integration, machine learning and multimodal analysis /
by Paolo Dell'Aversana.
Newcastle upon Tyne :
Cambridge Scholars Publishing,
2019.
1 online resource
Includes bibliographical references.
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.