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Books > Computing & IT > Applications of computing > Artificial intelligence
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Deep Learning and Big Data for Intelligent Transportation - Enabling Technologies and Future Trends (Paperback, 1st ed. 2021)
Loot Price: R4,311
Discovery Miles 43 110
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Deep Learning and Big Data for Intelligent Transportation - Enabling Technologies and Future Trends (Paperback, 1st ed. 2021)
Series: Studies in Computational Intelligence, 945
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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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