Applications of Artificial Intelligence in Transport: An Overview

Abduljabbar, Rusul, Dia, Hussein, Liyanage, Sohani, Bagloee, Saeed Asadi·2019·Sustainability

DOI 10.3390/su11010189

Cited by (820)

Items 101–200 of 820

Machine Learning Applications in Surface Transportation Systems: A Literature Review
Hojat Behrooz, Yeganeh M. Hayeri · 2022 · Applied Sciences
Maintenance intervention predictions using entity-embedding neural networks
Zaharah Allah Bukhsh, Irina Stipanović, Aaqib Saeed, Andries G. Dorée · 2020 · Automation in Construction
Sustainable Mobility as a Service: Dynamic Models for Agenda 2030 Policies
Francesco Russo · 2022 · Information
An Automobile Environment Detection System Based on Deep Neural Network and its Implementation Using IoT-Enabled In-Vehicle Air Quality Sensors
Jae-joon Chung, Hyun-Jung Kim · 2020 · Sustainability
Mobility Control Centre and Artificial Intelligence for Sustainable Urban Districts
Francis Cirianni, Antonio Comi, Agata Quattrone · 2023 · Information
A review of travel and arrival-time prediction methods on road networks: classification, challenges and opportunities
Asad Abdi, Chintan Amrit · 2021 · PeerJ Computer Science
Definition of the term “artificial intelligence”
O. BARANOV · 2023 · INFORMATION AND LAW
Developing artificial neural networks to estimate real-time onboard bus ride comfort
Teron Nguyen, Duy Quy Nguyen-Phuoc, Yiik Diew Wong · 2020 · Neural Computing and Applications
Factors Affecting Pedestrians’ Trust in Automated Vehicles: Literature Review and Theoretical Model
Siyuan Zhou, Xu Song Sun, Bingjian Liu, Gary Burnett · 2021 · IEEE Transactions on Human-Machine Systems
Analyzing the Effects of Road Type and Rainy Weather on Fuel Consumption and Emissions: A Mesoscopic Model Based on Big Traffic Data
Rui Shang, Yi Zhang, Zuo‐Jun Max Shen, Yi Zhang · 2021 · IEEE Access
Data, AI and governance in MaaS – Leading to sustainable mobility?
Eriketti Servou, Frauke Behrendt, Maja Horst · 2023 · Transportation Research Interdisciplinary Perspectives
Machine Learning Technologies in Internet of Vehicles
Elmustafa Sayed Ali, Mona Bakri Hassan, Rashid Abdelhaleem Saeed · 2021 · Internet of things
Unveiling the Potential of Machine Learning Applications in Urban Planning Challenges
Sesil Koutra, Christos S. Ioakimidis · 2022 · Land
Environmental Sustainability: Can Artificial Intelligence be an Enabler for SDGs?
Gyandeep Chaudhary · 2023 · Nature Environment and Pollution Technology
Techniques and Models for Addressing Occupational Risk Using Fuzzy Logic, Neural Networks, Machine Learning, and Genetic Algorithms: A Review and Meta-Analysis
Christos Mitrakas, Alexandros S. Xanthopoulos, Dimitrios E. Koulouriotis · 2025 · Applied Sciences
Full-scale spatio-temporal traffic flow estimation for city-wide networks: a transfer learning based approach
Yuan Zhang, Qixiu Cheng, Yang Liu, Zhiyuan Liu · 2022 · Transportmetrica B Transport Dynamics
Compressive strength of nano concrete materials under elevated temperatures using machine learning
Abdullah M. Zeyad, Alaa A. Mahmoud, Alaa A. El‐Sayed, Ayman M. Aboraya, Islam N. Fathy, Nikos Zygouris, Panagiotis G. Asteris, Ibrahim Saad Agwa · 2024 · Scientific Reports
A Novel Front Door Security (FDS) Algorithm Using GoogleNet-BiLSTM Hybridization
Luiz Paulo Oliveira Paula, Nuruzzaman Faruqui, Imran Mahmud, Md Whaiduzzaman, Eric Hawkinson, Sandeep Trivedi · 2023 · IEEE Access
Applications of machine learning and deep learning methods for climate change mitigation and adaptation
