Machine learning for next-generation intelligent transportation systems: A survey

Cited by (180)

Items 101–180 of 180

1. Vehicular communications for autonomous and intelligent transportation systems: a comprehensive survey
   Inam Ullah, Zeeshan Ali Haider, Xin Su, Chang Choi, Ali Arishi, Hazrat Bilal · 2026 · Digital Communications and Networks
2. Preventing Adversarial Attacks on Autonomous Driving Models
   Junaid Sajid, Bareera Anam, Hasan Ali Khattak, Asad Waqar Malik, Assad Abbas, Samee U. Khan · 2023 · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
3. Reducing hysteresis and over‐smoothing in traffic estimation: A multistream spatial‐temporal graph convolutional network
   Haiyang Yu, Shuai Liu, Yilong Ren, Yanan Zhao, Han Jiang, Runkun Liu · 2023 · Transactions on Emerging Telecommunications Technologies
4. Prospective study on challenges faced in a perception system
   L. R. Rolen, Soumya J. Bhat, K V Santhosh · 2024 · Cogent Engineering
5. Smart Skyways: Aerial Traffic Control Using Artificial Intelligence Algorithms
   Agnivesh Pandey, Rohit Raja · 2024 · Indian Journal of Science and Technology
6. Real-Time Cloud-based Data Analysis Using Machine Learning for Smart Parking
   Abdullah Alghoniemy, Jacob Susko, David J. Kahle, Luke Saunders, Prajakta V. Belsare, Samy El-Tawab · 2024 · International Conference on Computer and Applications (ICCA)
7. Predicting dual poverty in informal transportation: A machine learning and econometrics approach
   Emmanuel Azcarraga Onsay, Kevin C. Baltar, Jomar F. Rabajante · 2025 · Human Settlements and Sustainability
8. Utility Evaluation and Optimization of Machine Learning in Intelligent Transportation Systems
   <p>Yufei Tao, Inti Ruminahui Toalombo Chicaiz</p> · 2024 · International Journal of Frontiers in Engineering Technology
9. DigiWays: A Digitalisation Testbed for Sustainable Traffic Management on Swedish Motorways
   Xiaoliang Ma, Jiaqi Xu, Magnus Lundberg Nordenvaad, Tomas Julner · 2023 · IEEE World Forum on Internet of Things (WF-IoT)
10. Intelligent Transportation Systems
    Subhakar Devendran, P. Thanapal · 2025 · IGI Global eBooks
11. Towards Reference Architectures for Trustworthy Collaborative Cyber-Physical Systems: Reference Architectures as Boundary Objects
    Muhammad Rusyadi Ramli, Fredrik Asplund, Martin Törngren · 2021 · arXiv (Cornell University)
12. Proactive pricing strategies for on-street parking management with physics-informed neural networks
    Jun Li, Yijun Dong, Qiuxuan Wang, Chunlu Liu · 2024 · International Journal of Strategic Property Management
13. Privacy-Preserving Mutual Authentication Protocol for Federated Learning in Intelligent Transportation Systems
    Rohini Poolat Parameswarath, Biplab Sikdar · 2025 · IEEE Security and Privacy Workshops (SPW)
14. Dynamic Route Optimization Using Machine Learning
    Aisha Zare, Mohamed Said Elsersy, Ahmed Al-Gindy, Said Abdelrahim Salloum · 2025 · Studies in computational intelligence
15. Traffic Sign Classification Using Deep Learning Technique
    D R Ganesh, Divya Rashmi, J Venkatagiri, P Ramesh Naidu, S Supreeth, T Yerriswamy · 2025 · International Conference on Computing Technologies & Data Communication (ICCTDC)
16. Identification of airfoil stall using airborne acoustic signature under room conditions by machine learning
    Zahra Shah Hosseini, Arman Mohseni · 2025 · Results in Engineering
17. Control Strategy for VANET Autonomous Driving Vehicles in Emergency Situations Based on Deep Learning
    Chu Kai, Shuai Liang · 2025 · Transactions on Emerging Telecommunications Technologies
18. Research on Dynamically Optimized Architecture for Lightweight Multimodal Large Models in Intelligent Transportation
    Han Lin, Liu Yang, Xinhao Zhao, Shixin Tang, Jing Huang, Furong Qi · 2025 · International Conference on Cyber Security and Information Engineering (ICCSIE)
19. Retrieval-Augmented Large Language Model-Based Framework for Hierarchical Classification of Public Feedback on Transportation Infrastructure
    Milan Knežević, Trevor Neece, Marko Vukojevic, Lev Khazanovich, Aleksandar Stevanović · 2026 · Applied Sciences
20. Integrating Predictive AI Models to Bridge Energy Efficiency Gaps in Smart Building Design
