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» Data Mining for Genetics: A Genetic Algorithm Approach
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ICDM
2003
IEEE
134views Data Mining» more  ICDM 2003»
15 years 9 months ago
Cost-Sensitive Learning by Cost-Proportionate Example Weighting
We propose and evaluate a family of methods for converting classifier learning algorithms and classification theory into cost-sensitive algorithms and theory. The proposed conve...
Bianca Zadrozny, John Langford, Naoki Abe
ICMCS
2006
IEEE
127views Multimedia» more  ICMCS 2006»
15 years 10 months ago
An Interactive Region-Based Image Clustering and Retrieval Platform
Content-based Image retrieval has become an important part of information retrieval technology. Images can be viewed as high dimensional data and are usually represented by their ...
Ying Liu, Xin Chen, Chengcui Zhang, Alan P. Spragu...
WABI
2005
Springer
110views Bioinformatics» more  WABI 2005»
15 years 10 months ago
Alignment of Tandem Repeats with Excision, Duplication, Substitution and Indels (EDSI)
Abstract. Traditional sequence comparison by alignment applies a mutation model comprising two events, substitutions and indels (insertions or deletions) of single positions (SI). ...
Michael Sammeth, Thomas Weniger, Dag Harmsen, Jens...
KDD
2004
ACM
187views Data Mining» more  KDD 2004»
16 years 5 months ago
IMMC: incremental maximum margin criterion
Subspace learning approaches have attracted much attention in academia recently. However, the classical batch algorithms no longer satisfy the applications on streaming data or la...
Jun Yan, Benyu Zhang, Shuicheng Yan, Qiang Yang, H...
FUIN
2008
136views more  FUIN 2008»
15 years 4 months ago
Multi-Dimensional Relational Sequence Mining
The issue addressed in this paper concerns the discovery of frequent multi-dimensional patterns from relational sequences. The great variety of applications of sequential pattern m...
Floriana Esposito, Nicola Di Mauro, Teresa Maria A...