Data Analytics for Smart Cities (eBook, PDF)

Redaktion: Alavi, Amir; Buttlar, William G.

• Format: PDF

Produktbeschreibung

This book is a reference for researchers and engineers in domains of advanced computation, optimization and data mining for smart cities and cyber-physical systems. It is also particularly suitable to advanced students who wish to use relevant book chapters as a basis to pursue further research in these areas.

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Seitenzahl: 254
• Erscheinungstermin: 26. Oktober 2018
• Englisch
• ISBN-13: 9780429786631
• Artikelnr.: 54538797

Inhaltsangabe

Preface

Editors

Contributors

1 Smartphone Technology Integrated with Machine Learning for Airport Pavement Condition Assessment



Amir H. Alavi and William G. Buttlar



2 Global Satellite Observations for Smart Cities



Zhong Liu, Menglin S. Jin, Jacqueline Liu, Angela Li, William Teng, Bruce Vollmer, and David Meyer



3 Advancing Smart and Resilient Cities with Big Spatial Disaster Data: Challenges, Progress, and Opportunities



Xuan Hu and Jie Gong



4 Smart City Portrayal: Dynamic Visualization Applied to the Analysis of Underground Metro



Evgheni Polisciuc and Penousal Machado



5 Smart Bike-Sharing Systems for Smart Cities



Hesham A. Rakha, Mohammed Elhenawy, Huthaifa I. Ashqar, Mohammed H. Almannaa, and Ahmed Ghanem



6 Indirect Monitoring of Critical Transport Infrastructure: Data Analytics and Signal Processing



Abdollah Malekjafarian, Eugene J. OBrien, and Fatemeh Golpayegani



7 Big Data Exploration to Examine Aggressive Driving Behavior in the Era of Smart Cities



Arash Jahangiri, Sahar Ghanipoor Machiani, and Vahid Balali



8 Exploratory Analysis of Run-Off-Road Crash Patterns



Mohammad Jalayer, Huaguo Zhou, and Subasish Das



9 Predicting Traffic Safety Risk Factors Using an Ensemble Classifier



Nasim Arbabzadeh, Mohammad Jalayer, and Mohsen Jafari



10 Architecture Design of Internet of Things-Enabled Cloud Platform for Managing the Production of Prefabricated Public Houses



Clyde Zhengdao Li, Bo Yu, Cheng Fan, and Jingke Hong



Index.