Data Fusion Methodology and Applications: Volume 31 (Data Handling in Science and Technology, Volume 31) - Softcover

 
9780444639844: Data Fusion Methodology and Applications: Volume 31 (Data Handling in Science and Technology, Volume 31)
Softcover
ISBN 10: 0444639845 ISBN 13: 9780444639844
Publisher: Elsevier, 2019

Synopsis

Data Fusion Methodology and Applications explores the data-driven discovery paradigm in science and the need to handle large amounts of diverse data. Drivers of this change include the increased availability and accessibility of hyphenated analytical platforms, imaging techniques, the explosion of omics data, and the development of information technology. As data-driven research deals with an inductive attitude that aims to extract information and build models capable of inferring the underlying phenomena from the data itself, this book explores the challenges and methodologies used to integrate data from multiple sources, analytical platforms, different modalities, and varying timescales.

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About the Author

Marina Cocchi currently serves as the Associate Professor in the University of Modena and Reggio Emilia’s Department of Chemical and Geological Sciences. She has dedicated nearly two decades of chemometric and data analysis research to the university, exploring topics ranging from data fusion procedures to development and application of multivariates. Cocchi has also contributed to over one hundred scientific publications throughout her career.

"About this title" may belong to another edition of this title.

Publisher
Elsevier
Publication date
2019
Language
English
ISBN 10 
0444639845
ISBN 13 
9780444639844
Binding
Paperback
Number of pages
396
Editor
Cocchi Marina