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KDD
2002
ACM
147views Data Mining» more  KDD 2002»
14 years 8 months ago
Visualized Classification of Multiple Sample Types
The goal of the knowledge discovery and data mining is to extract the useful knowledge from the given data. Visualization enables us to find structures, features, patterns, and re...
Li Zhang, Aidong Zhang, Murali Ramanathan
KDD
2002
ACM
107views Data Mining» more  KDD 2002»
14 years 8 months ago
Clustering and Classifying Enzymes in Metabolic Pathways: Some Preliminary Results
Sen Zhang, Li Liao, Jean-Francois Tomb, Jason Tson...
KDD
2002
ACM
146views Data Mining» more  KDD 2002»
14 years 8 months ago
Closed Set Mining of Biological Data
We present a closed set data mining paradigm which is particularly e ective for uncovering the kind of deterministic, causal dependencies that characterize much of basic science. ...
John L. Pfaltz, Christopher M. Taylor
KDD
2002
ACM
154views Data Mining» more  KDD 2002»
14 years 8 months ago
Mining Protein Contact Maps
The 3D conformation of a protein may be compactly represented in a symmetrical, square, boolean matrix of pairwise, inter-residue contacts, or "contact map". The contact...
Jingjing Hu, Xiaolan Shen, Yu Shao, Chris Bystroff...
KDD
2002
ACM
108views Data Mining» more  KDD 2002»
14 years 8 months ago
Incremental Machine Learning to Reduce Biochemistry Lab Costs in the Search for Drug Discovery
This paper promotes the use of supervised machine learning in laboratory settings where chemists have a large number of samples to test for some property, and are interested in id...
George Forman
KDD
2002
ACM
104views Data Mining» more  KDD 2002»
14 years 8 months ago
Generalization Methods in Bioinformatics
Protein secondary structure prediction and high-throughput drug screen data mining are two important applications in bioinformatics. The data is represented in sparse feature spac...
Steven Eschrich, Nitesh V. Chawla, Lawrence O. Hal...
KDD
2002
ACM
120views Data Mining» more  KDD 2002»
14 years 8 months ago
Automated Approaches for Classifying Structures
Mukund Deshpande, Michihiro Kuramochi, George Kary...
KDD
2002
ACM
183views Data Mining» more  KDD 2002»
14 years 8 months ago
E-CAST: A Data Mining Algorithm for Gene Expression Data
Data clustering methods have been proven to be a successful data mining technique in the analysis of gene expression data. The Cluster affinity search technique (CAST) developed b...
Abdelghani Bellaachia, David Portnoy, Yidong Chen,...