Tahmineh Ladi, Shaghayegh Jabalameli, Ayyoob Sharifi · 2022 · Environment and Planning B Urban Analytics and City Science
Challenges in Artificial Intelligence Development in Higher Education in China, India, and Indonesia: International Students’ Perspectives
Mustopa Mustopa, Nasikhin Nasikhin, Rikza Chamami, Hamidatun Nihayah, Muhammad Romadlon Habibullah, Ahmad Manshur · 2024 · International Journal of Learning Teaching and Educational Research
Inteligencia artificial en la gestión pública en tiempos de Covid-19
Yoni Magali Maita-Cruz, Willian Sebastián Flores-Sotelo, Yuri Anselmo Maita-Cruz, Juan Carlos Cotrina-Aliaga · 2022
Enablers Driving Success of Artificial Intelligence in Business Performance: A TISM-MICMAC Approach
Vijay Kumar Sharma, Harish Kumar · 2023 · IEEE Transactions on Engineering Management
Physics Informed Machine Learning (PIML) for Design, Management and Resilience-Development of Urban Infrastructures: A Review
Alvin Wei Ze Chew, Renfei He, Limao Zhang · 2024 · Archives of Computational Methods in Engineering
Autonomous Aerial Vehicles-Aided Intelligent Transportation Systems: Vision, Challenges, and Opportunities
Akbar Telikani, Arupa Sarkar, Bo Du, Fendy Santoso, Jun Shen, Jun Hua Yan, Jianming Yong, Emily W. Yap · 2025 · IEEE Communications Surveys & Tutorials
AI and Environmental Ethics
A. Soundariya, Niyati Kumari Behera, P. Selvakumar, Pankaj Singh Chandel, Sandeep Gupta, T. C. Manjunath · 2025 · Advances in human and social aspects of technology book series
Transitioning the energy landscape: AI's role in shifting from fossil fuels to renewable energy
Zhengzheng Li, Youze Xing, Xuefeng Shao, Yifan Zhong, Yun Hsuan Su · 2025 · Energy Economics
Citizen sensors for smart city planning and traffic management: crowdsourcing geospatial data through smartphones in Jeddah, Saudi Arabia
Mohammed Aljoufie, Alok Tiwari · 2021 · GeoJournal
A framework for dynamic smart traffic light management system
Awad Saleh Alharbi, George D. Halikias, Adnan Ahmed Abi Sen, Mohammad Yamin · 2021 · International Journal of Information Technology
Nanophotonics for Perovskite Solar Cells
Aleksandra D. Furasova, Pavel M. Voroshilov, Daniel Sapori, Konstantin Ladutenko, Daniele Barettin, Anvar A. Zakhidov, Aldo Di Carlo, Constantin R. Simovski, Sergey Makarov · 2022 · Advanced Photonics Research
“AI for all” is a matter of social justice
Alessandra Buccella · 2022 · AI and Ethics
A Review of the Advances in Artificial Intelligence in Transportation System Development
Derrick Mirindi · 2024 · Journal of Civil Construction and Environmental Engineering
Shaping the Future of Logistics: Data-driven Technology Approaches and Strategic Management
Hoa Tran‐Dang, Jae-Woo Kim, Jae‐Min Lee, Dong‐Seong Kim · 2025 · IETE Technical Review
Inteligencia artificial (IA) aplicada a la gestión pública
Yolvi Ocaña-Fernández, Luis Alex Valenzuela-Fernández, Miguel Ángel Vera-Flores, Raúl Alberto Rengifo Lozano · 2021 · Revista Venezolana de Gerencia
A Novel Approach for Linguistic Steganography Evaluation Based on Artificial Neural Networks
R. Gurunath, Ahmed H. Alahmadi, Debabrata Samanta, Mohammad Zubair Khan, Abdulrahman M. Alahmadi · 2021 · IEEE Access
Digital Transformation: An Exploring Barriers and Challenges Practice of Artificial Intelligence in Manufacturing Firms in Malaysia
Md Fauzi Ahmad, Noor Athirah Adila Husin, Ahmad Nur Aizat Ahmad, Huda Binti Abdullah, Chan Shiau Wei, Mohd Nasrun Mohd Nawi · 2022 · Journal of Advanced Research in Applied Sciences and Engineering Technology
