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Applications of Computational Intelligence in Biology 2008
- Tomasz G. Smolinski, Mariofanna G. Milanova, Aboul Ella Hassanien:
Applications of Computational Intelligence in Biology: Current Trends and Open Problems. Studies in Computational Intelligence 122, Springer 2008, ISBN 978-3-540-78533-0 - Andrew Hamilton-Wright
, Daniel W. Stashuk:
Statistically Based Pattern Discovery Techniques for Biological Data Analysis. 3-31 - Lech Polkowski
, Piotr Artiemjew
:
Rough Sets In Data Analysis: Foundations and Applications. 33-54 - Thomas McTavish, Diego Restrepo:
Evolving Solutions: The Genetic Algorithm and Evolution Strategies for Finding Optimal Parameters. 55-78 - Antonio López Jaimes, Carlos A. Coello Coello
:
An Introduction to Multi-Objective Evolutionary Algorithms and Some of Their Potential Uses in Biology. 79-102
Current Trends
- Wit Jakuczun:
Local Classifiers as a Method of Analysing and Classifying Signals. 105-133 - Ryszard Tadeusiewicz
:
Using Neural Models for Evaluation of Biological Activity of Selected Chemical Compounds. 135-159 - Bai-Tao Zhou, Joong-Hwan Baek:
Using Machine Vision to Detect Distinctive Behavioral Phenotypes of Thread-shape Microscopic Organism. 161-182 - Dah-Jye Lee, James K. Archibald, Robert B. Schoenberger, Aaron W. Dennis, Dennis K. Shiozawa:
Contour Matching for Fish Species Recognition and Migration Monitoring. 183-207 - Dawn R. Magness, Falk Huettmann, John M. Morton:
Using Random Forests to Provide Predicted Species Distribution Maps as a Metric for Ecological Inventory & Monitoring Programs. 209-229 - John T. Langton, Elizabeth A. Gifford, Timothy J. Hickey:
Visualization and Interactive Exploration of Large, Multidimensional Data Sets. 231-255
Open Problems
- Laila A. Nahum, Sergio L. Pereira:
Phylogenomics, Protein Family Evolution, and the Tree of Life: An Integrated Approach between Molecular Evolution and Computational Intelligence. 259-279 - Vladik Kreinovich, Max Shpak:
Computational Aspects of Aggregation in Biological Systems. 281-305 - Ying Xie, Jayasimha Reddy Katukuri, Vijay V. Raghavan, Tony Presti:
Conceptual Biology Research Supporting Platform: Current Design and Future Directions. 307-324 - Cengiz Günay
, Tomasz G. Smolinski, William W. Lytton
, Thomas M. Morse, Padraig Gleeson
, Sharon M. Crook, Volker Steuber
, Angus Silver, Horatiu Voicu, Peter Andrews, Hemant Bokil, Hiren Maniar, Catherine Loader, Samar Mehta
, David Kleinfeld, David J. Thomson, Partha P. Mitra
, Gloster Aaron, Jean-Marc Fellous:
Computational Intelligence in Electrophysiology: Trends and Open Problems. 325-359
Cognitive Biology
- Stan Franklin, Michael H. Ferkin:
Using Broad Cognitive Models to Apply Computational Intelligence to Animal Cognition. 363-394 - David Windridge
, Josef Kittler:
Epistemic Constraints on Autonomous Symbolic Representation in Natural and Artificial Agents. 395-422
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