Machine learning books

In recent years, the support vector machine (SVM), a new data processing method, has been applied to many fields...  Read More >>

Evolutionäre Algorithmen bilden eine Klasse sehr universeller Werkzeuge zur Lösung von Optimierungsproblemen. Mit...  Read More >>

A detailed overview of current research in kernel methods and their application to computational biology.  Read More >>

The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, starting...  Read More >>

This title consists of 17 papers on the contributions of John Holland by a group of scholars from a wide range...  Read More >>

Zufall ist ein erfolgreiches Mittel fur Entwurf und Entwicklung vieler Systeme in Informatik und Technik. Zufallsgesteuerte...  Read More >>

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* This book deals with the fundamentals of genetic algorithms and their applications in a variety of different areas...  Read More >>

Automatic Quantum Computer Programming provides an introduction to quantum computing for non-physicists, as well...  Read More >>

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Addresses different pattern recognition (PR) tasks in a unified framework with both theoretical and experimental...  Read More >>

The field called Learning Classifier Systems is populated with romantics. John Holland was one of the earliest scientists...  Read More >>

Brings together eleven contributions by international researchers, discussing significant issues in the field of...  Read More >>

This book constitutes the refereed proceedings of the 7th European Conference on Genetic Programming, EuroGP 2004,...  Read More >>

Classifier systems are an intriguing approach to a broad range of machine learning problems, based on automated...  Read More >>

Machine Learning: Discriminative and Generative covers the main contemporary themes and tools in machine learning...  Read More >>

Genetic Programming Theory and Practice explores the emerging interaction between theory and practice in the cutting-edge,...  Read More >>

1 feel privileged that the J(jh Advances in Computer Games Conference (ACG 10) takes place in Graz, Styria, Austria....  Read More >>

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Networks of Learning Automata: Techniques for Online Stochastic Optimization is a comprehensive account of learning...  Read More >>

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Presents research efforts in the area of content-based exploration of image and video data. The two key issues emphasized...  Read More >>

The proceedings of ECML/PKDD2003 are published in two volumes: the P- ceedings of the 14th European Conference on...  Read More >>

This book constitutes the joint refereed proceedings of the 16th Annual Conference on Computational Learning Theory,...  Read More >>

Genetic programming (GP) is method for automatically creating computer programs using the Darwinian principle of...  Read More >>