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Book synopsis

This book presents research on some of the most recent advances in data mining and knowledge discovery, providing theory as well as its applications on practical real world applications. The methodologies discussed encompass tools like Bayesian networks, and major facets of computational intelligence paradigms. §Contributions from top class researchers include: §§Recent trends in data mining and knowledge discovery §Advanced data mining techniques in semi-conductor manufacturing §Clustering and visualization in retail markets baskets §Segmentation of continuous data §Instance selection using evolutionary algorithms §Cooperative co-evolution for data mining of Bayesian networks §Knowledge discovery and data mining in medicine §Satellite image classification §Knowledge discovery using rough sets §This book presents both practical detail and some of the most up-to-date theory in the field, useful for postgraduates and those who wish to develop applications using advanced data mining and knowledge discovery techniques.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Advanced Techniques in Knowledge Discovery and Data Mining
• Author: Nikhil R. Pal, Lakhmi C. Jain
• Language: English
• Binding: Hardback
• Number of pages: 256
• EAN: 9781852338671
• ISBN: 1852338679
• ID: 01435370
• Publisher: Springer London Ltd
• Weight: 1220 g
• Dimensions: 235 × 155 × 19 mm
• Date of publishing: 14. June 2005

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