Giao thông thông minh dựa trên nền tảng trí tuệ nhân tạo

Trí tuệ nhân tạo (AI - Artificial Intelligence) là giải pháp công nghệ có thể thay đổi “bộ mặt” của nhiều lĩnh vực - trong đó có giao thông vận tải. Ngành giao thông vận tải đã trải qua nhiều thay đổi trong những năm vừa qua. Để tạo ra những bước đột phá mang tính cách mạng, công nghệ là yếu tố không thể thiếu. Trí tuệ nhân tạo hiện đang là một trong những công nghệ được ứng dụng hiệu quả hàng đầu hiện nay.

Để hiểu rõ hơn Cục Thông tin khoa học và công nghệ quốc gia xin giới thiệu một số bài nghiên cứu đã được xuất bản chính thức và các bài viết được chấp nhận đăng trên những cơ sở dữ liệu học thuật chính thống.

1. Sciencedirect

1. Automatic Dynamic User Allocation with opportunistic routing over vehicles network for Intelligent Transport System
Sustainable Energy Technologies and Assessments 14 April 2023
Roopa Tirumalasetti, Sunil Kumar Singh
https://www.sciencedirect.com/science/article/pii/S2213138823001881/pdfft?md5=0d8a62414143ef51a1ca14445f6a2053&pid=1-s2.0-S2213138823001881-main.pdf

2. An intelligent transport system capable of collecting or foraging with many robotic vehicles: An intelligent computing paradigm
Computers and Electrical Engineering 17 August 2023
Fahad Sameer Alshammari
https://www.sciencedirect.com/science/article/pii/S0045790623003324/pdfft?md5=bce6193db404c5b222a0314a0b249750&pid=1-s2.0-S0045790623003324-main.pdf

3. A misbehavior detection framework for cooperative intelligent transport systems
ISA Transactions 16 September 2022
Cherry Mangla, Shalli Rani, Norbert Herencsar
https://www.sciencedirect.com/science/article/pii/S0019057822004323/pdfft?md5=6d5b4647c2127cb7bf3d8338cce8fe65&pid=1-s2.0-S0019057822004323-main.pdf

4. Deployment of Cooperative Intelligent Transport System infrastructure along highways: A bottom-up societal benefit analysis for Flanders
Transport Policy 13 February 2023
Thibault Degrande, Frederic Vannieuwenborg, Didier Colle
https://www.sciencedirect.com/science/article/pii/S0967070X23000380/pdfft?md5=973be953b7bc04ccd05ae403ee7c459c&pid=1-s2.0-S0967070X23000380-main.pdf

5. Intelligent transportation systems optimisation using Non-Linear Diophantine Fuzzy Bonferroni Mean Dombi operators: A case study
Computers and Electrical Engineering 18 August 2023
Sohail Ahmad, Jun Wang, Majdi Khalid
https://www.sciencedirect.com/science/article/pii/S0045790623003221/pdfft?md5=d9e059d17cfad8664ae16767ca964317&pid=1-s2.0-S0045790623003221-main.pdf

6. An agent-based platform to evaluate V2X routing road traffic scenarios
Simulation Modelling Practice and Theory 21 March 2023
Vicente R. Tomás, Luis A. García, Adrian León Alonso
https://www.sciencedirect.com/science/article/pii/S1569190X23000278/pdfft?md5=3c871cf6ecb3388e6da763d81de3c541&pid=1-s2.0-S1569190X23000278-main.pdf

7. Intelligent transport design with a dual focus: Tourist experience and operating cost
Annals of Tourism Research 17 June 2023
Cheng Li, Weimin Zheng, Fan Chen
https://www.sciencedirect.com/science/article/pii/S0160738323000701/pdfft?md5=bd419fd91a342a9b0cf1d6ec67475d79&pid=1-s2.0-S0160738323000701-main.pdf

8. An Amalgamated Novel IDS Model for Misbehaviour Detection using VeReMiNet
Computer Standards & Interfaces Available online 23 August 2023
Saleha Saudagar, Rekha Ranawat
https://www.sciencedirect.com/science/article/pii/S0920548923000648/pdfft?md5=aed09e92e476c3f62c7cfef3258dea77&pid=1-s2.0-S0920548923000648-main.pdf

