Machine Learning Challenges : Evaluating Predictive Uncertainty, Visual Object Classification, and Recognizing Textual Entailment, First Pascal Machine Learning Challenges Workshop, Mlcw 2005, Southampton, Uk, April 11-13, 2005, Revised Selected Papers

Quinonero-candela, Joaquin (EDT); Dagan, Ido (EDT); Magnini, Bernardo (EDT); D'alché-buc, Florence (EDT)

ISBN 10: 3540334270 / ISBN 13: 9783540334279

Published by Springer, 2006

About this Item

Unread book in perfect condition.

Seller Inventory # 4362640

Bibliographic Details

• Title: Machine Learning Challenges : Evaluating Predictive Uncertainty, Visual Object Classification, and Recognizing Textual Entailment, First Pascal Machine Learning Challenges Workshop, Mlcw 2005, Southampton, Uk, April 11-13, 2005, Revised Selected Papers
• Publisher: Springer
• Publication Date: 2006
• Language: English
• ISBN 10: 3540334270
• ISBN 13: 9783540334279
• Binding: Soft cover
• Condition: As New

About this title

Synopsis

This book constitutes the refereed post-proceedings of the First PASCAL Machine Learning Challenges Workshop, MLCW 2005. 25 papers address three challenges: finding an assessment base on the uncertainty of predictions using classical statistics, Bayesian inference, and statistical learning theory; second, recognizing objects from a number of visual object classes in realistic scenes; third, recognizing textual entailment addresses semantic analysis of language to form a generic framework for applied semantic inference in text understanding.