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The book investigates the application of evolutionary computation techniques to enhance data mining processes. It explores how algorithms inspired by natural evolution, such as genetic algorithms and genetic programming, can be utilized to discover patterns, build predictive models, and optimize data analysis tasks. The work likely details various evolutionary approaches and their effectiveness in handling complex datasets and addressing challenges in data mining.
The book is positioned as a technical exploration of a specialized intersection between evolutionary computation and data mining. Its focus suggests it is aimed at researchers and practitioners in artificial intelligence and data science who are interested in advanced algorithmic approaches. The subject matter implies a dense, technical read that would appeal to those seeking to understand or implement these computational methods for data analysis.
Page Count:
265
Publication Date:
2005-01-01
ISBN-10:
3540223703
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