Machine Learning Approaches for Urban Computing

Machine Learning Approaches for Urban Computing
By 作者:Mainak Bandyopadhyay, Minakhi Rout, Suresh Chandra Satapathy
pages 页数: 219 pages
Edition 版本: 1
Language 语言: English
Publisher Finelybook 出版社: Springer
Publication Date 出版日期: 2021-05-30
ISBN-10 书号:9811609349
ISBN-13 书号:9789811609343
The Book Description
This book discusses various machine learning applications and models, developed using heterogeneous data, which helps in a comprehensive prediction, optimization, association analysis, cluster analysis and classification-related applications for various activities in urban area. It details multiple types of data generating from urban activities and suitability of various machine learning algorithms for handling urban data. The book is helpful for researchers, academicians, faculties, scientists and geospatial industry professionals for their research work and sets new ideas in the field of urban computing.