    Sugiarto Sugiarto, Liam Christopher, Amelia Grace · 2026 · Civil Engineering Science and Technology
21. Multi-Agent AI Simulation for Evaluating Sustainability of Urban Transportation Infrastructure
    Ethan James, Sofia Martinez · 2025 · Civil Engineering Science and Technology
22. Traffic Flow Modelling When Autonomous Vehicles Coexist with Human Driven Vehicles: Perspectives and Challenges
    Giacomo Cabri, Serena Crisci, Manuela Montangero · 2022 · Studies in computational intelligence
23. Vehicle Detection and Counting Framework in Aerial Images Based on SoC-FPGA
    Julian Uribe-Rios, Luis Castaño-Londoño, David Márquez-Viloria, Luis Javier Morantes-Guzmán · 2022 · Communications in computer and information science
24. Computational Framework for Analytical Operation in Intelligent Transportation System using Big Data
    G Mahendra, Roopashree H. R · 2023 · International Journal of Advanced Computer Science and Applications
25. DIGITIZATION AND INTELLIGENT MANAGEMENT SYSTEMS IN TRANSPORT: AN OVERVIEW OF PROBLEMS AND SOLUTIONS
    Dimitar Dimitrov · 2024 · Environment Technology Resources Proceedings of the International Scientific and Practical Conference
26. Application of Machine Learning to Intelligent Vehicle Path Planning
    Yixuan Wang, Danning Cao · 2024 · IEEE International Conference on Image Processing and Computer Applications (ICIPCA)
27. IoV Simulation Architecture for Software-Defined Vehicular Fog Network Orchestration
    Leonel D. C. Alvarenga, Pedro Sousa, António Costa · 2025 · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
28. Leveraging Machine Learning and Artificial Intelligence for Enhanced Connectivity in Vehicles
    Santosh Naduvinamani, R. Bhuvana, Rupali Atul Saraf, M.N. Babitha, Indira Ghosh Dastidar · 2025 · IGI Global eBooks
29. Current and Evolving Applications to IoT and Applications to Smart Buildings and Energy Management
    Daniel Minoli, Benedict Occhiogrosso · 2023
30. Dynamic network slicing for user mobility support in 5G networks
    Diogo M. Gonçalves · 2024
31. Application of Disruptive Technologies in Intelligent Transportation System
    P Santhiya, Immanuel Johnraja Jebadurai, Getzi Jeba Leelipushpam Paulraj · 2021 · Lecture notes in electrical engineering
32. Adoption of Blockchain Integrated with Machine Learning in Intelligent Transportation System
    Mahadev Anant Gawas, Aishwarya R. Parab · 2022 · Studies in big data
33. Current and Evolving Applications to Video and Imaging
    Daniel Minoli, Benedict Occhiogrosso · 2023 · Wiley eBooks
34. Overview
    Daniel Minoli, Benedict Occhiogrosso · 2023
35. Research on a New Method of Intersection Congestion Data Analysis
    Yudong Dai · 2023 · IEEE International Conference on Information Systems and Computer Aided Education (ICISCAE)
36. PI-Parking: A Physics Informed Neural Network Approach for Parking Availability Prediction
    Yijun Dong, Haoxuan Kuang, Jun Li · 2023 · IEEE International Conference on Parallel and Distributed Systems (ICPADS)
37. Performance Evaluation of Onboard Processing Capability Reduction in Cooperative Vehicles Using 5G and Artificial Intelligence
    Elizabeth Palacios-Morocho, Saúl Inca, José F. Monserrat · 2024 · Mobile Information Systems
38. Dynamic Hardware Customization for Mobile Users in FPGA-accelerated Edge Infrastructures
    Diogo M. Gonçalves, Luiz F. Bittencourt, Edmundo R. M. Madeira · 2024 · Escola Regional de Alto Desempenho de São Paulo (ERAD-SP)
39. The Vehicle License Plate Color Detection Algorithm Optimized Based on a Parameter-Free Attention Mechanism
    Chenpeng Shi, Jianrong Xu, Chao Zhang, Sen Wang, Yuming Liu, Xiaoyong Zhang · 2024 · International Conference on Algorithms, Software Engineering and Network Security (ASENS)
40. Dolgu Barajların Göçmesi ve İçsel Erozyon Mekanizması
    Sadettin Topçu, Hasan Savaş, Hasan Tosun · 2024 · Özgür Yayınları eBooks
41. Mühendislik Uygulamalarında Yenilikçi ve Multidisipliner Çalışmalar
    Abdullah Orman, Sadettin Topçu, Hasan Tosun, Hasan Tosun, Adem Ahıskalı, Mahmut Kayar, Nuray Ceviz, Mürsel Ozan İncetaş, Murat Meriçelli, Harun Çakır et al. · 2024 · Özgür Yayınları eBooks
42. An Intelligent Transportation Network for the Brain based on Observed Driving Patterns
    E. S. Phalguna Krishna, T. Saravanan, S Saravanakumar · 2024 · IEEE International Conference on Blockchain and Distributed Systems Security (ICBDS)
