Artificial intelligence for future intelligent transportation : smarter and greener infrastructure design / edited by Rajesh Kumar Dhanaraj, PhD, Nilayam Kumar Kamila, PhD, Subhendu Kumar Pani, PhD, Balamurugan Balusamy, PhD, Vani Rajasekar, PhD.
Material type:
TextPublisher: Palm Bay, FL, USA ; Burlington, ON, Canada : Apple Academic Press ; Boca Raton, FL, USA ; Abingdon, Oxon, UK : CRC Press, 2024Edition: First editionDescription: 1 online resourceContent type: - text
- computer
- online resource
- 9781003408468
- 100340846X
- 9781000906837
- 1000906833
- 9781000906851
- 100090685X
- TE228.3
Introduction to Artificial Intelligence in Smart Transportation / Gaurav Dhuuriya, Shubhang Sinha, Dev Aroa, Tanul Prabhat Rai, Prashant Johri, and Devansh Arora -- AI Approaches in Intelligent Transportation Systems / K. Nithya, S. Mythili, M. Kalamani, and M. Krishnamoorthi -- Smart Air Pollution Monitoring and Prediction System Using Deep Learning Enabled IoT Technology / K. M. Karthick Raghunath, K. S. Arvind, K. S. Suganya, and R. Vinothsaravanan -- Various AI Models to Mitigate Transport Pollution / T. Janani, P. Sobiyaa, K. Sathis Kumar, S. Naveena, and P. Ponnila -- Neural Network Approaches for Transportation / N. R. Gayathiri, S. Nithyapriya, T. Malathi, A. Kodieswari, and K. R. Sabarmathi -- Statistical AI Model in an Intelligent Transportation System / A. Kodieswari, K. R. Sabarmathi, K. Remya, N. R. Gayathiri, S. Nithyapriya, and T. Malathi -- Reinforcement Learning in Smart Transportation / S. Malathy, C. N. Vanitha, and Rajesh Kumar Dhanaraj -- Role of AI and IoT in Intelligent Transportation / Pawan Whig, Arun Velu, Rahul Reddy Nadikattu, and Yusuf Jibrin Alkali -- Potential Applications of AI in Transportation / C. N. Vanitha, S. Malathy, C. Sharmila and T. C. Kalaiselvi -- AI Techniques for Future Smart Transportation / S. Anbukkarasi and C. R. Dhivyaa -- AI-Based Green Transportation: A Sustainable Approach / Kabeer Tijjani Saleh, Auwal Alhassan Musa, Salim Idris Malami, Yasemin Sarikaya Levent, and Shashivendra Dulawat.
"Emphasizing a sustainable and green approach, this new book presents an overview of state-of-the-art AI strategies for solving transportation challenges around the world, with a focus on traffic management, traffic safety, public transportation, urban mobility, and pollution mitigation. The book examines modern AI technologies such as IoT, cloud computing, machine learning, and neural networking in the context of fully automated transportation that meets current requirements. The volume provides an informative review of the difficulties and recent developments in smart mobility and transportation, encompassing technical, algorithmic, and social elements. The volume examines innovative service and platform concepts for future mobility. Artificial intelligence principles are examined as well as their implementation in modern hardware architecture. New machine learning issues for autonomous vehicles and fleets are investigated in the framework of artificial intelligence. In addition, the book investigates the human dynamics and social implications of future mobility concepts. Highlighting the research directions in this field, Artificial Intelligence for Future Intelligent Transportation: Smarter and Greener Infrastructure Design will be of value for researchers in cybersecurity, machine learning, data analysis, and artificial intelligence. Ethical hackers, students, and faculty will find useful information here as well."-- Provided by publisher.
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