Applications of computational intelligence in biology : current trends and open problems
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...
保存先:
| その他の著者: | , , |
|---|---|
| フォーマット: | Livre numérique |
| 言語: | Anglais |
| 出版事項: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| 版: | 1st ed. 2008. |
| シリーズ: | Studies in Computational Intelligence
122 |
| オンライン･アクセス: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| 注記: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Applications of computational intelligence in biology, current trends and open problems, Tomasz G. Smolinski, Mariofanna G. Milanova, Aboul-Ella Hassanien (Eds.), Berlin, Springer, 2008, 1 vol. (XXVI-428 p.), Studies in computational intelligence, 978-3-540-78533-0 |
目次:
- 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