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» Tests for gene clustering
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ICDM
2006
IEEE
100views Data Mining» more  ICDM 2006»
15 years 6 months ago
Meta Clustering
Clustering is ill-defined. Unlike supervised learning where labels lead to crisp performance criteria such as accuracy and squared error, clustering quality depends on how the cl...
Rich Caruana, Mohamed Farid Elhawary, Nam Nguyen, ...
109
Voted
DILS
2004
Springer
15 years 6 months ago
Heterogeneous Data Integration with the Consensus Clustering Formalism
Meaningfully integrating massive multi-experimental genomic data sets is becoming critical for the understanding of gene function. We have recently proposed methodologies for integ...
Vladimir Filkov, Steven Skiena
98
Voted
ICDM
2003
IEEE
111views Data Mining» more  ICDM 2003»
15 years 6 months ago
OP-Cluster: Clustering by Tendency in High Dimensional Space
Clustering is the process of grouping a set of objects into classes of similar objects. Because of unknownness of the hidden patterns in the data sets, the definition of similari...
Jinze Liu, Wei Wang 0010
91
Voted
ATS
2002
IEEE
110views Hardware» more  ATS 2002»
15 years 5 months ago
Test Requirement Analysis for Low Cost Hierarchical Test Path Construction
We propose a methodology that examines design modules and identifies appropriate vector justification and response propagation requirements for hierarchical test. Based on a cel...
Yiorgos Makris, Alex Orailoglu
86
Voted
SBACPAD
2003
IEEE
120views Hardware» more  SBACPAD 2003»
15 years 6 months ago
Comparison of Genomes Using High-Performance Parallel Computing
Comparison of the DNA sequences and genes of two genomes can be useful to investigate the common functionalities of the corresponding organisms and get a better understanding of h...
Nalvo F. Almeida Jr., Carlos E. R. Alves, Edson C&...