Smart Cities: Big Data Prediction Methods and Applications

Häftad, Engelska, 2021

AvHui Liu

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Smart Cities: Big Data Prediction Methods and Applications is the first reference to provide a comprehensive overview of smart cities with the latest big data predicting techniques. This timely book discusses big data forecasting for smart cities.

Produktinformation

Utgivningsdatum2021-03-26
Mått155 x 235 x undefined mm
FormatHäftad
SpråkEngelska
Antal sidor314
FörlagSpringer Verlag, Singapore
ISBN9789811528392

Tillhör följande kategorier

Tillämpad matematik inom Naturvetenskap och teknik
Artificiell intelligens inom Data och IT
Databaser inom Data och IT
Arkitektur inom Kultur

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.

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.