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ISNN
2004
Springer
16 years 15 hour ago
A Novel Clustering Analysis Based on PCA and SOMs for Gene Expression Patterns
This paper proposes a novel clustering analysis algorithm based on principal component analysis (PCA) and self-organizing maps (SOMs) for clustering the gene expression patterns. T...
Hong-Qiang Wang, De-Shuang Huang, Xing-Ming Zhao, ...
IWMM
2004
Springer
122views Hardware» more  IWMM 2004»
16 years 13 hour ago
Experience with safe manual memory-management in cyclone
The goal of the Cyclone project is to investigate type safety for low-level languages such as C. Our hardest challenge has been providing programmers control over memory managemen...
Michael W. Hicks, J. Gregory Morrisett, Dan Grossm...
KDD
2004
ACM
624views Data Mining» more  KDD 2004»
16 years 13 hour ago
Programming the K-means clustering algorithm in SQL
Using SQL has not been considered an efficient and feasible way to implement data mining algorithms. Although this is true for many data mining, machine learning and statistical a...
Carlos Ordonez
196
Voted
KDD
2004
ACM
159views Data Mining» more  KDD 2004»
16 years 13 hour ago
Optimal randomization for privacy preserving data mining
Randomization is an economical and efficient approach for privacy preserving data mining (PPDM). In order to guarantee the performance of data mining and the protection of individ...
Michael Yu Zhu, Lei Liu
LOPSTR
2004
Springer
16 years 11 hour ago
Determinacy Analysis for Logic Programs Using Mode and Type Information
We propose an analysis for detecting procedures and goals that are deterministic (i.e. that produce at most one solution), or predicates whose clause tests are mutually exclusive (...
Pedro López-García, Francisco Bueno,...
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