9. Assessing on-road emissions from urban buses in different traffic congestion scenarios by integrating real-world driving, traffic, and emissions data
Science of The Total Environment 16 December 2022
Fredy Rosero, Natalia Fonseca, José-María López
https://www.sciencedirect.com/science/article/pii/S0048969722081050/pdfft?md5=0304620b34961ff293bc51a447105cb0&pid=1-s2.0-S0048969722081050-main.pdf

10. Construction of a System for Dynamic Monitoring of Pollutant Emissions by Transport Flows
Transportation Research Procedia 15 February 2023
Alexandr Glushkov, Vladimir Shepelev, Kirill Myachkov
https://www.sciencedirect.com/science/article/pii/S2352146523000765/pdfft?md5=8c574cdc1d3ccbb5d3be2bf4a2ef3177&pid=1-s2.0-S2352146523000765-main.pdf

11. A low cost IoT-based Arabic license plate recognition model for smart parking systems
Ain Shams Engineering Journal, 28 January 2023
Mohammad M. Abdellatif, Noura H. Elshabasy, Mohamed AbdelRaheem
https://www.sciencedirect.com/science/article/pii/S2090447923000679/pdfft?md5=e7fca7514776b325dfedaf3e72ba14fd&pid=1-s2.0-S2090447923000679-main.pdf

12. Automatic Detection and Categorization of Road Traffic Signs using a Knowledge-Assisted Method
Procedia Computer Science 31 January 2023
Vivek Srivastava, Sumita Mishra, Nishu Gupta
https://www.sciencedirect.com/science/article/pii/S1877050923001060/pdfft?md5=eabf7ac4556c7860ce16233e8f4550e7&pid=1-s2.0-S1877050923001060-main.pdf

13. Data-Driven Multi-Objective Optimisation for Electric Vehicle Charging Infrastructure
iScience Available online 31 August 2023
Farzaneh Farhad, Shixiao Wang, Phil Blythe
https://www.sciencedirect.com/science/article/pii/S258900422301814X/pdfft?md5=abe44ab1e6edd73c2da6c98a5f4b2620&pid=1-s2.0-S258900422301814X-main.pdf

14. Sharing roads with automated vehicles: A questionnaire investigation from drivers’, cyclists’ and pedestrians’ perspectives
Accident Analysis & Prevention 5 May 2023
Xiaomeng Li, Sherrie-Anne Kaye, Oscar Oviedo-Trespalacios
https://www.sciencedirect.com/science/article/pii/S0001457523001409/pdfft?md5=cdb0f44ce9b3a0955f760fd866eb836a&pid=1-s2.0-S0001457523001409-main.pdf

15. Modeling system dynamics of interacting cruising trains to reduce the impact of power peaks
Expert Systems with Applications 2 June 2023
Alessio Trivella, Francesco Corman
https://www.sciencedirect.com/science/article/pii/S0957417423011521/pdfft?md5=f1cf021076e00dcdb0e5827ca7a6f019&pid=1-s2.0-S0957417423011521-main.pdf

16. Intelligent algorithms for incident detection and management in smart transportation systems
Computers and Electrical Engineering 12 July 2023
Huang Yijing, Wanyue Wei, Xu Kaiming
https://www.sciencedirect.com/science/article/pii/S004579062300263X/pdfft?md5=371ab9a1f8d21886b3d3a604c4d3bed8&pid=1-s2.0-S004579062300263X-main.pdf

17. The Digital Revolution of the Transportation Industry
Transportation Research Procedia 15 February 2023
Polina Kartsan, Sergey Mavrin
https://www.sciencedirect.com/science/article/pii/S2352146523000169/pdfft?md5=261a7259535513bab47d9d8d75cd8f1b&pid=1-s2.0-S2352146523000169-main.pdf

18. Intelligent transportation system for internet of vehicles based vehicular networks for smart cities
Computers and Electrical Engineering 17 December 2022
Preeti Rani, Rohit Sharma
https://www.sciencedirect.com/science/article/pii/S0045790622007583/pdfft?md5=0f456f54bc83469aaf9a877e478f508c&pid=1-s2.0-S0045790622007583-main.pdf

19. The effect of visual advanced driver assistance systems on a following human driver in a mixed-traffic condition
Procedia Computer Science 10 January 2023
Dedy Ariansyah, Bens Pardamean, Giandomenico Caruso
https://www.sciencedirect.com/science/article/pii/S1877050922022086/pdfft?md5=8b2231649a16d3a905df7d5b1b0f283b&pid=1-s2.0-S1877050922022086-main.pdf

