Temporal Data Mining via Unsupervised Ensemble Learning is popular PDF and ePub book, written by Yun Yang in 2016-11-15, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Temporal Data Mining via Unsupervised Ensemble Learning can be Read Online from any device for your convenience.
Temporal Data Mining via Unsupervised Ensemble Learning Book PDF Summary
Temporal 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 characteristics of both clustering algorithms and the target temporal data so the correct approach can be selected for a given clustering problem. Scientists, researchers, and data analysts working with machine learning and data mining will benefit from this innovative book, as will undergraduate and graduate students following courses in computer science, engineering, and statistics. Includes fundamental concepts and knowledge, covering all key tasks and techniques of temporal data mining, i.e., temporal data representations, similarity measure, and mining tasks Concentrates on temporal data clustering tasks from different perspectives, including major algorithms from clustering algorithms and ensemble learning approaches Presents a rich blend of theory and practice, addressing seminal research ideas and looking at the technology from a practical point-of-view
Detail Book of Temporal Data Mining via Unsupervised Ensemble Learning PDF
- Author : Yun Yang
- Release : 15 November 2016
- Publisher : Elsevier
- ISBN : 9780128118412
- Genre : Computers
- Total Page : 174 pages
- Language : English
- PDF File Size : 18,8 Mb
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