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» Analysis of sampling techniques for association rule mining
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CVPR
2000
IEEE
13 years 10 months ago
Adaptive Metric nearest Neighbor Classification
Nearest neighbor classification assumes locally constant class conditional probabilities. This assumption becomes invalid in high dimensions with finite samples due to the curse o...
Carlotta Domeniconi, Dimitrios Gunopulos, Jing Pen...
TEC
2012
234views Formal Methods» more  TEC 2012»
11 years 9 months ago
Cooperatively Coevolving Particle Swarms for Large Scale Optimization
—This paper presents a new cooperative coevolving particle swarm optimization (CCPSO) algorithm in an attempt to address the issue of scaling up particle swarm optimization (PSO)...
Xiaodong Li, Xin Yao
FMCAD
2000
Springer
13 years 10 months ago
Automated Refinement Checking for Asynchronous Processes
Abstract. We consider the problem of refinement checking for asynchronous processes where refinement corresponds to stutter-closed language inclusion. Since an efficient algorithmi...
Rajeev Alur, Radu Grosu, Bow-Yaw Wang
ANTSW
2008
Springer
13 years 8 months ago
Molecular Structure Elucidation Using Ant Colony Optimization: A Preliminary Study
Abstract. Identifying the structure of unknown molecules is an important activity in the pharmaceutical industry where it underpins the production of new drugs and the analysis of ...
Caroline Farrelly, Douglas B. Kell, Joshua D. Know...
BMCBI
2006
170views more  BMCBI 2006»
13 years 6 months ago
Biclustering of gene expression data by non-smooth non-negative matrix factorization
Background: The extended use of microarray technologies has enabled the generation and accumulation of gene expression datasets that contain expression levels of thousands of gene...
Pedro Carmona-Saez, Roberto D. Pascual-Marqui, Fra...