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A global approach to data value maximization : integration, machine learning and multimodal analysis /

This book presents a systematic discussion about methods and techniques used to extract the maximum informative value from complex data sets. A multitude of approaches and techniques can be applied for that purpose, including data fusion and model integration, multimodal data analysis in different p...

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Détails bibliographiques
Cote:Libro Electrónico
Auteur principal: Dell'Aversana, Paolo, 1964- (Auteur)
Format: Électronique eBook
Langue:Inglés
Publié: Newcastle upon Tyne : Cambridge Scholars Publishing, 2019.
Sujets:
Accès en ligne:Texto completo
Description
Résumé:This book presents a systematic discussion about methods and techniques used to extract the maximum informative value from complex data sets. A multitude of approaches and techniques can be applied for that purpose, including data fusion and model integration, multimodal data analysis in different physical domains, audio-video display of data through techniques of ""sonification"", multimedia machine learning, and hybrid methods of data analysis. The book begins with the domain of geosciences, before moving on to other scientific areas, like diagnostic medicine and various engineering sectors
Description matérielle:1 online resource
Bibliographie:Includes bibliographical references.
ISBN:9781527533370
1527533379