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ORCIDComputational Intelligence: A Compendium 2008
- John Fulcher, Lakhmi C. Jain:
Computational Intelligence: A Compendium. Studies in Computational Intelligence 115, Springer 2008, ISBN 978-3-540-78292-6
Overview, Background
- John Fulcher:
Computational Intelligence: An Introduction. 3-78
Preprocessing, Visualization, Systems Integration
- Tommy W. S. Chow, Di Huang:
Data Reduction for Pattern Recognition and Data Analysis. 81-109 - Colin Fyfe:
Topographic Maps for Clustering and Data Visualization. 111-153 - Yoshiteru Ishida:
Complex Systems Paradigms for Integrating Intelligent Systems: A Game Theoretic Approach. 155-181
Artificial Intelligence
- Chris Creed, Russell Beale
:
Emotional Intelligence: Giving Computers Effective Emotional Skills to Aid Interaction. 185-230
Logic and Reasoning
- Kazumi Nakamatsu:
The Paraconsistent Annotated Logic Program EVALPSN and its Application. 233-306 - Rens Bod:
The Data-Oriented Parsing Approach: Theory and Application. 307-348
Ontology
- Dan Corbett:
Graph-Based Representation and Reasoning for Ontologies. 351-379 - Toby H. W. Lam, Raymond S. T. Lee, James Nga-Kwok Liu:
An Ontology-Based Intelligent Mobile System for Tourist Guidance. 381-406
Intelligent Agents
- Russell K. Standish:
Open Source Agent-Based Modeling Frameworks. 409-437 - Minjie Zhang, Jia Tang, John Fulcher:
Agent-Based Grid Computing. 439-483 - Piraveenan Mahendra, Mikhail Prokopenko, Peter Wang, Astrid Zeman:
Decentralized Multi-Agent Clustering in Scale-free Sensor Networks. 485-515 - Shu-Heng Chen:
Computational Intelligence in Agent-Based Computational Economics. 517-594
Fuzzy Systems
- Witold Pedrycz:
Semantics and Perception of Fuzzy Sets and Fuzzy Mappings. 597-639 - Hisao Ishibuchi, Yusuke Nojima, Isao Kuwajima:
Evolutionary Multiobjective Design of Fuzzy Rule-Based Classifiers. 641-685
Artificial Neural Networks
- Xiuju Fu, Xiaorong Li, Lipo Wang, David Ong, Stephen John Turner:
Data Mining in QoS-Aware Media Grids. 689-714 - Hujun Yin:
The Self-Organizing Maps: Background, Theories, Extensions and Applications. 715-762 - Steve B. Furber, Steve Temple:
Neural Systems Engineering. 763-796 - Hugo de Garis:
Artificial Brains: An Evolved Neural Net Module Approach. 797-848
Evolutionary Approaches
- Md. Monirul Islam, Xin Yao:
Evolving Artificial Neural Network Ensembles. 851-880 - Christine L. Mumford:
An Order Based Memetic Evolutionary Algorithm for Set Partitioning Problems. 881-925 - William B. Langdon, Riccardo Poli, Nicholas Freitag McPhee, John R. Koza:
Genetic Programming: An Introduction and Tutorial, with a Survey of Techniques and Applications. 927-1028 - Tim Hendtlass:
The Particle Swarm Algorithm. 1029-1062
DNA and Immunity-Based Computing
- Junzo Watada:
DNA Computing and its Application. 1065-1089 - Yoshiteru Ishida:
The Next Generation of Immunity-Based Systems: From Specific Recognition to Computational Intelligence. 1091-1119
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