20. External benefits of a road transportation system with vehicle-to-everything communications
Transport Policy 17 February 2023
Hye-Jeong Lee, Seung-Hoon Yoo, Sung-Yoon Huh
https://www.sciencedirect.com/science/article/pii/S0967070X23000409/pdfft?md5=8fe54f3123388e24ed9d776ae865b871&pid=1-s2.0-S0967070X23000409-main.pdf

21. Homomorphic federated learning schemes enabled pedestrian and vehicle detection system
Internet of Things 12 August 2023
Mazin Abed Mohammed, Abdullah Lakhan, Begonya Garcia-Zapirain
https://www.sciencedirect.com/science/article/pii/S2542660523002263/pdfft?md5=8f4881bf0c89b9db0ce2947cc2a6b90e&pid=1-s2.0-S2542660523002263-main.pdf

22. Enhancing airport apron safety through intelligent transportation systems: Proposed FEDA model
Safety Science 8 May 2023
Huseyin Korkmaz, Ezgi Filazoglu, Savas Selahattin Ates
https://www.sciencedirect.com/science/article/pii/S0925753523001261/pdfft?md5=f02117bcedc4042d479b62c1625072a7&pid=1-s2.0-S0925753523001261-main.pdf

23. Chemical reaction-mass transport model of Ga2O3 grown by TEGa in MOCVD and an intelligent system
Journal of Crystal Growth 14 June 2023
Jie Wang, Tie-cheng Luo, Gang Wang
https://www.sciencedirect.com/science/article/pii/S0022024823002373/pdfft?md5=d2e8d8ec6d3134225c99f16b1df012df&pid=1-s2.0-S0022024823002373-main.pdf

24. Federated Ensemble-Learning for Transport Mode Detection in Vehicular Edge Network
Future Generation Computer Systems 19 July 2023
Md. Mustakin Alam, Tanjim Ahmed, Giancarlo Fortino
https://www.sciencedirect.com/science/article/pii/S0167739X23002674/pdfft?md5=72262bdc7fccfaadcabbd5b0583b4422&pid=1-s2.0-S0167739X23002674-main.pdf

25. Investigating machine learning for simulating urban transport patterns: A comparison with traditional macro-models
Multimodal Transportation 12 June 2023
Omkar Parishwad, Sida Jiang, Kun Gao
https://www.sciencedirect.com/science/article/pii/S2772586323000175/pdfft?md5=bcff3f2421ba44fc6e4c161ac3f5aea8&pid=1-s2.0-S2772586323000175-main.pdf

26. A Futuristic Green Service Computing Approach for Smart City: A Fog Layered Intelligent Service Management Model for Smart Transport System
Computer Communications Available online 18 August 2023
K. Hemant Kumar Reddy, Rajat Subhra Goswami, Diptendu Sinha Roy
https://www.sciencedirect.com/science/article/pii/S014036642300275X/pdfft?md5=d0cc66314e970adc72bea5e2e6485e15&pid=1-s2.0-S014036642300275X-main.pdf

27. A digital twin-based edge intelligence framework for decentralized decision in IoV system
Information Sciences 1 September 2023
Abir El Azzaoui, Sekione Reward Jeremiah, Jong Hyuk Park
https://www.sciencedirect.com/science/article/pii/S0020025523011805/pdfft?md5=c5bd35ed4cc0be32686a98d2cdcb6c8e&pid=1-s2.0-S0020025523011805-main.pdf
28. An open ICT solution to integrate multi-modular battery systems on buildings
Results in Engineering 3 June 2023
Juan Sánchez-Valverde, Alfonso P. Ramallo-González, Antonio F. Skarmeta
https://www.sciencedirect.com/science/article/pii/S2590123023003444/pdfft?md5=2369e5a114f522f073ccdc70623db762&pid=1-s2.0-S2590123023003444-main.pdf

29. The usefulness of artificial intelligence for safety assessment of different transport modes
Accident Analysis & Prevention 28 March 2023
Dimitrios I. Tselentis, Eleonora Papadimitriou, Pieter van Gelder
https://www.sciencedirect.com/science/article/pii/S0001457523000817/pdfft?md5=efb4dc778a03f9d708bc4bca26896c31&pid=1-s2.0-S0001457523000817-main.pdf

