Complex Pattern Mining: New Challenges, Methods and Applications: 880 (Studies in Computational Intelligence, 880) - Hardcover

Hardcover

ISBN 10: 3030366162 ISBN 13: 9783030366162

Publisher: Springer, 2020

Synopsis

This book discusses the challenges facing current research in knowledge discovery and data mining posed by the huge volumes of complex data now gathered in various real-world applications (e.g., business process monitoring, cybersecurity, medicine, language processing, and remote sensing). The book consists of 14 chapters covering the latest research by the authors and the research centers they represent. It illustrates techniques and algorithms that have recently been developed to preserve the richness of the data and allow us to efficiently and effectively identify the complex information it contains. Presenting the latest developments in complex pattern mining, this book is a valuable reference resource for data science researchers and professionals in academia and industry.

About this title

From the Back Cover

This book discusses the challenges facing current research in knowledge discovery and data mining posed by the huge volumes of complex data now gathered in various real-world applications (e.g., business process monitoring, cybersecurity, medicine, language processing, and remote sensing). The book consists of 14 chapters covering the latest research by the authors and the research centers they represent. It illustrates techniques and algorithms that have recently been developed to preserve the richness of the data and allow us to efficiently and effectively identify the complex information it contains. Presenting the latest developments in complex pattern mining, this book is a valuable reference resource for data science researchers and professionals in academia and industry.

Edition details

• Publisher: Springer
• Publication date: 2020
• Language: English
• ISBN 10: 3030366162
• ISBN 13: 9783030366162
• Binding: Hardcover
• Edition number: 1
• Number of pages: 260
• Editor: Appice Annalisa, Ceci Michelangelo, Loglisci Corrado, Manco Giuseppe, Masciari Elio, Ras Zbigniew W.