgers.edu

8:30 - 9:00 Anthony, Martin

London School of Economics, UK

Accuracy of Classification by Iterative Linear Thresholding

9:00 - 9:30 Anthony, Martin

London School of Economics, UK

Data Classification by Multithreshold Functions

9:30 - 10:00 Alexe, Gabriela and Sorin

Rutgers University, Piscataway, NJ

Pattern-Based Clustering and Attribute Analysis

(Co-Author: Peter L. Hammer)

10:00 - 10:30 COFFEE BREAK

10:30 - 11:00 Balcazar, Jose

Univ. Politecnica de Catalunya, Barcelona, Spain

Discrete Deterministic Data Mining as Knowledge Compilation

(Co-Author: J. Baixeries)

11:00 - 11:30 Berry, Anne

Universite Blaise Pascal, Aubiere, France

Generalized Domination in Closure Systems

(Co-Authors: Eric SanJuan and Alain Sigayret)

11:30 - 12:00 Bronnimann, Herve

Polytechnic University, Brooklyn, NY

Efficient Data Reduction with EASE

(Co-Authors: Bin Chen, Manoranjan Dash, Peter Haas and

Peter Scheuermann)

12:00 - 1:45 LUNCH

1:45 - 2:15 Ding, Chris

Lawrence Berkeley National Lab, Berkeley, CA

Analysis of Spectral Clustering and the Connectivity Matrix Method

(Co-Authors: X. He, H.Zha, M. Gu and H. Simon)

2:15 - 2:45 Elloumi, Mourad

Faculty of Economic Sciences & Management of Tunis, Tunisia

A Data Mining Approach based on Votes Strategies to Classify

Biological Sequences

(Co-Author: Mondher Maddouri)

2:45 - 3:15 Kargupta, Hillol

University of Maryland Baltimore County

Multi-Variate Fourier Spectrum Estimation from Non-Uniform Data

and its Applications in Data Mining

(Co-Author: Rajeev Ayyagari)

3:15 - 3:45 COFFEE BREAK

3:45 - 4:15 Mielikainen, Taneli

University of Helsinki, Finland

Frequency-based Views to Pattern Collections

4:15 - 4:45 Valtchev, Petko

Universite de Montreal, Quebec, Canada

Incremental Maintenance of Association Rule Bases

(Co-authors: Rokia Missaoui, Mohamed Rouane Hacene and

Robert Godin)

4:45 - 5:15 Peter L. Hammer

Open Problems in DM & DM

D M & D M Workshop

Program Committee

Endre Boros

Rutgers University, New Brunswick, NJ

email: boros@rutcor.rutgers.edu

Yves Crama

University of Liege, Belgium

email: Y.Crama@ulg.ac.be

Peter L. Hammer (Chairman)

Rutgers University, New Brunswick, NJ

email: hammer@rutcor.rutgers.edu

Toshihide Ibaraki

University of Kyoto, Japan

email: ibaraki@kuamp.kyoto-u.ac.jp

Alex Kogan

Rutgers University, Newark and

New Brunswick, NJ

email: kogan@rutcor.rutgers.edu

Heikki Mannila

Helsinki University of Technology, Finland

email: Heikki.Mannila@cs.helsinki.fi

Michel Minoux

University of Paris, France

email: Michel.Minoux@lip6.fr

Bruno Simeone

University of Rome, Italy

email: Bruno.Simeone@uniroma1.it