Detection and Identification of Rare Audiovisual Cues (Studies in Computational Intelligence) - Couverture rigide

 
9783642240331: Detection and Identification of Rare Audiovisual Cues (Studies in Computational Intelligence)
Couverture rigide
ISBN 10 : 364224033X ISBN 13 : 9783642240331
Editeur : Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 2011

Synopsis

Machine learning builds models of the world using training data from the application domain and prior knowledge about the problem. The models are later applied to future data in order to estimate the current state of the world. An implied assumption is that the future is stochastically similar to the past. The approach fails when the system encounters situations that are not anticipated from the past experience. In contrast, successful natural organisms identify new unanticipated stimuli and situations and frequently generate appropriate responses. The observation described above lead to the initiation of the DIRAC EC project in 2006. In 2010 a workshop was held, aimed to bring together researchers and students from different disciplines in order to present and discuss new approaches for identifying and reacting to unexpected events in information-rich environments. This book includes a summary of the achievements of the DIRAC project in chapter 1, and a collection of the papers presented in this workshop in the remaining parts.

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Présentation de l'éditeur

Machine learning builds models of the world using training data from the application domain and prior knowledge about the problem. The models are later applied to future data in order to estimate the current state of the world. An implied assumption is that the future is stochastically similar to the past. The approach fails when the system encounters situations that are not anticipated from the past experience. In contrast, successful natural organisms identify new unanticipated stimuli and situations and frequently generate appropriate responses. The observation described above lead to the initiation of the DIRAC EC project in 2006. In 2010 a workshop was held, aimed to bring together researchers and students from different disciplines in order to present and discuss new approaches for identifying and reacting to unexpected events in information-rich environments. This book includes a summary of the achievements of the DIRAC project in chapter 1, and a collection of the papers presented in this workshop in the remaining parts.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Date d'édition
2011
Langue
anglais
ISBN 10 
364224033X
ISBN 13 
9783642240331
Reliure
Relié
Nombre de pages
200
Éditeur
Weinshall Daphna
Coordonnées du fabricant
ProductSafety@springernature.com
ProductSafety@springernature.com

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Darmstadt
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Allemagne

Autres éditions populaires du même titre

9783642269721: Detection and Identification of Rare Audio-visual Cues

Edition présentée

ISBN 10 :  3642269729 ISBN 13 :  9783642269721
Editeur : Springer, 2013
Couverture souple