Deep Learning and Big Data for Intelligent Transportation is popular PDF and ePub book, written by Khaled R. Ahmed in 2021-04-10, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Deep Learning and Big Data for Intelligent Transportation can be Read Online from any device for your convenience.
Deep Learning and Big Data for Intelligent Transportation Book PDF Summary
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.
Detail Book of Deep Learning and Big Data for Intelligent Transportation PDF
- Author : Khaled R. Ahmed
- Release : 10 April 2021
- Publisher : Springer Nature
- ISBN : 9783030656614
- Genre : Computers
- Total Page : 264 pages
- Language : English
- PDF File Size : 20,5 Mb
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