Artificial Intelligence for Smart Manufacturing in Industry 5.0: Methods, Applications, and Challenges
Huu Du Nguyen, Kim Phuc Tran · 2023 · Springer series in reliability engineering
The Future of AI and Environmental Sustainability
Ranjith Gundeti, Kaushik Vuppala, Varun Kasireddy · 2023 · Advances in environmental engineering and green technologies book series
AI-BASED EMERGENCY RESPONSE SYSTEMS: A SYSTEMATIC LITERATURE REVIEW ON SMART INFRASTRUCTURE SAFETY
Ammar Bajwa · 2025 · American Journal of Advanced Technology and Engineering Solutions
Feasibility of Stochastic Models for Evaluation of Potential Factors for Safety: A Case Study in Southern Italy
Giuseppe Guido, Sina Shaffiee Haghshenas, Sami Shaffiee Haghshenas, Alessandro Vitale, Vittorio Astarita, Ashkan Shafiee Haghshenas · 2020 · Sustainability
Machine learning tuning by diversity oriented firefly metaheuristics for Industry 4.0
Luka Jovanović, Nebojša Bačanin, Miodrag Z. Zivkovic, Miloš Antonijević, Bojan Jovanović, Marija Bogićević, Ivana Strumberger · 2023 · Expert Systems
Significant Applications of Artificial Intelligence Towards Attaining Sustainability
Abid Haleem, Mohd Javaid, Ibrahim Haleem Khan, S. Krishna Mohan · 2023 · Journal of Industrial Integration and Management
Reimagining sustainability: The power of AI and intellectual capital in shaping the future of tourism and hospitality organizations
Bassam Samir Al‐Romeedy, Thaib Alharethi · 2024 · Journal of Open Innovation Technology Market and Complexity
An Assessment Framework for the Transformation of Mobility 4.0 in Smart Cities
Hakan İnaç, Ercan Öztemel · 2021 · Systems
Oil Spill Detection based on Machine Learning and Deep Learning: A Review
Alaa Akram Huby, Rafid Sagban, Raaid Alubady · 2022 · International Conference on Engineering Technology and its Applications (IICETA)
Research on Optimization of Cross-Border e-Commerce Logistics Distribution Network in the Context of Artificial Intelligence
Jihua Shi · 2022 · Mobile Information Systems
Artificial intelligence to manage workplace bullying
María de las Mercedes de Obesso, Carlos Alberto Pérez Rivero, Óliver Carrero Márquez · 2023 · Journal of Business Research
Artificial intelligence in heavy metals detection: Methodological and ethical challenges
Nidhi Raj Yadav, Brij Mohan Maurya, Dewan Chettri, Pooja Pooja, Chirag Pulwani, Mahesh Jajula, Savleen Singh kanda, Harysh Winster Suresh Babu, Ajay Elangovan, Velusamy Parthasarathy et al. · 2023 · Hygiene and Environmental Health Advances
Redefining Urban Traffic Dynamics With TCN-FL Driven Traffic Prediction and Control Strategies
K. M. Karthick Raghunath, Chandrasekhar Rohith Bhat, V. Vinoth Kumar, A. Velmurugan, T R Mahesh, K. Manikandan, N V Krishnamoorthy · 2024 · IEEE Access
Closing the artificial intelligence skills gap in construction: competency insights from a systematic review
Lovelin Ifeoma Obi, Innocent Chigozie Osuizugbo, Bankole Osita Awuzie · 2025 · Results in Engineering
Artificial General Intelligence: Advancements, Challenges, and Future Directions in AGI Research
Gokul Yenduri, Ramalingam Murugan, Praveen Kumar Reddy Maddikunta, Sweta Bhattacharya, Devulapalli Sudheer, Bharath Bhushan · 2025 · IEEE Access
Machine learning approaches for predicting household transportation energy use
Shideh Shams Amiri, Nariman Mostafavi, Earl Rusty Lee, Simi Hoque · 2020 · City and Environment Interactions
