LEADER 04931nam 22006735 450 001 996465686303316 005 20230330040920.0 010 $a3-642-37189-2 024 7 $a10.1007/978-3-642-37189-9 035 $a(CKB)3520000000003564 035 $a(SSID)ssj0000880000 035 $a(PQKBManifestationID)11532261 035 $a(PQKBTitleCode)TC0000880000 035 $a(PQKBWorkID)10873606 035 $a(PQKB)10754146 035 $a(DE-He213)978-3-642-37189-9 035 $a(MiAaPQ)EBC3093472 035 $a(PPN)168330571 035 $a(EXLCZ)993520000000003564 100 $a20130228d2013 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] $e11th European Conference, EvoBIO 2013, Vienna, Austria, April 3-5, 2013, Proceedings /$fedited by Leonardo Vanneschi, William S. Bush, Mario Giacobini 205 $a1st ed. 2013. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2013. 215 $a1 online resource (XII, 217 p. 64 illus.) 225 1 $aTheoretical Computer Science and General Issues,$x2512-2029 ;$v7833 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-37188-4 327 $aMultiple Threshold Spatially Uniform ReliefF for the Genetic Analysis of Complex Human Diseases -- Time-Point Specific Weighting Improves Coexpression Networks from Time-Course Experiments -- Inferring Human Phenotype Networks from Genome-Wide Genetic -- Knowledge-Constrained K-Medoids Clustering of Regulatory Rare Alleles for Burden Tests -- Feature Selection and Classification of High Dimensional Mass Spectrometry Data: A Genetic Programming Approach -- Structured Populations and the Maintenance of Sex -- Hybrid Multiobjective Artificial Bee Colony with Differential Evolution Applied to Motif Finding -- ACO-Based Bayesian Network Ensembles for the Hierarchical Classification of Ageing-Related Proteins -- Dimensionality Reduction via Isomap with Lock-Step and Elastic Measures for Time Series Gene Expression Classification -- Supervising Random Forest Using Attribute Interaction Networks -- Hybrid Genetic Algorithms for Stress Recognition in Optimal Use of Biological Expert Knowledge from Literature -- Mining in Ant Colony Optimization for Analysis of Epistasis in Human Disease -- A Multiobjective Proposal Based on the Firefly Algorithm for Inferring Phylogenies -- Mining for Variability in the Coagulation Pathway: A Systems Biology Approach -- Improving the Performance of CGPANN for Breast Cancer Diagnosis Using Crossover and Radial Basis Functions -- An Evolutionary Approach to Wetlands Design -- Impact of Different Recombination Methods in a Mutation-Specific MOEA for a Biochemical Application -- Cell?Based Metrics Improve the Detection of Gene-Gene Interactions Using Multifactor Dimensionality Reduction -- Emergence of Motifs in Model Gene Regulatory Networks. 330 $aThis book constitutes the refereed proceedings of the 11th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, EvoBIO 2013, held in Vienna, Austria, in April 2013, colocated with the Evo* 2013 events EuroGP, EvoCOP, EvoMUSART and EvoApplications. The 10 revised full papers presented together with 9 poster papers were carefully reviewed and selected from numerous submissions. The papers cover a wide range of topics in the field of biological data analysis and computational biology. They address important problems in biology, from the molecular and genomic dimension to the individual and population level, often drawing inspiration from biological systems in oder to produce solutions to biological problems. 410 0$aTheoretical Computer Science and General Issues,$x2512-2029 ;$v7833 606 $aBioinformatics 606 $aData mining 606 $aAlgorithms 606 $aComputer science 606 $aComputational and Systems Biology 606 $aData Mining and Knowledge Discovery 606 $aAlgorithms 606 $aTheory of Computation 615 0$aBioinformatics. 615 0$aData mining. 615 0$aAlgorithms. 615 0$aComputer science. 615 14$aComputational and Systems Biology. 615 24$aData Mining and Knowledge Discovery. 615 24$aAlgorithms. 615 24$aTheory of Computation. 676 $a570.285 702 $aVanneschi$b Leonardo$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBush$b William S$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGiacobini$b Mario$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a996465686303316 996 $aEvolutionary Computation, Machine Learning and Data Mining in Bioinformatics$9774188 997 $aUNISA