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...
Cote: | Libro Electrónico |
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Auteur principal: | |
Format: | Électronique eBook |
Langue: | Inglés |
Publié: |
Newcastle upon Tyne :
Cambridge Scholars Publishing,
2019.
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Sujets: | |
Accès en ligne: | Texto completo |
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 |
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Description matérielle: | 1 online resource |
Bibliographie: | Includes bibliographical references. |
ISBN: | 9781527533370 1527533379 |