05196nam 22007695 450 99646625790331620230220114810.03-540-71783-810.1007/978-3-540-71783-6(CKB)1000000000478488(SSID)ssj0000151532(PQKBManifestationID)11153781(PQKBTitleCode)TC0000151532(PQKBWorkID)10337677(PQKB)11068187(DE-He213)978-3-540-71783-6(MiAaPQ)EBC3068371(PPN)123161576(EXLCZ)99100000000047848820100301d2007 u| 0engurnn|008mamaatxtccrEvolutionary Computation, Machine Learning and Data Mining in Bioinformatics[electronic resource] 5th European Conference, EvoBIO 2007, Valencia, Spain, April 11-13, 2007, Proceedings /edited by Elena Marchiori, Jason H. Moore, Jagath C. Rajapakse1st ed. 2007.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2007.1 online resource (XI, 302 p.) Theoretical Computer Science and General Issues,2512-2029 ;4447Bibliographic Level Mode of Issuance: Monograph3-540-71782-X Includes bibliographical references and index.Identifying 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.Theoretical Computer Science and General Issues,2512-2029 ;4447Artificial intelligenceComputer programmingComputer scienceAlgorithmsBioinformaticsPattern recognition systemsArtificial IntelligenceProgramming TechniquesTheory of ComputationAlgorithmsComputational and Systems BiologyAutomated Pattern RecognitionArtificial intelligence.Computer programming.Computer science.Algorithms.Bioinformatics.Pattern recognition systems.Artificial Intelligence.Programming Techniques.Theory of Computation.Algorithms.Computational and Systems Biology.Automated Pattern Recognition.572.80285/6Marchiori Elenaedthttp://id.loc.gov/vocabulary/relators/edtMoore Jason Hedthttp://id.loc.gov/vocabulary/relators/edtRajapakse Jagath Cedthttp://id.loc.gov/vocabulary/relators/edtBOOK996466257903316Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics774188UNISA