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Conformal And Probabilistic Prediction With Applications

ISBN 10 : 9783319333953
ISBN 13 : 331933395X

This book constitutes the refereed proceedings of the 5th International Symposium on Conformal and Probabilistic Prediction with Applications, COPA 2016, held in Madrid, Spain, in ..


Conformal Prediction For Reliable Machine Learning

ISBN 10 : 9780124017153
ISBN 13 : 0124017150

The conformal predictions framework is a recent development in machine learning that can associate a reliable measure of confidence with a prediction in any real-world pattern reco..


Artificial Intelligence Applications And Innovations

ISBN 10 : 9783662447222
ISBN 13 : 3662447223

This book constitutes the refereed proceedings of four AIAI 2014 workshops, co-located with the 10th IFIP WG 12.5 International Conference on Artificial Intelligence Applications a..


Algorithmic Learning In A Random World

ISBN 10 : 0387001522
ISBN 13 : 9780387001524

A new scientific monograph developing significant new algorithmic foundations in machine learning theory. Researchers and postgraduates in CS, statistics, and A.I. will find the bo..


An Introduction To Statistical Learning

ISBN 10 : 9781461471387
ISBN 13 : 1461471389

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data set..


Inductive Databases And Constraint Based Data Mining

ISBN 10 : 1441977384
ISBN 13 : 9781441977380

This book is about inductive databases and constraint-based data mining, emerging research topics lying at the intersection of data mining and database research. The aim of the boo..


Manifold Learning Theory And Applications

ISBN 10 : 9781466558878
ISBN 13 : 1466558873

Trained to extract actionable information from large volumes of high-dimensional data, engineers and scientists often have trouble isolating meaningful low-dimensional structures h..