Applied Data Mining
1st Edition
Published on 17. June 2013
284 pages
978-1-4665-8584-3 (ISBN)
Description
Data mining has witnessed substantial advances in recent decades. New research questions and practical challenges have arisen from emerging areas and applications within the various fields closely related to human daily life, e.g. social media and social networking. This book aims to bridge the gap between traditional data mining and the latest adv
More details
Edition
1. Auflage
Language
English
Place of publication
Baton Rouge
United States
Publishing group
Taylor & Francis Inc
Target group
College/higher education
Illustrations
37 s/w Abbildungen
37 b/w images
ISBN-13
978-1-4665-8584-3 (9781466585843)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Guandong Xu | Yu Zong | Zhenglu Yang
Applied Data Mining
Book
06/2013
1st Edition
CRC Press
€171.20
Shipment within 15-20 days
Persons
Dr. Guandong Xu , Centre for Applied Informatics, School of Engineering and Science, Victoria University, Australia
Prof. Yu Zong, Department of Information and Engineering, West Anhui University, China
Dr. Zhenglu Yang, Institute of Industrial Science, Tokyo, Japan
Prof. Yu Zong, Department of Information and Engineering, West Anhui University, China
Dr. Zhenglu Yang, Institute of Industrial Science, Tokyo, Japan
Content
FUNDAMENTALS. Introduction. Mathematical Foundations. Data Preparation. Cluster Analysis. Classification. Frequent Pattern Mining. ADVANCED DATA MINING. Advanced Clustering Analysis. Privacy Preserving in Data Mining. Data Stream. EMERGING APPLICATIONS. Web Clustering and Web Community. Recommender Systems. Data Mining in Social Tagging Systems. Social Network Mining.
