Temporal Data Mining via Unsupervised Ensemble Learning, Yang 9780128116548,#

Temporal Data Mining via Unsupervised Ensemble LearningAuthor(s): Yun Yang\nFormat: Paperback\nPublisher: Elsevier Science Publishing Co Inc, United States\nImprint: Elsevier Science Publishing Co Inc\nISBN-13: 9780128116548, 978-0128116548\nSynopsis\nTemporal Data Mining via Unsupervised Ensemble Learning provides the principle knowledge of temporal data mining in association with unsupervised ensemble learning and the fundamental problems of temporal data clustering from different perspectives. By providing three proposed ensemble approaches of temporal data clustering, this book presents a practical focus of fundamental knowledge and techniques, along with a rich blend of theory and practice. Furthermore, the book includes illustrations of the proposed approaches based on data and simulation experiments to demonstrate all methodologies, and is a guide to the proper usage of these methods. As there is nothing universal that can solve all problems, it is important to understand the.