CALL FOR CHAPTER
Full Chapter Submission Deadline: Sep 30, 2013
Biologically-Inspired Techniques for Knowledge Discovery and Data Mining
Advances in Data Mining and Database Management (ADMDM) Book Series
A book edited by Dr. Shafiq Alam, Dr. Yun Sing Koh, and Prof. Gillian Dobbie
University of Auckland, New Zealand
Website: https://conference.fos.auckland.ac.nz/bdm/biokdd/index.html
To be published by IGI Global: http://bit.ly/13tKOjc
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Objective of the Book
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The aim of this book is to highlight the contemporary research in the area of Biologically-Inspired techniques in different data mining domains, and the implementation of these techniques in real life data mining problems. The book will publish some of the state of the art work in this area and share the good practices that have enabled this area grow and flourish. The book will also contribute to extending the knowledge by providing quality work from established researchers that can be used by new researchers in the area.
The book calls for high quality chapters outlining current research, literature surveys, theoretical and empirical studies, and other relevant work including but not limited to the following areas:
1. Particle Swarm Optimization (PSO)
- PSO based clustering
- PSO based classification
- PSO based outlier detection
- PSO based feature selection
2. Ant Colony Optimization (ACO)
- ACO based clustering
- ACO based classification
- ACO based feature selection
- ACO based association rules mining
- ACO based sequential patterns mining
3. Artificial Immune Systems (AIS)
- Intrusion detection using AIS
- Clustering using AIS
- Decision support system using AIS
4. Bee Colony Optimization (BCO)
- BCO for pattern matching
- Clustering using BCO
5. Artificial Neural Networks (ANN)
- ANN based pattern matching and discover
- Classification rules discovery using ANN
- Forecasting using ANN
6. Genetic Algorithms (GA’s)
- Clustering, classification and parameter tuning using GA’s
- GA’s based feature extraction and selection
7. Fuzzy systems (FS)
- Fuzzy clustering
- Fuzzy classification
- Fuzzy Association rules discovery
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Important Dates
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Sep 30, 2013: Full Chapter Submission
October 30, 2013: Review Results Returned
November 30, 2013: Final Chapter Submission
February 15, 2014: Final Deadline
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Inquiries and submissions can be forwarded electronically (Word document) or by mail to:
Dr. Shafiq Alam
Department of Computer Science
UNIVERSITY OF AUCKLAND
Tel.: +6493737599 ext. 82128 • Fax: +6493737453
E-mail: [log in to unmask]
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