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

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Marchiori, Elena (Επιμελητής έκδοσης), Moore, Jason H. (Επιμελητής έκδοσης), Rajapakse, Jagath C. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007.
• Σειρά: Lecture Notes in Computer Science, 4447
• Θέματα: Computer science.; Computer programming.; Computers.; Algorithms.; Artificial intelligence.; Pattern recognition.; Bioinformatics.; Computer Science.; Artificial Intelligence (incl. Robotics).; Programming Techniques.; Computation by Abstract Devices.; Algorithm Analysis and Problem Complexity.; Computational Biology/Bioinformatics.; Pattern Recognition.

Πίνακας περιεχομένων:

• 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.