Computational Intelligence: A Compendium 2008

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 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