An Overview of the Machine Learning Applied in Smart Cities
Reinaldo Padilha França, Ana Carolina Borges Monteiro, Rangel Arthur, Yuzo Iano · 2020 · Lecture notes in intelligent transportation and infrastructure
The Use of Artificial Intelligence in Supply Chain Management and Logistics
Dwijendra Nath Dwivedi · 2023 · Advances in business information systems and analytics book series
Coverage path planning for cleaning robot based on improved simulated annealing algorithm and ant colony algorithm
Kun Shi, Wendi Wu, Zhengtian Wu, Baoping Jiang, Hamid Reza Karimi · 2024 · Signal Image and Video Processing
Enhancing Logistics Operations Through Technological Advancements for Superior Service Efficiency
Ravishankar Krishnan, Elantheraiyan Perumal, Manoj Govindaraj, Logasakthi Kandasamy · 2024 · Advances in hospitality, tourism and the services industry (AHTSI) book series
Unmanned Aerial Vehicles (UAV) Networking Algorithms: Communication, Control, and AI-Based Approaches
Trinh Luong Mien, Dung The Nguyen, Long Q. Dinh, Mui Duc Nguyen, De Rosal Ignatius Moses Setiadi, Minh Tuấn Nguyễn · 2025 · Algorithms
Barriers to adopting artificial intelligence and machine learning technologies in nuclear power
Anna Hall, Vivek Agarwal · 2024 · Progress in Nuclear Energy
Ontology in Hybrid Intelligence: A Concise Literature Review
Salvatore F. Pileggi · 2024 · Future Internet
Neural Network Approach to Modelling Transport System Resilience for Major Cities: Case Studies of Lagos and Kano (Nigeria)
Hassan Suleiman Otuoze, Dexter V. L. Hunt, Ian Jefferson · 2021 · Sustainability
Artificial intelligence in civil engineering
Nishant Raj Kapoor, Ashok Kumar V, Anuj Kumar, Aman Kumar, Harish Chandra Arora · 2024 · Elsevier eBooks
Application of Feature Selection Approaches for Prioritizing and Evaluating the Potential Factors for Safety Management in Transportation Systems
Giuseppe Guido, Sami Shaffiee Haghshenas, Sina Shaffiee Haghshenas, Alessandro Vitale, Vittorio Astarita · 2022 · Computers
Applications of Artificial Intelligence in the Air Transport Industry: A Bibliometric and Systematic Literature Review
Abderrahmane Moubarek Sadou, Eric Tchouamou Njoya · 2023 · Journal of Aerospace Technology and Management
ARTIFICIAL INTELLIGENCE RECENT TRENDS AND APPLICATIONS IN INDUSTRIES
K. Mashood, H. U. R. Kayani, A. A. Malik, A. Tahir · 2023 · Pakistan Journal of Science
Effects of students using different learning approaches for learning computational thinking and AI applications
Ting‐Chia Hsu, Mu-Sheng Chen · 2024 · Education and Information Technologies
Shaping the Future of Freight Logistics: Use Cases of Artificial Intelligence
Martin Johannes du Plessis, Retief Gerber, Leila Louise Goedhals-Gerber, Joubert van Eeden · 2025 · Sustainability
Artificial Intelligence-Driven Governance Systems: Smart Cities and Smart Governance
Sachin Kumar, Ajit Kumar Verma, Amna Mirza · 2024 · Frontiers of artificial intelligence, ethics and multidisciplinary applications.
Artificial Intelligence & Agile Innovation: Case of Moroccan Logistics Companies
Nouhayla Bouanba, Ouafa Barakat, Abdelaziz Bendou · 2022 · Procedia Computer Science
Exploring bus tracking data to characterize urban traffic congestion
Ana Almeida, Susana Brás, Susana Sargento, Ilídio Oliveira · 2023 · Journal of Urban Mobility
Insights Into Privacy Protection Research in AI
Shasha Yu, Fiona Carroll, Barry L. Bentley · 2024 · IEEE Access
Does income inequality undermine the carbon abatement benefits of artificial intelligence?
