Bioinformatics Using Computational Intelligence Paradigms
by
 
Seiffert, Udo. editor.

Title
Bioinformatics Using Computational Intelligence Paradigms

Author
Seiffert, Udo. editor.

ISBN
9783540323617

Physical Description
VII, 211 p. online resource.

Series
Studies in Fuzziness and Soft Computing, 176

Contents
Medical Bioinformatics: Detecting Molecular Diseases with Case-Based Reasoning -- Prototype Based Recognition of Splice Sites -- Contact Based Image Compression in Biomedical High-Throughput Screening Using Artificial Neural Networks -- Discriminative Clustering of Yeast Stress Response -- A Dynamic Model of Gene Regulatory Networks Based on Inertia Principle -- Class Prediction with Microarray Datasets -- Random Voronoi Ensembles for Gene Selection in DNA Microarray Data -- Cancer Classification with Microarray Data Using Support Vector Machines -- Artificial Neural Networks for Reducing the Dimensionality of Gene Expression Data.

Abstract
Bioinformatics as well as Computational Intelligence are undoubtedly remarkably fast growing fields of research and real-world applications with enormous potential for current and future developments. "Bioinformatics using Computational Intelligence Paradigms" contains recent theoretical approaches and guiding applications of biologically inspired information processing systems(Computational Intelligence) against the background of bioinformatics. This carefully edited monograph combines the latest results of Bioinformatics and Computational Intelligence and offers a promising cross-fertilisation and interdisciplinary work between these growing fields.

Subject Term
Engineering.
 
Biotechnology.
 
Artificial intelligence.
 
Bioinformatics.
 
Biology -- Mathematics.
 
Engineering mathematics.
 
Numerical and Computational Methods in Engineering.
 
Appl.Mathematics/Computational Methods of Engineering.
 
Artificial Intelligence (incl. Robotics).
 
Mathematical Biology in General.

Added Author
Seiffert, Udo.
 
Jain, Lakhmi C.
 
Schweizer, Patric.

Added Corporate Author
SpringerLink (Online service)

Electronic Access
http://dx.doi.org/10.1007/b13301


LibraryMaterial TypeItem BarcodeShelf NumberStatus
IYTE LibraryE-Book510588-1001Q342Online Springer