LEADER 04622nam 2200649 a 450 001 9910484036003321 005 20200520144314.0 010 $a3-540-71783-8 024 7 $a10.1007/978-3-540-71783-6 035 $a(CKB)1000000000478488 035 $a(SSID)ssj0000151532 035 $a(PQKBManifestationID)11153781 035 $a(PQKBTitleCode)TC0000151532 035 $a(PQKBWorkID)10337677 035 $a(PQKB)11068187 035 $a(DE-He213)978-3-540-71783-6 035 $a(MiAaPQ)EBC3068371 035 $a(PPN)123161576 035 $a(EXLCZ)991000000000478488 100 $a20070227d2007 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aEvolutionary computation, machine learning and data mining in bioinformatics $e5th European conference, EvoBIO 2007, Valencia, Spain, April 11-13, 2007 : proceedings /$fElena Marchiori, Jason H. Moore, Jagath C. Rajapakse (eds.) 205 $a1st ed. 2007. 210 $aBerlin ;$aNew York $cSpringer$dc2007 215 $a1 online resource (XI, 302 p.) 225 1 $aLecture notes in computer science,$x0302-9743 ;$v4447 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-71782-X 320 $aIncludes bibliographical references and index. 327 $aIdentifying Regulatory Sites Using Neighborhood Species -- Genetic Programming and Other Machine Learning Approaches to Predict Median Oral Lethal Dose (LD50) and Plasma Protein Binding Levels (%PPB) of Drugs -- Hypothesis Testing with Classifier Systems for Rule-Based Risk Prediction -- Robust Peak Detection and Alignment of nanoLC-FT Mass Spectrometry Data -- One-Versus-One and One-Versus-All Multiclass SVM-RFE for Gene Selection in Cancer Classification -- Understanding Signal Sequences with Machine Learning -- Targeting Differentially Co-regulated Genes by Multiobjective and Multimodal Optimization -- Modeling Genetic Networks: Comparison of Static and Dynamic Models -- A Genetic Embedded Approach for Gene Selection and Classification of Microarray Data -- Modeling the Shoot Apical Meristem in A. thaliana: Parameter Estimation for Spatial Pattern Formation -- Evolutionary Search for Improved Path Diagrams -- Simplifying Amino Acid Alphabets Using a Genetic Algorithm and Sequence Alignment -- Towards Evolutionary Network Reconstruction Tools for Systems Biology -- A Gaussian Evolutionary Method for Predicting Protein-Protein Interaction Sites -- Bio-mimetic Evolutionary Reverse Engineering of Genetic Regulatory Networks -- Tuning ReliefF for Genome-Wide Genetic Analysis -- Dinucleotide Step Parameterization of Pre-miRNAs Using Multi-objective Evolutionary Algorithms -- Amino Acid Features for Prediction of Protein-Protein Interface Residues with Support Vector Machines -- Predicting HIV Protease-Cleavable Peptides by Discrete Support Vector Machines -- Inverse Protein Folding on 2D Off-Lattice Model: Initial Results and Perspectives -- Virtual Error: A New Measure for Evolutionary Biclustering -- Characterising DNA/RNA Signals with Crisp Hypermotifs: A Case Study on Core Promoters -- Evaluating Evolutionary Algorithms and Differential Evolution for the Online Optimization of Fermentation Processes -- The Role of a Priori Information in the Minimization of Contact Potentials by Means of Estimation of Distribution Algorithms -- Classification of Cell Fates with Support Vector Machine Learning -- Reconstructing Linear Gene Regulatory Networks -- Individual-Based Modeling of Bacterial Foraging with Quorum Sensing in a Time-Varying Environment -- Substitution Matrix Optimisation for Peptide Classification. 410 0$aLecture notes in computer science ;$v4447. 517 3 $aEvoBIO 2007 606 $aBioinformatics$vCongresses 606 $aArtificial intelligence$xBiological applications$vCongresses 606 $aComputational biology$vCongresses 606 $aEvolutionary computation$vCongresses 606 $aData mining$vCongresses 615 0$aBioinformatics 615 0$aArtificial intelligence$xBiological applications 615 0$aComputational biology 615 0$aEvolutionary computation 615 0$aData mining 676 $a572.80285/6 701 $aMarchiori$b E$01754055 701 $aMoore$b Jason H$0899213 701 $aRajapakse$b Jagath Chandana$01678834 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910484036003321 996 $aEvolutionary computation, machine learning and data mining in bioinformatics$94204258 997 $aUNINA