LEADER 05426nam 22007815 450 001 996466012203316 005 20230403200607.0 010 $a3-642-01184-5 024 7 $a10.1007/978-3-642-01184-9 035 $a(CKB)1000000000718119 035 $a(SSID)ssj0000317581 035 $a(PQKBManifestationID)11248515 035 $a(PQKBTitleCode)TC0000317581 035 $a(PQKBWorkID)10293585 035 $a(PQKB)10705705 035 $a(DE-He213)978-3-642-01184-9 035 $a(MiAaPQ)EBC3064112 035 $a(PPN)134131355 035 $a(EXLCZ)991000000000718119 100 $a20100301d2009 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aEvolutionary Computation, Machine Learning and Data Mining in Bioinformatics$b[electronic resource] $e7th European Conference, EvoBIO 2009 Tübingen, Germany, April 15-17, 2009 Proceedings /$fedited by Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini 205 $a1st ed. 2009. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2009. 215 $a1 online resource (XII, 203 p.) 225 1 $aTheoretical Computer Science and General Issues,$x2512-2029 ;$v5483 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-01183-7 320 $aIncludes bibliographical references and index. 327 $aAssociation Study between Gene Expression and Multiple Relevant Phenotypes with Cluster Analysis -- Gaussian Graphical Models to Infer Putative Genes Involved in Nitrogen Catabolite Repression in S. cerevisiae -- Chronic Rat Toxicity Prediction of Chemical Compounds Using Kernel Machines -- Simulating Evolution of Drosophila Melanogaster Ebony Mutants Using a Genetic Algorithm -- Microarray Biclustering: A Novel Memetic Approach Based on the PISA Platform -- F-score with Pareto Front Analysis for Multiclass Gene Selection -- A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms -- Conquering the Needle-in-a-Haystack: How Correlated Input Variables Beneficially Alter the Fitness Landscape for Neural Networks -- Optimal Use of Expert Knowledge in Ant Colony Optimization for the Analysis of Epistasis in Human Disease -- On the Efficiency of Local Search Methods for the Molecular Docking Problem -- A Comparison of Genetic Algorithms and Particle Swarm Optimization for Parameter Estimation in Stochastic Biochemical Systems -- Guidelines to Select Machine Learning Scheme for Classification of Biomedical Datasets -- Evolutionary Approaches for Strain Optimization Using Dynamic Models under a Metabolic Engineering Perspective -- Clustering Metagenome Short Reads Using Weighted Proteins -- A Memetic Algorithm for Phylogenetic Reconstruction with Maximum Parsimony -- Validation of a Morphogenesis Model of Drosophila Early Development by a Multi-objective Evolutionary Optimization Algorithm -- Refining Genetic Algorithm Based Fuzzy Clustering through Supervised Learning for Unsupervised Cancer Classification. 330 $aThis book constitutes the refereed proceedings of the 7th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, EvoBIO 2009, held in Tübingen, Germany, in April 2009 colocated with the Evo* 2009 events. The 17 revised full papers were carefully reviewed and selected from 44 submissions. EvoBio is the premiere European event for experts in computer science meeting with experts in bioinformatics and the biological sciences, all interested in the interface between evolutionary computation, machine learning, data mining, bioinformatics, and computational biology. Topics addressed by the papers include biomarker discovery, cell simulation and modeling, ecological modeling, uxomics, gene networks, biotechnology, metabolomics, microarray analysis, phylogenetics, protein interactions, proteomics, sequence analysis and alignment, as well as systems biology. 410 0$aTheoretical Computer Science and General Issues,$x2512-2029 ;$v5483 606 $aComputer programming 606 $aComputer science 606 $aAlgorithms 606 $aBioinformatics 606 $aPattern recognition systems 606 $aArtificial intelligence 606 $aProgramming Techniques 606 $aTheory of Computation 606 $aAlgorithms 606 $aComputational and Systems Biology 606 $aAutomated Pattern Recognition 606 $aArtificial Intelligence 615 0$aComputer programming. 615 0$aComputer science. 615 0$aAlgorithms. 615 0$aBioinformatics. 615 0$aPattern recognition systems. 615 0$aArtificial intelligence. 615 14$aProgramming Techniques. 615 24$aTheory of Computation. 615 24$aAlgorithms. 615 24$aComputational and Systems Biology. 615 24$aAutomated Pattern Recognition. 615 24$aArtificial Intelligence. 676 $a005.11 702 $aPizzuti$b Clara$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aRitchie$b Marylyn D$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGiacobini$b Mario$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a996466012203316 996 $aEvolutionary Computation, Machine Learning and Data Mining in Bioinformatics$9774188 997 $aUNISA