International Journal of Intelligent Transportation Systems Research

Clustering Approach to Identifying and Analyzing the Traffic Conditions: A Novel Hybrid Cloud Density and Fuzzy Clustering Algorithm

Mahdi Banihosseini, Vahid Baradaran, Mohammad Hadi Doroudyan

Mathematical Model to Evaluate the Impact of Power Supply Constraint for Electric Vehicles on Transportation Network

• Open Access

Yuki Nakajima, Hiroshi Shimamoto

Designing and Developing a Model for Detecting Unusual Condition in Urban Street Network

Mani Hazeghi, Mahmoud Saffarzadeh, Babak Mirbaha

Multi Path Real-time Semantic Segmentation Network in Road Scenarios

Gao Pengfei, Tian Xiaolong, Liu Cuihong, Yang Chenfei

A LIDAR-based Traffic Data Classification Framework for Indian Urban Traffic

Prajwal Shettigar J, Arun K Tangirala, Lelitha Devi Vanajakshi

Sustainable Smart Parking Site Selection with Charging Stations for Electric and Hybrid Vehicles

Onur Derse

A Traffic Anomaly Detection Method Using Traffic Flow Vectors During Heavy Rainfall

• Open Access

Kensuke Hirata, Yosuke Kawasaki, Takahiro Yoshida

Predicting the Duration of Traffic Incidents for Sydney Greater Metropolitan Area using Machine Learning Methods

• Research Paper

Artur Grigorev, Sajjad Shafiei, Hanna Grzybowska, Adriana-Simona Mihăiţă

Driving towards Sustainability: Understanding Drivers and Barriers in Adoption of Green Mobility

Rakesh Jha, Mukesh Kumar Singh

Counting Mixed Traffic Volumes at Motorcycle-Dominated Intersections by Using Computer Vision

Tam Vu, Hong Nam Thai, Viet Ngoc Pham, Huy Tuan Vu, Anh Tuan Luong, Thien Van Luong

Can Autonomous Vehicles Enhance Safety in Heterogeneous Disordered Traffic Conditions? A Simulation-based Exploratory Study

Rajkumari Fulwadiya, Udit Jain, Anshuman Sharma, Ankit Kathuria

Deep Q-learning Network-based Imbalanced Classification for Fatality Prediction of Single-Vehicle Motorcycle Crashes

• Open Access
• Research Paper

Dodi Zulherman, Jia Yang, Kosuke Shimizu, Yasunari Yokota

Distributed Data Processing Optimization Based on Edge Computing in Intelligent Transportation System

Wei Li, Lina Wang

A Bayesian Method for Real-time Unsupervised Detection of Anomalous Road Vehicle Trajectories

Thinh Hoang Dinh, Vincent Martinez, Pierre Maréchal, Daniel Delahaye

Coupling Machine Learning and Visualization Approaches to Individual- and Road-level Driving Behavior Analysis in a V2X Environment

Xuantong Wang, Jing Li, Theo Canji, Tong Zhang

Trajectory and Motion Prediction of Autonomous Vehicles Driving Assistant System using Distributed Discriminator Based Bi-Directional Long Short Term Memory Model

Sushila Umesh Ratre, Bharti Joshi

Enhancing Traffic Incident Management with Large Language Models: A Hybrid Machine Learning Approach for Severity Classification

Artur Grigorev, Khaled Saleh, Yuming Ou, Adriana-Simona Mihăiţă

Braking Detection and Prediction with Inter-vehicle Distance Estimated from Driving Videos

Hanwei Zhang, Shintaro Ono, Hiroshi Kawasaki

Generative AI and Online Learning Based Road Rage and Aggressive Driving Detection

Subramanian Arumugam, R. Bhargavi

Optimizing Road Networks: A Graph-Based Analysis with Path-finding and Learning Algorithms

Muthuvel P, Pandiyan G, Manickam S, Rajesh C

Edge Based Intelligent Secured Vehicle Filtering and Tracking System Using YOLO and EasyOCR

