Verkauf durch Sack Fachmedien

Kelemen / Chen / Abraham

Computational Intelligence in Bioinformatics

Medium: Buch
ISBN: 978-3-642-09550-4
Verlag: Springer
Erscheinungstermin: 17.11.2010
Lieferfrist: bis zu 10 Tage

Bioinformatics involve the creation and advancement of algorithms using techniques including computational intelligence, applied mathematics and statistics, informatics, and biochemistry to solve biological problems usually on the molecular level. Major research efforts in the field include sequence analysis, gene finding, genome annotation, protein structure alignment analysis and prediction, prediction of gene expression, protein-protein docking/interactions, and the modeling of evolution.

This book deals with the application of computational intelligence in bioinformatics. Addressing the various issues of bioinformatics using different computational intelligence approaches is the novelty of this edited volume.


Produkteigenschaften


  • Artikelnummer: 9783642095504
  • Medium: Buch
  • ISBN: 978-3-642-09550-4
  • Verlag: Springer
  • Erscheinungstermin: 17.11.2010
  • Sprache(n): Englisch
  • Auflage: 1. Auflage. Softcover version of original hardcover Auflage 2008
  • Serie: Studies in Computational Intelligence
  • Produktform: Kartoniert, Previously published in hardcover
  • Gewicht: 522 g
  • Seiten: 326
  • Format (B x H x T): 155 x 235 x 19 mm
  • Ausgabetyp: Kein, Unbekannt

Themen


Autoren/Hrsg.

Herausgeber

Computational Intelligence Algorithms and DNA Microarrays.- Inferring Gene Regulatory Networks from Expression Data.- Belief Networks for Bioinformatics.- Swarm Intelligence Algorithms in Bioinformatics.- Time Course Gene Expression Classification with Time Lagged Recurrent Neural Network.- Tree-Based Algorithms for Protein Classification.- Covariance-Model-Based RNA Gene Finding: Using Dynamic Programming versus Evolutionary Computing.- Fuzzy Classification for Gene Expression Data Analysis.- Towards the Enhancement of Gene Selection Performance.- Saccharomyces pombe and Saccharomyces cerevisiae Gene Regulatory Network Inference Using the Fuzzy Logic Network.- Multivariate Regression Applied to Gene Expression Dynamics.- The Amine System Project: Systems Biology in Practice.- DNA Encoding Methods in the Field of DNA Computing.