Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics 5th European Conference, EvoBIO 2007, Valencia, Spain, April 11-13, 2007, Proceedings /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Marchiori, Elena (Editor ), Moore, Jason H. (Editor ), Rajapakse, Jagath C. (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2007.
Edición:1st ed. 2007.
Colección:Theoretical Computer Science and General Issues, 4447
Temas:
Artificial intelligence.
Computer programming.
Computer science.
Algorithms.
Bioinformatics.
Pattern recognition systems.
Artificial Intelligence.
Programming Techniques.
Theory of Computation.
Computational and Systems Biology.
Automated Pattern Recognition.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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