Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics : 5th European Conference, EvoBIO 2007, Valencia, Spain, April 11-13, 2007, Proceedings / edited by Elena Marchiori, Jason H. Moore, Jagath C. Rajapakse.

Format:

Book

Contributor:

Marchiori, E., editor.

Moore, Jason H., editor.

Rajapakse, Jagath C., editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Theoretical computer science and general issues ; SL 1, 4447.

Theoretical Computer Science and General Issues ; 4447

Language:

English

Subjects (All):

Artificial intelligence.

Computer programming.

Computers.

Algorithms.

Bioinformatics.

Pattern perception.

Artificial Intelligence.

Programming Techniques.

Computation by Abstract Devices.

Algorithm Analysis and Problem Complexity.

Computational Biology/Bioinformatics.

Pattern Recognition.

Local Subjects:

Artificial Intelligence.

Programming Techniques.

Computation by Abstract Devices.

Algorithm Analysis and Problem Complexity.

Computational Biology/Bioinformatics.

Pattern Recognition.

Physical Description:

1 online resource (XI, 302 pages).

Edition:

First edition 2007.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2007.

System Details:

text file PDF

Contents:

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.

Other Format:

Printed edition:

ISBN:

978-3-540-71783-6

9783540717836

Access Restriction:

Restricted for use by site license.