30. Smart mobile robot fleet management based on hierarchical multi-agent deep Q network towards intelligent manufacturing
Engineering Applications of Artificial Intelligence 7 June 2023
Yue Bai, Yaqiong Lv, Jiatong Zhang
https://www.sciencedirect.com/science/article/pii/S0952197623007182/pdfft?md5=e07d0a72659104b5a957a06dd1deb9b0&pid=1-s2.0-S0952197623007182-main.pdf

31. Intelligent ship inspection analytics: Ship deficiency data mining for port state control
Ocean Engineering 3 April 2023
Seyid Mahmud Esad Demirci, Kadir Cicek
https://www.sciencedirect.com/science/article/pii/S0029801823006169/pdfft?md5=413d42904b18faeba1db081f17bc1ae0&pid=1-s2.0-S0029801823006169-main.pdf

32. A data mining method to extract traffic network for maritime transport management
Ocean & Coastal Management 3 May 2023
Zhao Liu, Hairuo Gao, Jingxian Liu
https://www.sciencedirect.com/science/article/pii/S0964569123001473/pdfft?md5=78d1be182215a849c8262c94d372de65&pid=1-s2.0-S0964569123001473-main.pdf

33. Application of deep neural network and gamma radiation to monitor the transport of petroleum by-products through polyducts
Applied Radiation and Isotopes 9 August 2023
William Luna Salgado, Roos Sophia de Freitas Dam, César Marques Salgado
https://www.sciencedirect.com/science/article/pii/S0969804323003263/pdfft?md5=334e37d9203dcbd36f86067285a45c13&pid=1-s2.0-S0969804323003263-main.pdf

34. All-3D-printed multifunctional wearable energy systems with embodied zinc-ion storage capability and smart responsive effect
Energy Storage Materials 17 November 2022
Jingtao Fan, Jiaxuan Bai, Bingang Xu
https://www.sciencedirect.com/science/article/pii/S2405829722006249/pdfft?md5=9c975fd1135bf72537c9bb30ea074f3f&pid=1-s2.0-S2405829722006249-main.pdf

35. Design methodology of intelligent autonomous distributed hybrid power complexes with renewable energy sources
International Journal of Hydrogen Energy 15 May 2023
Murat Asanov, Salima Asanova, Semetey Suerkulov
https://www.sciencedirect.com/science/article/pii/S0360319923021201/pdfft?md5=9c9113a29a8201978ef9f24b077cc3e1&pid=1-s2.0-S0360319923021201-main.pdf

36. Review of heat pump integrated energy systems for future zero-emission vehicles
Energy 4 March 2023
Nan Zhang, Yiji Lu, Zhibin Yu
https://www.sciencedirect.com/science/article/pii/S0360544223004954/pdfft?md5=b4e9c08c6ea7094a2a8d27e6028c1010&pid=1-s2.0-S0360544223004954-main.pdf

37. FriC-PM: Machine Learning-based road surface friction coefficient predictive model using intelligent sensor data
Construction and Building Materials 17 February 2023
Mezgeen Rasol, Franziska Schmidt, Silvia Ientile
https://www.sciencedirect.com/science/article/pii/S0950061823002787/pdfft?md5=e7762b7780910e27b7abf0d61fc2f6a7&pid=1-s2.0-S0950061823002787-main.pdf

38. A novel MILP model for job shop scheduling problem with mobile robots
Robotics and Computer-Integrated Manufacturing 1 December 2022
You-Jie Yao, Qi-Hao Liu, Liang Gao
https://www.sciencedirect.com/science/article/pii/S0736584522001880/pdfft?md5=17c4e5efd41fe5cfee8146b8c904c4f5&pid=1-s2.0-S0736584522001880-main.pdf

39. IoDMix: A novel routing protocol for Delay-Tolerant Internet of Drones integration in Intelligent Transportation System
Ad Hoc Networks 15 May 2023
Lailla M. S. Bine, Azzedine Boukerche, Antonio A. F. Loureiro
https://www.sciencedirect.com/science/article/pii/S1570870523001245/pdfft?md5=4b57620dfea7be49795b8990d253f1d1&pid=1-s2.0-S1570870523001245-main.pdf

40. Optimizing the emissivity regulation performance of a multilayer adaptive infrared camouflage structure based on transport ability control of an ionic liquid
Applied Surface Science 17 December 2022
Gengyuan Liang, Ying Xiao, Shuxin Bai
https://www.sciencedirect.com/science/article/pii/S016943322203673X/pdfft?md5=9ea64bcc817118ec29a22a14319731a6&pid=1-s2.0-S016943322203673X-main.pdf

