Deep Learning and Big Data for Intelligent Transportation

Name: Deep Learning and Big Data for Intelligent Transportation
Brand: Springer Nature Switzerland AG
SKU: 9783030656638
Price: 169.26 EUR
Availability: InStock

Enabling Technologies and Future Trends

Autor: Khaled R. Ahmed, Aboul Ella Hassanien

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer Nature Switzerland AG

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169.26 €

This book contributes to the progress towards intelligent transportation. It emphasizes new data man...

Informácie o knihe

Autor

Khaled R. Ahmed, Aboul Ella Hassanien

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2022

Stránok

264

EAN

9783030656638

Enbook ID

38874440

Vydavateľ

Springer Nature Switzerland AG

Hmotnosť

427

Rozmery

155 x 235 x 16

Kompletný popis

This book contributes to the progress towards intelligent transportation. It emphasizes new data management and machine learning approaches such as big data, deep learning and reinforcement learning. Deep learning and big data are very energetic and vital research topics of today's technology. Road sensors, UAVs, GPS, CCTV and incident reports are sources of massive amount of data which are crucial to make serious traffic decisions. Herewith this substantial volume and velocity of data, it is challenging to build reliable prediction models based on machine learning methods and traditional relational database. Therefore, this book includes recent research works on big data, deep convolution networks and IoT-based smart solutions to limit the vehicle's speed in a particular region, to support autonomous safe driving and to detect animals on roads for mitigating animal-vehicle accidents. This book serves broad readers including researchers, academicians, students and working professional in vehicles manufacturing, health and transportation departments and networking companies.

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Deep Learning and Big Data for Intelligent Transportation

Enabling Technologies and Future Trends

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