Temporal Data Mining (Chapman & Hall/Crc Data Mining and Knowledge Discovery)

Mitsa, Theophano

ISBN 10: 0367384450 / ISBN 13: 9780367384456

Verlag: Chapman and Hall/CRC, 2019

Beschreibung

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Bibliografische Details

• Titel: Temporal Data Mining (Chapman & Hall/Crc Data Mining and Knowledge Discovery)
• Verlag: Chapman and Hall/CRC
• Erscheinungsjahr: 2019
• Sprache: Englisch
• ISBN-10: 0367384450
• ISBN-13: 9780367384456
• Einband: Softcover
• Zustand: New

Über diesen Titel

Inhaltsangabe

From basic data mining concepts to state-of-the-art advances, this book covers the theory of the subject as well as its application in a variety of fields. It discusses the incorporation of temporality in databases as well as temporal data representation, similarity computation, data classification, clustering, pattern discovery, and prediction. The book also explores the use of temporal data mining in medicine and biomedical informatics, business and industrial applications, web usage mining, and spatiotemporal data mining. Along with various state-of-the-art algorithms, each chapter includes detailed references and short descriptions of relevant algorithms and techniques described in other references.

Über die Autorin bzw. den Autor

Theophano Mitsa, Ph.D., is a software consultant and electrical engineer with expertise in image analysis, computer vision, machine learning, pattern recognition, medical informatics, and decision support systems.