2nd Workshop on Data Mining in Bioinformatics
July 23rd, 2002
Edmonton,
Alberta, Canada
in conjunction with
8th ACM SIGKDD International Conference on Knowledge Discovery and
Data Mining
(KDD'2002)
Proceedings
of the 2nd ACM SIGKDD Workshop on Data Mining in Bioinformatics edited
by Mohammed J. Zaki, Jason T. L. Wang, and Hannu T. T.
Toivonen
See original Call for Papers
for topics of interest.
Foreword,
Mohammed J. Zaki, Jason T. L. Wang, and Hannu T. T. Toivonen; pp. i.
Table of
Contents, pp. ii.
Part I (Invited Talk)
Part II (Structure Mining)
-
Mining
Protein Contact Maps, Jingjing
Hu, Xiaolan Shen, Yu Shao, Chris Bystroff, Mohammed J. Zaki,
Rensselaer Polytechnic Institute, USA,
pp. 3-10.
-
Automated
Approaches for Classifying Structures, Mukund
Deshpande, Michihiro Kuramochi, George Karypis, University of
Minnesota, USA, pp. 11-18.
-
Clustering
and Classifying Enzymes in Metabolic Pathways: Some Preliminary
Results, Sen
Zhang, Li Liao, Jean-Francois Tomb, Jason T. L. Wang, DuPont
Experimental Station, USA and New Jersey Institute of Technology,
USA, pp. 19-24.
-
Generalization
Methods in Bioinformatics, Steven
Eschrich, Nitesh V. Chawla, Lawrence O. Hall,
University of South Florida, USA, pp. 25-32.
Part III (Data Mining and Drug Design)
-
Incremental
Machine Learning to Reduce Biochemistry Lab Costs in the Search
for Drug Discovery, George Forman, Hewlett-Packard
Labs, USA, pp. 33-36.
-
Gram-Schmidt
Kernels Applied to Structure Activity Analysis for Drug
Design, Huma
Lodhi, Yike Guo, Imperial
College, University of London, UK, pp. 37-42.
-
Closed
Set Mining of Biological Data, John
L. Pfaltz, Christopher M. Taylor, University of Virginia, USA, pp.
43-48.
Part IV: (Gene
Expression)
|
WORKSHOP CO-CHAIRS:
PROGRAM COMMITTEE:
- Henrik Bostrom, Stockholm University, Sweden
- Julie Dickerson, Iowa State University, USA
- Mark Embrechts, Rensselaer Polytechnic Institute, USA
- Hasan Jamil, Mississippi State University, USA
- George Karypis, University of Minnesota, USA
- Sun Kim, Indiana University, USA
- Simon Lin, Duke University, USA
- Hiroshi Mamitsuka, Kyoto University, Japan
- Shinichi Morishita, University of Tokyo, Japan
- William S. Noble, Columbia University, USA
- Zoran Obradovic, Temple University, USA
- David Page, University of Wisconsin, USA
- Laxmi Parida, IBM T.J. Watson Research Center, USA
- Srinivasan Parthasarathy, Ohio State University, USA
- William H. Piel, University at Buffalo, USA
- Joerg Sander, University of Alberta, Canada
- Bruce Shapiro, National Cancer Institute, USA
- Limsoon Wong, Labs for IT, Singapore
- Cathy Wu, Georgetown University Medical Center, USA
- Aidong Zhang, University at Buffalo, USA
|