Tutorials and Introductory Materials

on Computational Intelligence and Some Applications

Web usage mining in practice: most viewed files @ Softcomputing.net  

Computational Intelligence

Ajith Abraham, Nature and Scope of AI Techniques, Handbook for Measurement Systems Design, Peter Sydenham and Richard Thorn (Eds.), John Wiley and Sons Ltd., London, ISBN 0-470-02143-8, pp. 893-900, 2005. 

Artificial Neural Networks

 Ajith Abraham, Artificial Neural Networks, Handbook for Measurement Systems Design, Peter Sydenham and Richard Thorn (Eds.), John Wiley and Sons Ltd., London, ISBN 0-470-02143-8, pp. 901-908, 2005.

Fuzzy Inference Systems

 Ajith Abraham, Rule Based Expert Systems, Handbook for Measurement Systems Design, Peter Sydenham and Richard Thorn (Eds.), John Wiley and Sons Ltd., London, ISBN 0-470-02143-8, pp. 909-919, 2005. 

Neuro-Fuzzy Systems

Ajith Abraham, Adaptation of Fuzzy Inference System Using Neural Learning, Fuzzy System Engineering: Theory and Practice, Nadia Nedjah et al. (Eds.), Studies in Fuzziness and Soft Computing, Springer Verlag Germany, ISBN 3-540-25322-X, Chapter 3, pp. 53-83, 2005.

Evolutionary Computation

Ajith Abraham, Evolutionary Computation, Handbook for Measurement Systems Design, Peter Sydenham and Richard Thorn (Eds.), John Wiley and Sons Ltd., London, ISBN 0-470-02143-8, pp. 920-931, 2005.

Hybrid Evolutionary Algorithms

Crina Grosan and Ajith Abraham, Hybrid Evolutionary Algorithms: Methodologies, Architectures and Reviews, Hybrid Evolutionary Algorithms, C. Grosan et al. (Eds.), Studies in Computational Intelligence, Springer Verlag, Germany, 2007.

Engineering Evolutionary Intelligent Systems
Ajith Abraham and Crina Grosan, Engineering Evolutionary Intelligent Systems: Methodologies, Architectures and Reviews, Engineering Evolutionary Intelligent Systems, Studies in Computational Intelligence,  Springer Verlag, Germany, ISBN 978-3-540-75395-7, pp. 1-22, 2008.

Swarm Intelligence

Ajith Abraham, He Guo and Hongbo Liu, Swarm Intelligence: Foundations, Perspectives and Applications, Swarm Intelligent Systems, Nadia Nedjah and Luiza Mourelle (Eds.), Studies in Computational Intelligence, Springer Verlag Germany,  2006.

Ajith Abraham and Hongbo Liu, Turbulent Particle Swarm Optimization with Fuzzy Parameter Tuning, Foundations of Computational Intelligence Volume 3: Global Optimization, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN: 978-3-642-01084-2, pp. 291-312, 2009.

Swagatam Das, Arijit Biswas, Sambarta Dasgupta and Ajith Abraham, Bacterial Foraging Optimization Algorithm: Theoretical Foundations, Analysis, and Applications, Foundations of Computational Intelligence Volume 3: Global Optimization, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN: 978-3-642-01084-2, pp. 23-55, 2009.

Millie Pant, Radha Thangaraj and Ajith Abraham, Particle Swarm Optimization: Performance Tuning and Empirical Analysis, , Foundations of Computational Intelligence Volume 3: Global Optimization, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN: 978-3-642-01084-2, pp. 101-128, 2009.

Hongbo Liu and Ajith Abraham, Chaos and Swarm Intelligence, Intelligent Computing Based on Chaos, Ljupco Kocarev et al. (Eds.), Studies in Computational Intelligence, Springer Verlag, Germany, SCI 184, pp. 197-212, 2009.

Rough Set

Hongbo Liu, Ajith Abraham and Yanheng Li, Nature Inspired Population-based Heuristics for Rough Set Reduction, Rough Set Theory: A True Landmark in Data Analysis, Studies in Computational Intelligence, Springer Verlag, Germany, ISBN 978-3-540-89920-4, pp. 261-278, 2009.

Aboul ella Hassanien, Ajith Abraham, James Peters and Janusz Kacprzyk, Rough Sets in Medical Imaging: Foundations and Trends, Computational Intelligence in Medical Imaging: Techniques and Applications, G. Schaefer et al. (Eds.), CRC Press, USA, ISBN 978-1-4200-6059-1, Chapter 3, pp. 47-87, 2008.

Swarm Intelligence in Data Mining

Crina Grosan, Ajith Abraham and Monica Chis, Swarm Intelligence in Data Mining, Swarm Intelligence and Data Mining, A. Abraham, C. Grosan  and V. Ramos (Eds.), Studies in Computational Intelligence, Springer Verlag, Germany, ISBN 3-540-34955-3, pp. 1-20, 2006.

Stigmergic Optimization

Swarm Intelligence Algorithms in Data Clustering

Ajith Abraham, Swagatam Das and Sandip Roy, Swarm Intelligence Algorithms for Data Clustering, Soft Computing for Knowledge Discovery and Data Mining, Oded Maimon and Lior Rokach (Eds.), Springer Verlag, Germany, ISBN 978-0-387-69934-9, pp. 279-313, 2007.

Swarm Intelligence Algorithms in Bioinformatics

Swagatam Das, Ajith Abraham and Amit Konar, Swarm Intelligence Algorithms in Bioinformatics, Computational Intelligence in Bioinformatics, Arpad Kelemen et al. (Eds.), Springer Verlag, Germany, 2007.

Particle Swarm Optimization and Differential Evolution Algorithms

Swagatam Das, Ajith Abraham and Amit Konar, Particle Swarm Optimization and Differential Evolution Algorithms: Technical Analysis, Applications and Hybridization Perspectives, Advances of Computational Intelligence in Industrial Systems, Ying Liu et al. (Eds.), Studies in Computational Intelligence, Springer Verlag, Germany, 2008.

Evolving Hybrid Intelligent Systems

Ajith Abraham, Hybrid Intelligent Systems: Evolving Intelligence in Hierarchical Layers, Do Smart Adaptive Systems Exist? Best Practice for Selection and Combination of Intelligent Methods', Bogdan Gabrys, Kauko Leiviska and Jens Strackeljan (Eds.), Studies in Fuzziness and Soft Computing, Vol. 173, Springer Verlag Germany, ISBN: 3-540-24077-2, Chapter 8, pp. 159-169, 2005.

Computational Intelligence in Multimedia Processing

Aboul ella Hassanien, Ajith Abraham, Janusz Kacprzyk and James Peters, Computational Intelligence in Multimedia Processing: Foundations and Trends, Computational Intelligence in Multimedia Processing, Aboul-Ella Hassanien et al. (Eds.), Springer Verlag, Germany, 2008.