K. N. Apinaya Prethi, Satheeshkumar Palanisamy, S. Nithya, Ayodeji Olalekan Salau

Long Short Term Memory Based Traffic Prediction Using Multi-Source Data

• Open Access

Matti Leinonen, Ahmed Al-Tachmeesschi, Banu Turkmen, Nahid Atashi, Laura Ruotsalainen

Spatiotemporal Bus Arrival Prediction Using ConvLSTM and CTGANs-augmented Data

Archana Nigam

Spatial Network-Wide Traffic Flow Imputation with Graph Neural Network

Sina Sabzekar, Rezvan Bahmani, Masoud Ghasemi, Zahra Amini

Dynamic Occupancy Rate for Shared Taxi Mobility-on-Demand Services through LSTM and PER-DQN

Ensiyeh Javaherian Pour, Mohammad Saadi Mesgari, Mahdi Farnaghi

Impact of Buffer Time on Driving Behavior in Level-3 Autonomous Vehicles

• Open Access

Abdu Arslanyilmaz, Todd Jones, Nicholas A. Labrie, Durmus V. Doner

Attitudes of Person at Driver’s Seat of Level 3–4 Automated Vehicle Affect Human Driver Entering Roadway

• Open Access

Hidehiro Saeki, Kazunori Shidoji

Simulation of Pedestrian Behaviour in Traffic Situations Using Risk-Based A* Pathfinding

• Open Access

Tobias Rinnert, Corinna Köpke, Antonio Kruse, Mirjam Fehling-Kaschek, Florian Lüttner, Alexander Stolz

Multi-sensor Fusion Perception of Vehicle Environment and its Application in Obstacle Avoidance of Autonomous Vehicle

Wenchao Li, Xiaohang Wan, Zhihao Ma, Yang Hu

Two-Tier Parallel Virtual Lattice Layers for Enhanced Efficiency in Video Traffic Management

Manipriya Sankaranarayanan, K. SivaSai

A Freight Truck Stopping Behavior Prediction Approach Based on Trajectory Dataset

Yikun Guo, Lianghua Li, Ziwei Sun, Jianwei Wang, Xin Fu

Development of a Sustainable National Traffic Information Notification System: A GNSS-Based with Enhanced-LSTM for Urban Road Traffic Speed Forecasting

Do Van Manh, Dinh Tuan Hai

Analysis of Interruption Effect on Density Differences in Traffic Flow using a Lattice Model under Connected Vehicles Environment

Shubham Mehta, Poonam Redhu

Qualitative and Quantitative Assessment of Public Minibus Taxi Driving

Nomfundo Cele, Alain Kibangou, Walter Musakwa

Real Time Implementation of Inter-Car Distance Based on an Intelligent Stereovision System for Autonomous Vehicles

Mohamed Sejai, Anass Mansouri, Saad Dosse Bennani, Yassine Ruichek

The Application of ETC2.0 Probe Data and Network Clustering in Investigating Urban Mobility Patterns During an Extreme Snow Event

Tran Vinh Ha, Mikiharu Arimura

How do Regional Travelers Perceive Driverless Transit Services? Preliminary Insights from an Integrated Choice and Latent Variable Model

• Open Access

Anne S. Patricio, Gonçalo Gonçalves Duarte Santos, António Pais Antunes

Modeling the Distributions of Taxi Supply

Sooksan Panichpapiboon

Abnormal Driving Behavior Detection: A Machine and Deep Learning Based Hybrid Model

• Open Access

Md. Ashraf Uddin, Nibir Hossain, Asif Ahamed, Md Manowarul Islam, Ansam Khraisat, Ammar Alazab, Md. Khabir Uddin Ahamed, Md. Alamin Talukder

Design and Analysis of Visual Vehicle Tracking System for Traffic Surveillance Using Deep Learning

Muhammad Amir Mohd Nazri, Fahmi Samsuri, Vigneswaran Narayanamurthy

ZST-CBTM: Trajectory and Motion Prediction of Autonomous Vehicles Using Advanced Deep Learning Model

Sushila Umesh Ratre, Bharti Joshi

Time-series Multivariate Multistep Traffic Flow Forecasting using Temporal Fusion Transformers

Saadman Sakif Arnob, Ali Abir Shuvro, Saadman Rahman, Md. Moniruzzaman, Md. Sakhawat Hossen