41. Data-driven decision support system for degrading assets and its application under the perspective of a railway component
Transportation Engineering 21 April 2023
Joaquim A．P． Braga, António R． Andrade
https://www.sciencedirect.com/science/article/pii/S2666691X23000209/pdfft?md5=6d7b99dd585e051bc54087361f09a9dd&pid=1-s2.0-S2666691X23000209-main.pdf

42. Enhanced control efficacy of spinosad on corn borer using polylactic acid encapsulated mesoporous silica nanoparticles as a smart delivery system
International Journal of Biological Macromolecules 21 August 2023
Chao Wang, Ke Qiao, Haiqun Cao
https://www.sciencedirect.com/science/article/pii/S0141813023033214/pdfft?md5=7ed88d2e8233bd2f2a4935d341431b2e&pid=1-s2.0-S0141813023033214-main.pdf

43. A metaheuristic-based ensemble feature selection framework for cyber threat detection in IoT-enabled networks
Decision Analytics Journal 24 March 2023
Arun Kumar Dey, Govind P. Gupta, Satya Prakash Sahu
https://www.sciencedirect.com/science/article/pii/S2772662223000462/pdfft?md5=d75200ecccc0d4fa64f5e3a09e1ea11f&pid=1-s2.0-S2772662223000462-main.pdf
44. A study on artificial intelligence for monitoring smart environments
Materials Today: Proceedings 17 June 2021
Karthika D.
https://www.sciencedirect.com/science/article/pii/S2214785321043911/pdfft?md5=eab18ea3710ef7c8b0d798f21b68d657&pid=1-s2.0-S2214785321043911-main.pdf

45. Revealing the hidden potentials of Internet of Things (IoT) - An integrated approach using agent-based modelling and system dynamics to assess sustainable supply chain performance
Journal of Cleaner Production 23 August 2023
Suiting Ding, Hauke Ward, Arnold Tukker
https://www.sciencedirect.com/science/article/pii/S0959652623027166/pdfft?md5=4cb84de2a3a74e27aee380c58e875867&pid=1-s2.0-S0959652623027166-main.pdf

46. Research on intelligent transportation and shared parking spaces inurban areas based on multi-source data integration
Computers and Electrical Engineering 21 June 2023
Jianqiang Xiong, Hongsong Shi, Shuangxia Zhu
https://www.sciencedirect.com/science/article/pii/S0045790623002598/pdfft?md5=a98bfc7da6901374c6e95902d5f7f74a&pid=1-s2.0-S0045790623002598-main.pdf

47. A secure physical layer transport scheme with illegal reconfigurable intelligent surface
AEU - International Journal of Electronics and Communications 28 July 2023
Rui Shao, Ting Li, Fei Li
https://www.sciencedirect.com/science/article/pii/S1434841123003114/pdfft?md5=903cdf1d13ec4e016ee484ae3c8df4c1&pid=1-s2.0-S1434841123003114-main.pdf

48. Elements of the core area transport system oriented to station–city integration
Computers and Electrical Engineering 6 July 2023
JiaYan Chen, ZhuoFu Yan, Rong Fan
https://www.sciencedirect.com/science/article/pii/S0045790623002665/pdfft?md5=05ad3bb69e80395826a4ee64278759e6&pid=1-s2.0-S0045790623002665-main.pdf

49. Collaborative Decisions in Knowledge Management for Intelligent Cyber-Enterprises
Procedia Computer Science 10 August 2023
Ioan Dumitrache, Larisa Stefania Predescu, Mihnea Alexandru Moisescu
https://www.sciencedirect.com/science/article/pii/S1877050923008323/pdfft?md5=38d34cb37223a172c2fe58fe881c2562&pid=1-s2.0-S1877050923008323-main.pdf

50. Public transport congestion detection using incremental learning
Pervasive and Mobile Computing 1 March 2023
Laszlo A. Makara, Petar Maric, Adrian Pekar
https://www.sciencedirect.com/science/article/pii/S1574119223000275/pdfft?md5=b2689b3e1935cea6cb5b8b9384c31e73&pid=1-s2.0-S1574119223000275-main.pdf

Nguồn: Cục Thông tin khoa học và công nghệ quốc gia, 2/11/2023