Data Analytics for Intelligent Transportation Systems

Content: 
Front-matter,Copyright,Dedication,About the Editors,About the Contributors,Preface,AcknowledgmentsEntitled to full textChapter 1 - Characteristics of Intelligent Transportation Systems and Its Relationship With Data Analytics, Pages 1-29, Sakib M. Khan, Mizanur Rahman, Amy Apon, Mashrur Chowdhury
Chapter 2 - Data Analytics: Fundamentals, Pages 31-67, Venkat N. Gudivada
Chapter 3 - Data Science Tools and Techniques to Support Data Analytics in Transportation Applications, Pages 69-90, Linh B. Ngo
Chapter 4 - The Centrality of Data: Data Lifecycle and Data Pipelines, Pages 91-111, Beth Plale, Inna Kouper
Chapter 5 - Data Infrastructure for Intelligent Transportation Systems, Pages 113-129, Andre Luckow, Ken Kennedy
Chapter 6 - Security and Data Privacy of Modern Automobiles, Pages 131-163, Juan Deng, Lu Yu, Yu Fu, Oluwakemi Hambolu, Richard R. Brooks
Chapter 7 - Interactive Data Visualization, Pages 165-190, Chad A. Steed
Chapter 8 - Data Analytics in Systems Engineering for Intelligent Transportation Systems, Pages 191-213, Ethan T. McGee, John D. McGregor
Chapter 9 - Data Analytics for Safety Applications, Pages 215-239, Yuanchang Xie
Chapter 10 - Data Analytics for Intermodal Freight Transportation Applications, Pages 241-262, Nathan Huynh, Majbah Uddin, Chu Cong Minh
Chapter 11 - Social Media Data in Transportation, Pages 263-281, Sakib M. Khan, Linh B. Ngo, Eric A. Morris, Kakan Dey, Yan Zhou
Chapter 12 - Machine Learning in Transportation Data Analytics, Pages 283-307, Parth Bhavsar, Ilya Safro, Nidhal Bouaynaya, Robi Polikar, Dimah Dera
Index, Pages 309-316