Author:
Edition: 2014
Publisher: Springer
Binding: Hardcover
ISBN: 1461476682
Category: Programming
List Price: $ 109.00
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Data Mining for Geoinformatics: Methods and Applications
The rate at which geospatial data is being generated exceeds our computational capabilities to extract patterns for the understanding of a dynamically changing world. Programming books Data Mining for Geoinformatics pdf. Geoinformatics and data mining focuses on the development and implementation of computational algorithms to solve these problems. This unique volume contains a collection of chapters on state-of-the-art data mining techniques applied to geoinformatic problems of high complexity and important societal value. Data Mining for Geoinformatics addresses current concerns and developments relating to spatio-temporal data mining issues in remotely-sensed data, problems in meteorological data such as tornado formation, estimation of radiation from the Fukushima nuclear power plant, simulations of traffic data using OpenStreetMap, real time traffic applications of data stream mining, visual analytics of traffic and weather data and the exploratory visualization of collective, mobile objects such as the flocking behavior of wild chickens. This book is designed for researchers and advanced-level students focused on computer science, earth science and geography as a reference or secondary text book. Download books pdf via mediafire, 4shared, rapidshare.
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About the Author Dacheng Tao received the BEng degree from the University of Science and Technology of China (USTC), the MPhil degree from the Chinese University of Hong Kong (CUHK), and the PhD degree from the University of London (Lon). Currently, he is an assistant professor with the Department of Computing in the Hong Kong Polytechnic University, is a visiting professor in the Xi'Dian University, and holds a visiting position at Birkbeck in Lon. His research interests include artificial intelligence, computer vision, data mining, geoinformatics, machine learning, multimedia, remote sensing
About the Author Dacheng Tao received the BEng degree from the University of Science and Technology of China (USTC), the MPhil degree from the Chinese University of Hong Kong (CUHK), and the PhD degree from the University of London (Lon). Currently, he is an assistant professor with the Department of Computing in the Hong Kong Polytechnic University, is a visiting professor in the Xi'Dian University, and holds a visiting position at Birkbeck in Lon. His research interests include artificial intelligence, computer vision, data mining, geoinformatics, machine learning, multimedia, remote sensing
Download Data Mining for Geoinformatics
Geoinformatics and data mining focuses on the development and implementation of computational algorithms to solve these problems. This unique volume contains a collection of chapters on state-of-the-art data mining techniques applied to geoinformatic problems of high complexity and important societal value. Data Mining for Geoinformatics addresses current concerns and developments relating to spatio-temporal data mining issues in remotely-sensed data, problems in meteorological data such as tornado formation, estimation of radiation from the Fukushima nuclear power plant, simulations of traffic data using OpenStreetMap, real time traffic applications of data stream mining, visual analytics of traffic and weather data and the exploratory visualization of collective, mobile objects such as the flocking behavior of wild chickens. This book is designed for researchers and advanced-level students focused on computer science, earth science and geography as a reference or secondary text book. Practitioners working in the areas of data mining and geoscience will also find this book to be a valuable reference. Download free Data Mining for Geoinformatics: Methods and Applications pdf
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