Electronic Books

Total Books: 21 - 35 /35

“Change is inevitable.” Embracing this quote we have tried to carefully exp- iment with the format of this conference, ...

It covers unsupervised, semisupervised and active learning, statistical learning theory, inductive inference, regularized ...

This volume contains papers presented at the Eighteenth Annual Conference on Learning Theory (previously known as the Conference ...

This book constitutes the refereed proceedings of the 19th Annual Conference on Learning Theory, COLT 2006, held in Pittsburgh, ...

Approaches ML as the computational implementation of the scientific principle. This principle consists of continuously adapting ...

This book constitutes the refereed post-proceedings of the First PASCAL Machine Learning Challenges Workshop, MLCW 2005. ...

Parsing can be defined as the decomposition of complex structures into their constituent parts, and parsing technology as ...

Discusses recent advances in object detection and recognition using deep learning methods, which have achieved great success ...

Constitutes the refereed proceedings of the Third International Conference on Advances in Pattern Recognition, ICAPR 2005, ...

The aim of this book is provide an easily accessible, practical yet scholarly source of information about the international ...

This volume contains areas, mainly applications, which have not appeared in any collection of this type. The book representing ...

This book provides an overview of the recent advances in representation learning theory, algorithms and applications for ...

This book explains the principles that make support vector machines (SVMs) a successful modelling and prediction tool for ...

The support vector machine (SVM) has become one of the standard tools for machine learning and data mining. This carefully ...

This book constitutes the refereed proceedings of the 16th Annual Conference on Theory and Applications of Models of Computation, ...

Total Books: 21 - 35 /35