Machine learning books

It is weIl known that the leadership in the intelligence technology is a marter of vital importance for the future...  Read More >>

The book presents a thorough development of the modern theory of stochastic approximation or recursive stochastic...  Read More >>

TheInternationalConferenceonMachineLearningandDataMining(MLDM)is the third meeting in a series of biennial events,...  Read More >>

Provides the comprehensive introduction to Grammatical Evolution, a novel approach to Genetic Programming that adopts...  Read More >>

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This monograph studies a number of critical elements of a theory of representations for GEAs and applies them to...  Read More >>

au/summer2002 It is our hope that graduate students, lecturers, and researchers alike will ?nd this book useful...  Read More >>

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The authors argue that a new theoretical foundation for artificial intelligence can be constructed in which rationality...  Read More >>

Hassoun provides the first systematic account of artificial neural network paradigms by identifying clearly the...  Read More >>

There is increasing interest in genetic programming by both researchers and professional software developers. These...  Read More >>

This exciting study explores the novel insight, based on well-established ethological principles, that animals,...  Read More >>

Explaining the formal basis for geographical analysis techniques that have been used in engineering disciplines,...  Read More >>

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"Analogy-Making as Perception is based on the premise that analogy-making is fundamentally a high-level perceptual...  Read More >>

This text details advances in learning theory that relate to problems studied in neural networks, machine learning,...  Read More >>

Genetic Algorithms: Principles and Perspectives: A Guide to GA Theory is a survey of some important theoretical...  Read More >>

This volume presents the state of art of research on theory and applications in the field of Evolutionary Computation....  Read More >>

An examination of least squares support vector machines (LS-SVMs) which are reformulations to standard SVMs. The...  Read More >>

The author provides a comprehensive text with a broad focus covering all aspects of learning theory and it's applications....  Read More >>

This book constitutes the refereed proceedings of the Third International Workshop on Ant Algorithms, ANTS 2002,...  Read More >>

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For some time, all branches of the military have used a wide range of sensors to provide data for many purposes,...  Read More >>

For some time, all branches of the military have used a wide range of sensors to provide data for many purposes,...  Read More >>

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