Zequn Dong, Lingran Zhang, C. P.-P. Tan, Qianfeng Luo, Lixiang Zhang · 2024 · Journal of Cleaner Production
AI-Enabled Sustainable Urban Planning and Management
Mahapara Abbass, Shalom Akhai, Uzma Abbas, Rana Jafri, Syed Mohd. Arif · 2024 · Advances in computational intelligence and robotics book series
Application of machine learning in intelligent transport systems: a comprehensive review and bibliometric analysis
Mahbub Hassan, Abdullah Al Nafees, Saikat Sarkar Shraban, Arpita Paul, Hridoy Deb Mahin · 2025 · Discover Civil Engineering
A review of transport carbon emissions: insights from artificial intelligence and big data
Shishu Ouyang, Pengjun Zhao, Zhaoya Gong · 2025 · Journal of Cleaner Production
Artificial intelligence and machine learning approaches for smart transportation in smart cities using blockchain architecture
Sandeep Shenoy Karanchery Sundaresan, K. Suresh Kumar, R. Nishanth, Harold Robinson, Anil Kumar · 2021 · Elsevier eBooks
Collaborative intuitionistic fuzzy-AHP to evaluate simulation-based analytics for freight transport
Mohamed Amine Ben Rabia, Adil Bellabdaoui · 2023 · Expert Systems with Applications
Exploratory Data Analysis and Data Envelopment Analysis of Urban Rail Transit
Guillermo L. Taboada, Liangxiu Han · 2020 · Electronics
Artificial intelligence (AI) futures: India-UK collaborations emerging from the 4th Royal Society Yusuf Hamied workshop
Yogesh Kumar Dwivedi, Laurie Hughes, H. K. D. H. Bhadeshia, Sophia Ananiadou, Anthony G. Cohn, Jacqueline M. Cole, G. J. Conduit, Maunendra Sankar Desarkar, Xinwei Wang · 2023 · International Journal of Information Management
Forecasting emergent risks in advanced AI systems: an analysis of a future road transport management system
Scott G. McLean, Brandon J. King, Jason Thompson, Tony Carden, Neville A. Stanton, Chris Baber, Gemma J. M. Read, Paul M. Salmon · 2023 · Ergonomics
A literature review: AI models for road safety for prediction of crash frequency and severity
Muneeb Shehzad Butt, Muhammad Awais Shafique · 2025 · Discover Civil Engineering
The fear of being replaced by generative AI: An examination of influential factors among office workers
Hyeon Jo, Do-Hyung Park · 2025 · Technological Forecasting and Social Change
Implementation of the Neural Networks for Improving the Projects’ Performance of Steel Structure Projects
Hosam Mostafa Elhegazy, Niveen M. Badra, Said Y. Aboul Haggag, Ibrahim Abdel Rashid · 2021 · Journal of Industrial Integration and Management
Optimizing Internet of Things-Based Intelligent Transportation System’s Information Acquisition Using Deep Learning
Yang Cui, Dongfei Lei · 2023 · IEEE Access
A Multigroups Cooperative Particle Swarm Algorithm for Optimization of Multivehicle Path Planning in Internet of Vehicles
Yong Wang, Fengjun Hu, Huachao Xu, Jianfeng Zeng · 2024 · IEEE Internet of Things Journal
The panorama between COVID-19 pandemic and Artificial Intelligence (AI): Can it be the catalyst for Society 5.0?
