Book Details

Deterministic and Statistical Methods in Machine Learning

Publication year: 2005

ISBN: 978-3-540-31728-9

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This book consitutes the refereed proceedings of the First International Workshop on Machine Learning held in Sheffield, UK, in September 2004. The 19 revised full papers presented were carefully reviewed and selected for inclusion in the book. They address all current issues in the rapidly maturing field of machine learning that aims to provide practical methods for data discovery, categorisation and modelling. The particular focus of the workshop was advanced research methods in machine learning and statistical signal processing.


Subject: Computer Science, Support Vector Machine, algorithmic learning, algorithms, artificial neural networks, bayesian models, classification, cognition, communication, computer vision, data visualisation, information extraction, learning, machine learning, object recognition, visualization