43. IT-Sicherheitsaspekte bei Stauprognose und Verkehrssteuerung
    Ulrich Greveler · 2025 · Springer eBooks
44. A Hybrid Soft Computing Framework for Robust Classification of Heavy Transport Vehicles in Visual Traffic Surveillance
    Ibrar Hussain · 2025 · Mechatronics and intelligent transportation systems
45. METHODOLOGICAL ASPECTS AND LIMITATIONS FOR ENSURING SAFETY IN TRANSPORT MANAGEMENT USING ARTIFICIAL INTELLIGENCE
    Dimitar Dimitrov, Todor Balabanov · 2025 · Environment Technology Resources Proceedings of the International Scientific and Practical Conference
46. A Roundabout Video Dataset for Vehicle Trajectory Prediction
    Yi Han, Ruichun Zhou, Xiaotong Zhou, Jiantong Weng, Yi Yang, Zhuo Su, Zhenhui Yuan · 2025 · IEEE International Conference on Smart Computing
47. An adaptive online reinforcement learning approach for optimizing computation offloading in connected vehicle networks
    Laya Mohammadi, Vahid Khajehvand, Khashayar Salehi Nobandegani, Esmaeil Zeinali · 2025 · Computing
48. Introducing Machine Learning: Engineering
    Jay Lee · 2025 · Machine Learning Engineering
49. Reduction of Transport Carbon Emissions of India by the Implementation of Strategies Based on IoT-Enabled Intelligent Transportation System: A System Dynamics Approach
    Aditi Rajput, Madhuri Jain · 2025 · Pertanika journal of science & technology
50. Visual Domain Adaptation with Covariance Shift Correction and Feature and Parameter Value Selection Through Pso
    Ravi Ranjan Prasad Karn, Rakesh Kumar Sanodiya · 2025 · SSRN Electronic Journal
51. Migration of Microservices Execution Contexts Between Processing Zones in Software-Defined Vehicular Fog Networks
    Leonel D. C. Alvarenga, Pedro Sousa, António Costa · 2025 · EAI Endorsed Transactions on Internet of Things
52. LSTM model for high-risk COVID-19 transmission among Thailand’s mass rapid transit purple line passengers
    Tanayut Chaitongrat, Wuttipong Kusonkhum, Thamonwan Tharasombat, Korb Srinavin, Dikai Pang · 2025 · Transportation Research Interdisciplinary Perspectives
53. Target Geolocation Method Based on Monocular Vision
    Nijia Zhang, Ming-Feng Lu, Ziyi Chen, Feng Zhang, Ran Tao, Weidong Hu, Xiongjun Fu · 2025 · SAE technical papers on CD-ROM/SAE technical paper series
54. Artificial Intelligence Applications for Climate Friendly Mobility
    George A. Giannopoulos, Yidong Li · 2025 · Lecture notes in mobility
55. Artificial intelligence based approaches for vehicular cloud and vehicular fog networks: An overview
    Tesnim Mekki, Issam Jabri · 2025 · Computer Networks
56. Self-navigation Design for Intelligent Transportation Systems (ITS)
    Gamzenur Ozer, Cigdem Kaya · 2026 · Lecture notes in networks and systems
57. Smart Traffic Control using Reinforcement Learning in Urban Transport Systems
    Smitha Sharath Shankar, Rudresh. A N, K. Sunil Manohar Reddy, Gnanasekaran. M, S Sumanth · 2025 · International Conference on Software, Systems and Information Technology (SSITCON)
58. Deep Learning-Based Prediction of Urban Traffic: A Comparison Study
    Jiantong Xu, Yichun Chen, Jichao Wei, Le Chang, Gui Gui · 2025 · International Conference on Advanced Cloud and Big Data
59. Multicriteria VNF placement and chaining with machine learning: a survey and new opportunities for the AHP in decision-making scenarios
    Zahraa Abed Aljasim Muhisn, Yassine Boujelben, Faouzi Zarai · 2026 · Annals of Telecommunications
60. A Trajectory Planning Model for Autonomous Vehicles: Lane Change Manoeuvres Using Fuzzy Logic
    Ashu Nayak, Abdurakhimova Zulaykho Ikromjon Kizi, Nainan Thangarasu, Ramee RiadHwsein, Neha Sharma, B Radha Krishna · 2025 · International Conference on Innovations and Emerging Technologies in AI & Communication Systems (IETACS)
61. Towards a Graph-Based Agentic Workflow and Framework for Natural Language Directions
    Ivens Da Silva Portugal, Giuliano Lorenzoni, Paulo Alencar, D. D. Cowan · 2025 · IEEE International Conference on Big Data (BigData)
62. Integrated dynamic analysis and predictive modeling of sustainable vehicular transport using a hybrid system dynamics-machine learning method
    Arpan Paul, Siba Sankar Mahapatra · 2026 · Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering
