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Boca Raton ; London ; New York : CRC Press, Taylor & Francis Group, [2019]

xiii, 239 stran : ilustrace, mapy, plány ; 24 cm

ISBN 978-1-138-30877-0 (vázáno)

Data analytics applications

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001473173

Table of Contents // Preface... // Editors...ix // Contributors...xi // 1 Smartphone Technology Integrated with Machine Learning for // Airport Pavement Condition Assessment...1 // Amir H. Alavi and William G. Buttlar // 2 Global Satellite Observations for Smart Cities...23 // 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...53 // Xuan Hu and Jie Gong // 4 Smart City Portrayal: Dynamic Visualization Applied to the Analysis // of Underground Metro...91 // Evgheni Polisciuc and Penousal Machado // 5 Smart Bike-Sharing Systems for Smart Cities...Ill // 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...143 // Abdollah Malekjafarian, Eugene J. OBrien, and Eatemeh Golpayegani // 7 Big Data Exploration to Examine Aggressive Driving Behavior in the // Era of Smart Cities...163 // Arash Jahangiri, Sahar Ghanipoor Machiani, and Vahid Baiali // 8 Exploratory Analysis of Run-Off-Road Crash Patterns...183 // Mohammad Jalayer, Huaguo Zhou, and Subasish Das // 9 Predicting Traffic Safety Risk Factors Using an Ensemble Classifier.201 // 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...217 // Clyde Zhengdao Li, Bo Yu, Cheng Fan, and Jingke Hong // Index...235