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Machine Learning ebook free download list

• Pattern Recognition & Machine Learning
This is the first text to provide a unified and self-contained introduction to visual pattern recognition and machine learning. It is useful as a gen...
• Bayesian Learning for Neural Networks, Vol. 118
Artificial "neural networks" are now widely used as flexible models for regression classification applications, but questions remain regarding what th...
• Foundations of Inductive Logic Programming, Vol. 122
Inductive Logic Programming is a young and rapidly growing field combining machine learning and logic programming. This self-contained tutorial is the...
• Learning Classifier Systems: 5th International Workshop, IWLCS 2002, Granada, Spain, September 2002: Revised Papers
This book constitutes the refereed proceedings of the 5th International Workshop on Learning Classifier Systems, IWLCS 2003, held in Granada, Spain in...
• Machine Learning - ECML: Proceedings 10th European Conference on Machine Learning, Chemnitz, Germany, April 21-23, 1998
This book constitutes the refereed proceedings of the 10th European Conference on Machine Learning, ECML-98, held in Chemnitz, Germany, in April 1998....
• Computational Learning Theory
This book constitutes the refereed proceedings of the 4th European Conference on Computational Learning Theory, EuroCOLT'99, held in Nordkirchen, Germ...
• Algorithmic Learning in a Random World
Algorithmic Learning in a Random World describes recent theoretical and experimental developments in building computable approximations to Kolmogorov'...
• Learning and Adaption in Multi-Agent Systems
This book constitutes the thoroughly refereed post-proceedings of the First International Workshop on Learning and Adaption in Multi-Agent Systems, LA...
• Distributed Artificial Intelligence Meets Machine Learning Learning in Multi-Agent Environments
This state-of-the-art report documents current and ongoing developments in the area of learning in DAI systems. It is indispensable reading for anybod...
• Modelling Changes in Understanding
Published as part of the Advances in Learning and Instruction series, Modelling Changes in Understanding brings together Psychologists, Science Educat...
• Recent Advances in Reinforcement Learning
Recent Advances in Reinforcement Learning addresses current research in an exciting area that is gaining a great deal of popularity in the Artificia...
• Artificial Intelligence Research and Development
Artificial Intelligence (AI) forms an essential branch of computer science. The field covered by AI is multiform and gathers subjects as various as th...