Applications of Computational Intelligence in Biology Current Trends and Open Problems

Applications of Computational Intelligence in Biology Current Trends and Open Problems / edited by Tomasz G. Smolinski, Mariofanna G. Milanova, Aboul-Ella Hassanien.

Computational Intelligence (CI) has been a tremendously active area of - search for the past decade or so. There are many successful applications of CI in many sub elds of biology, including bioinformatics, computational - nomics, protein structure prediction, or neuronal systems modeling and an- ys...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Smolinski, Tomasz G. (Editor), Milanova, Mariofanna G. (Editor), Hassanien, Aboul-Ella (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edition:1st ed. 2008.
Series:Studies in Computational Intelligence, 122
Springer eBook Collection.
Subjects:
Applied mathematics.
Engineering mathematics.
Artificial intelligence.
Bioinformatics.
Bioinformatics .
Computational biology .
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • Techniques and Methodologies
  • Statistically Based Pattern Discovery Techniques for Biological Data Analysis
  • Rough Sets In Data Analysis: Foundations and Applications
  • Evolving Solutions: The Genetic Algorithm and Evolution Strategies for Finding Optimal Parameters
  • An Introduction to Multi-Objective Evolutionary Algorithms and Some of Their Potential Uses in Biology
  • Current Trends
  • Local Classifiers as a Method of Analysing and Classifying Signals
  • Using Neural Models for Evaluation of Biological Activity of Selected Chemical Compounds
  • Using Machine Vision to Detect Distinctive Behavioral Phenotypes of Thread-shape Microscopic Organism
  • Contour Matching for Fish Species Recognition and Migration Monitoring
  • Using Random Forests to Provide Predicted Species Distribution Maps as a Metric for Ecological Inventory & Monitoring Programs
  • Visualization and Interactive Exploration of Large, Multidimensional Data Sets
  • Open Problems
  • Phylogenomics, Protein Family Evolution, and the Tree of Life: An Integrated Approach between Molecular Evolution and Computational Intelligence
  • Computational Aspects of Aggregation in Biological Systems
  • Conceptual Biology Research Supporting Platform: Current Design and Future Directions
  • Computational Intelligence in Electrophysiology: Trends and Open Problems
  • Cognitive Biology
  • Using Broad Cognitive Models to Apply Computational Intelligence to Animal Cognition
  • Epistemic Constraints on Autonomous Symbolic Representation in Natural and Artificial Agents.

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