Smart Cities: Big Data Prediction Methods and Applications

Author:   Hui Liu
Publisher:   Springer Verlag, Singapore
Edition:   1st ed. 2020
ISBN:  

9789811528392


Pages:   314
Publication Date:   26 March 2021
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Smart Cities: Big Data Prediction Methods and Applications


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Author:   Hui Liu
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
Edition:   1st ed. 2020
Weight:   0.638kg
ISBN:  

9789811528392


ISBN 10:   981152839
Pages:   314
Publication Date:   26 March 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Part 1 Exordium.- 1. Key Issues of Smart Cities.- Part 2 Smart Grid and Buildings.- 2. Electrical Characteristics and Correlation Analysis in Smart Grid.- 3. Prediction Model of City Electricity Consumption.- 4. Prediction Models of Energy Consumption in Smart Urban Buildings.- Part 3 Smart Traffic Systems.- 5. Characteristics and Analysis of Urban Traffic Flow in Smart Traffic Systems.- 6. Prediction Model of Traffic Flow Driven Based on Single Data in Smart Traffic Systems.- 7. Prediction Models of Traffic Flow Driven Based on Multi-dimensional Data in Smart Traffic Systems.- Part 4 Smart Environment 8 Prediction Models of Urban Air Quality in Smart Environment.- 9. Prediction Models of Urban Hydrological Status in Smart Environment.- 10. Prediction Model of Urban Environmental Noise in Smart Environment.

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Author Information

Prof. Dr. -Ing. habil. Hui Liu is a Full Professor of Artificial Intelligence & Smart Cities at the Central South University, China. He is Deputy Dean of the Faculty of Traffic and Transportation Engineering, Director of the Institute of Artificial Intelligence and Robotics and a member of various academic committees at Central South University. He previously served as the BMBF junior group leader appointed by the Ministry of Education & Research of Germany at University of Rostock, Germany.

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