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    » A Quantum-inspired Genetic Algorithm for data clustering
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    GECCO
    2006
    Springer
    180views Optimization» more  GECCO 2006»
    Improving cooperative GP ensemble with clustering and pruning for pattern classification
    14 years 6 days ago
    Improving cooperative GP ensemble with clustering and pruning for pattern classification
    Download  www.cs.bham.ac.uk
    A boosting algorithm based on cellular genetic programming to build an ensemble of predictors is proposed. The method evolves a population of trees for a fixed number of rounds an...
    Gianluigi Folino, Clara Pizzuti, Giandomenico Spez...
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    CEC
    2009
    IEEE
    162views Artificial Intelligence» more  CEC 2009»
    A Bacterial Evolutionary Algorithm for automatic data clustering
    14 years 3 months ago
    A Bacterial Evolutionary Algorithm for automatic data clustering
    Download  www.softcomputing.net
    This paper describes an evolutionary clustering algorithm, which can partition a given dataset automatically into the optimal number of groups through one shot of optimization. The...
    Swagatam Das, Archana Chowdhury, Ajith Abraham
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    BMCBI
    2005
    80views more  BMCBI 2005»
    Sample phenotype clusters in high-density oligonucleotide microarray data sets are revealed using Isomap, a nonlinear algorithm
    13 years 8 months ago
    Sample phenotype clusters in high-density oligonucleotide microarray data sets are revealed using Isomap, a nonlinear algorithm
    Download  www.biomedcentral.com
    Background: Life processes are determined by the organism's genetic profile and multiple environmental variables. However the interaction between these factors is inherently ...
    Kevin Dawson, Raymond L. Rodriguez, Wasyl Malyj
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    DMIN
    2006
    142views Data Mining» more  DMIN 2006»
    Parallel Hybrid Clustering using Genetic Programming and Multi-Objective Fitness with Density (PYRAMID)
    13 years 10 months ago
    Parallel Hybrid Clustering using Genetic Programming and Multi-Objective Fitness with Density (PYRAMID)
    Download  ww1.ucmss.com
    Clustering is the process of locating patterns in large data sets. It is an active research area that provides value to scientific as well as business applications. Practical clust...
    Junping Sun, William Sverdlik, Samir Tout
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    ICTAI
    2005
    IEEE
    103views Artificial Intelligence» more  ICTAI 2005»
    Determining the Optimal Number of Clusters Using a New Evolutionary Algorithm
    14 years 2 months ago
    Determining the Optimal Number of Clusters Using a New Evolutionary Algorithm
    Download  www.isot.ece.uvic.ca
    Estimating the optimal number of clusters for a dataset is one of the most essential issues in cluster analysis. An improper pre-selection for the number of clusters might easily ...
    Wei Lu, Issa Traoré
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