63. Smart Commute for All: An AI-Based Inclusive Transportation Platform for Society
    Garimella Gouri Manogna, RM Noorullah, Rayala Pranitha, Puranam Sowmya, Shaik Ruksana Begam, Ashritha L. Reddy · 2026 · International Conference on Sentiment Analysis and Deep Learning (ICSADL)
64. Deep Learning Approaches for Autonomous Driving: CNNs, Vision Transformers, and Hybrid Models
    Ivan Sekereš, David Vodička, Alvaro Lara, Emmanuel Grenier, Josip Balen · 2025 · International Conference on Electrical, Computer and Energy Technologies (ICECET)
65. 35Optimizing Transportation Systems in Smart Cities with Support Vector Machines (SVMs) and Particle Swarm Optimization
    N. Legapriyadharshini, S. Nanthini, T. Veeramakali, A. Seethalakshmy, Chinnaraj Govindasamy, V. Sheeja Kumari · 2025 · De Gruyter eBooks
66. Split federated learning: an enhanced collaborative learning algorithm for ResourceLimited 6G contexts
    Lakhdar Kamel Ouladdjedid, Mohammed Kamel Benhaoua · 2026 · Elsevier eBooks
67. How is the architecture, engineering and construction (AEC) industry adopting artificial intelligence? A cross-sectional survey study
    Shiva Azimi, Yasaman Hakiminejad, Dhruv Jaydeep Shevade, Arash Tavakoli · 2026 · Results in Engineering
68. CALRCN: a context-aware attentive long-term recurrent convolutional network for transportation mode identification based on GPS trajectory data
    M. Rasoul Tayebi, Parham Pahlavani · 2026 · Sustainable and Resilient Infrastructure
69. An IoT- and AI-Enabled Architecture for Intelligent Transportation Systems
    S. Subramanya Sarma, P Narayanasamy, N. Subhash Chandra, R. Sujitha, L. Priya, S Sangeetha · 2025 · Asian Conference on Communication and Networks (ASIANComNet)
70. AutoML-Driven ECG Classification of Cardiac Pathologies with Explainable AI
    Dmytro Tymoshchuk, А. С. Сверстюк, Vitaliy Tymoshchuk, Lyubomyr Mosiy, Оксана Андріївна Багрій-Заяць · 2026 · International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI)
71. Integrating Quantum Computing into Intelligent Transportation Systems: A Comprehensive Review of Emerging Trends, Open Challenges, and Future Research Directions
    Pretom Sarkar, M M Ul Hassan, Ali Hanafiah Rambe, Muzammil Jusoh · 2026 · Archives of Computational Methods in Engineering
72. Traffic Control Using Artificial Intelligence For Optimized And Adaptive Traffic Management
    Gede Ramaditya Surya Atmaja, Steven, Winanda Hartadi, Aditya Kurniawan · 2026 · IEEE International Conference on Smart Mobility (SM)
73. Ordinal regression and explainable machine learning reveal key determinants of urban bus service quality in Dhaka
    Joydeep Banik, Arman Hossain, Md Sifat Bin Siraj, Md Jubayadul Islam, Zahirul Haque Molla, Mehedi Hasan, Armana Sabiha Huq · 2026 · Discover Cities
74. Exploring Spatial Variations in Factors Influencing Cyclist Injury Severity in Traffic Crashes: A Comparison of Geographically Weighted Regression and Spatial Machine Learning
    Yanfang Su, Zihe Zhang, Jun Liu, Emmanuel Kofi Adanu, Steven Jones · 2026 · Future Transportation
75. LCVR-Net: Dual-Attention Visibility Restoration for Traffic Surveillance Under Dust and Fog Degradation
    Nuruddin Md, Hosang Lee · 2026 · Applied Sciences
76. Optimized AI‐Driven Intelligent Transportation Systems for Secure Communication and Traffic Management in Post‐5G Networks
    Akhil Gupta, Bakshi Aditya, Nitin Rakesh, Mandeep Kaur · 2026 · International Journal of Communication Systems
77. AI-Powered Air Scrubbers that Maximize SOx, NOx, and PM Capture with Hybrid Nanofluids
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78. Artificial Intelligence-driven Intelligent Transportation Systems applications as innovations in road freight transport enterprises
    Marta Kadłubek, Agata Mesjasz-Lech · 2026 · Engineering Management in Production and Services
79. Toward Understanding Implications of AI‐Powered Intelligent Transportation Systems on Risk Research and Practice
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80. A Microservices-Based Smart Campus Platform with Real-Time Communication and Intelligent Analytics for Mobility, Parcel Delivery, Student Services, and Digital Transactions
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