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Titlebook: Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics; 7th European Confere Clara Pizzuti,Marylyn D. Ritchie,Mario G

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楼主: HEM
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Microarray Biclustering: A Novel Memetic Approach Based on the PISA Platform, recently published. The benchmarks were two datasets corresponding to . and .. Our proposal achieves a better proportion of coverage of the gene expression data matrix, and it also obtains biclusters with new features that the former existing evolutionary strategies can not detect.
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Conquering the Needle-in-a-Haystack: How Correlated Input Variables Beneficially Alter the Fitness timal weights are used, local optima in the variable selection fitness landscape appear centered on each of the two functional variables. These attributes of the fitness landscape may supply building blocks for evolutionary search procedures, and may provide a rationale for conducting a local search for variable selection.
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European Union Security Dynamicsute individual class wise between-class sum of squares with Pareto frontal analysis to rank genes. We tested our approach on four multiclass cancer gene expression datasets and the results show improvement in classification performance.
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