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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..


Conformal Prediction For Reliable Machine Learning

ISBN 10 : 0123985374
ISBN 13 : 9780123985378

"Traditional, low-dimensional, small scale data have been successfully dealt with using conventional software engineering and classical statistical methods, such as discriminant an..


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..


Statistical Learning And Data Sciences

ISBN 10 : 9783319170916
ISBN 13 : 3319170910

This book constitutes the refereed proceedings of the Third International Symposium on Statistical Learning and Data Sciences, SLDS 2015, held in Egham, Surrey, UK, April 2015. The..


Machine Learning

ISBN 10 : 9781498705394
ISBN 13 : 1498705391

Machine learning, one of the top emerging sciences, has an extremely broad range of applications. However, many books on the subject provide only a theoretical approach, making it ..



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..