Recent Advancements in Multi-View Data Analytics -

Recent Advancements in Multi-View Data Analytics

Buch | Hardcover
VIII, 342 Seiten
2022 | 1st ed. 2022
Springer International Publishing (Verlag)
978-3-030-95238-9 (ISBN)
181,89 inkl. MwSt

This book provides timely studies on multi-view facets of data analytics by covering recent trends in processing and reasoning about data originating from an array of local sources. A multi-view nature of data analytics is encountered when working with a variety of real-world scenarios including clustering, consensus building in decision processes, computer vision, knowledge representation, big data, data streaming, among others.

The chapters demonstrate recent pursuits in the methodology, theory, advanced algorithms, and applications of multi-view data analytics and bring new perspectives of data interpretation. The timely book will appeal to a broad readership including both researchers and practitioners interested in gaining exposure to the rapidly growing trend of multi-view data analytics and intelligent systems.

The Psychology of Conflictive Uncertainty.- How Multi-View Techniques Can Help in Processing Uncertainty.- Multi-View Clustering and Multi-View Models.- Rethinking Collaborative Clustering: A Practical and Theoretical Study within the Realm of Multi-View Clustering.- An Optimal Transport Framework for Collaborative Multi-View Clustering.- Data Anonymization through Multi-Modular Clustering.

Erscheinungsdatum
Reihe/Serie Studies in Big Data
Zusatzinfo VIII, 342 p. 74 illus., 47 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 627 g
Themenwelt Mathematik / Informatik Informatik Datenbanken
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik
Schlagworte Artificial Intelligence • Big Data • Computational Intelligence • data analytics • Multi-View Algorithms • Multi-View Clustering • Multi-View Data Analytics
ISBN-10 3-030-95238-X / 303095238X
ISBN-13 978-3-030-95238-9 / 9783030952389
Zustand Neuware
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