Ariful Islam, Mahmuda Islam, Md. Uzir Hossain Uzir, Sazali Abdul Wahab, Ahmad Shaharudin Abdul Latiff · 2020 · International Journal of Scientific Research and Management (IJSRM)
The Smart City Based on AI and Infrastructure
Vinod Kumar Mahor, Sadhna Bijrothiya, Rina Mishra, Romil Rawat, Alpesh Soni · 2022 · Wiley eBooks
Future Digital Twin in Infrastructure Management
Wenjuan Wang, Qasim Zaheer, Shi Qiu, Weidong Wang, Chengbo Ai, Jin Wang, Sicheng Wang, Wenbo Hu · 2023 · Springer eBooks
CNN-Based Classification for Highly Similar Vehicle Model Using Multi-Task Learning
Donny Avianto, Agus Harjoko, FNU Afiahayati · 2022 · Journal of Imaging
An Overview of Use of Artificial Neural Network in Sustainable Transport System
Mohit Nandal, Navdeep Mor, Hemant Sood · 2020 · Advances in intelligent systems and computing
Role of Artificial Intelligence for Development of Intelligent Business Systems
Nehul Singh, Satyendra Singh Chouhan · 2021 · IEEE International Symposium on Smart Electronic Systems (iSES)
Risk-informed collision avoidance system design for maritime autonomous surface ships
Paul Lee, Γεράσιμος Θεοτοκάτος, Evangelos K. Boulougouris, Victor Bolbot · 2023 · Ocean Engineering
The Planning Process of Transport Tasks for Autonomous Vans—Case Study
Jacek Caban, Aleksander Nieoczym, Agnieszka Dudziak, Tomasz Krajka, Mária Stopková · 2022 · Applied Sciences
Prioritizing the Potential Smartification Measures by Using an Integrated Decision Support System with Sustainable Development Goals (a Case Study in Southern Italy)
Giuseppe Guido, Sina Shaffiee Haghshenas, Sami Shaffiee Haghshenas, Alessandro Vitale, Vincenzo Gallelli, Vittorio Astarita · 2022 · Safety
CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis
Alessandro Sebastian Podda, Riccardo Balia, Livio Pompianu, Salvatore Carta, Gianni Fenu, Roberto Saia · 2024 · Digital Signal Processing
Harnessing Artificial Intelligence for Early Detection and Management of Infectious Disease Outbreaks
Amarachukwu Bernaldine Isiaka, Vivian Nonyelum Anakwenze, Chiamaka Rosemary Ilodinso, Chikodili Gladys Anaukwu, Chukwuebuka Mary-Vin Ezeokoli, Samuel Mensah Noi, Gazali Oluwasegun Agboola, Richard Mensah Adonu · 2024 · International Journal of Innovative Research and Development
A machine learning comparison of transportation mode changes from high-speed railway promotion in Thailand
Chinnakrit Banyong, Natthaporn Hantanong, Panuwat Wisutwattanasak, Thanapong Champahom, Kestsirin Theerathitichaipa, Manlika Seefong, Vatanavongs Ratanavaraha, Sajjakaj Jomnonkwao · 2024 · Results in Engineering
Artificial Intelligence Revolutionising the Automotive Sector: A Comprehensive Review of Current Insights, Challenges, and Future Scope
Md Naeem Hossain, Md. Abdur Rahim, Md Mustafizur Rahman, Devarajan Ramasamy · 2025 · Computers, materials & continua/Computers, materials & continua (Print)
Tackling Cyberattacks Through AI-Based Reactive Systems: A Holistic Review and Future Vision
Pantaleone Nespoli, Sergio Bernardez Molina, Pedro Beltran Lopez, Félix Gómez Mármol · 2025 · IEEE Communications Surveys & Tutorials
Artificial Intelligence and Data Analytics for Structural Health Monitoring: A Review of Recent Developments
Shrikant M. Harle, Amol P. Bhagat, Ruchita Ingole, Nilesh Suresh Zanjad · 2025 · Archives of Computational Methods in Engineering
Facilitating artificial intelligence supply chain analytics through finance management during the pandemic crises
M. Sangeetha, Arber H. Hoti, Rashmi Bansal, Mohammed Faez Hasan, Kiran Gajjar, Kingshuk Srivastava · 2021 · Materials Today Proceedings
Introduction to Explainable AI and Intelligent Transportation
Loveleen Gaur, Biswa Mohan Sahoo · 2022 · Springer eBooks