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Dynamic Graph Learning for Dimension Reduction and Data Clustering

Dynamic Graph Learning for Dimension Reduction and Data Clustering

von Jingjing Li, Lei Zhu und Zheng Zhang
Hardcover - 9783031423123
42,79 €
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Softcover - 9783031423154
42,79 €

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Weitere Formate

Softcover - 9783031423154
42,79 €

Beschreibung

This book illustrates how to achieve effective dimension reduction and data clustering. The authors explain how to accomplish this by utilizing the advanced dynamic graph learning technique in the era of big data. The book begins by providing background on dynamic graph learning. The authors discuss why it has attracted considerable research attention in recent years and has become well recognized as an advanced technique. After covering the key topics related to dynamic graph learning, the book discusses the recent advancements in the area. The authors then explain how these techniques can be practically applied for several purposes, including feature selection, feature projection, and data clustering.

Details

Verlag Springer International Publishing
Ersterscheinung 22. September 2023
Maße 24 cm x 16.8 cm
Gewicht 469 Gramm
Format Hardcover
ISBN-13 9783031423123
Seiten 143

Schlagwörter

Angewandte Informatik, Artificial Intelligence, Computer and Information Systems Applications, Computer Science, Data Science, Datenbanken, Informatik, Künstliche Intelligenz, Machine Learning, Maschinelles Lernen, Mathematical Applications in Computer Science, Theoretische Informatik

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