2023 Archives - KAIST IMPACTs

Dynamic urban traffic rerouting with fog‐cloud reinforcement learning

2024.02.02

Du, Runjia; Chen, Sikai; Dong, Jiqian; Chen, Tiantian; Fu, Xiaowen; Labi, Samuel
Computer-Aided Civil and Infrastructure Engineering

2023, HFACTS

Why did the AI make that decision? Towards an explainable artificial intelligence (XAI) for autonomous driving systems

2024.02.02

Dong, Jiqian; Chen, Sikai; Miralinaghi, Mohammad; Chen, Tiantian; Li, Pei; Labi, Samuel
Transportation Research Part C: Emerging Technologies 156, 104358

2023, HFACTS

Role of income on travel behavior in polluted air

2023.12.20

Kim, Suji; Ko, Yekang; Jang, Kitae
Journal of Transport & Health 33, 101705

2023, TOPS

Tour-based Personalized Trip Analysis and Calibration Method for Activity-based Traffic Demand Modelling

2023.11.22

Yoo, Yegi; Kang, Heechan; Yoo, Seungmo; Oh, Taeho
The Journal of the Korea Institute of Intelligent Transport Systems 22(6) 32-48 (2023)

2023, TUPA

Non-linear impacts of COVID-19 pandemic on human mobility: Lessons from its variations across three pandemic waves

2023.11.20

Kim, Suji; Jang, Kitae; Yeo, Jiho
Sustainable Cities and Society 97, 104769

2023, TOPS

Entity Embeddings for Enhancing Feasible and Diverse Population Synthesis in a Deep Generative Models

2023.11.06

Kwon, Donghyun; Oh, Taeho; Yoo, Seungmo; Kang, Heechan
The Journal of the Korea Institute of Intelligent Transport Systems 22(6) 17-31 (2023)

2023, TUPA

Stability of factors influencing walking-along-the-road pedestrian injury severity outcomes under different lighting conditions: a random parameters logit approach with heterogeneity in means and out-of-sample predictions

2023.10.11

Tamakloe, Reuben; Adanu, Emmanuel Kofi; Atandzi, Jonathan; Das, Subasish; Lord, Dominique; Park, Dongjoo
Accident Analysis & Prevention 193, 107333

2023, TUPA

Distributional prediction of short-term traffic using neural networks

2023.08.31

Wang, Bo; Vu, Hai L.; Kim, Inhi; Cai, Chen
Engineering Applications of Artificial Intelligence 126, 107061

2023, TUPA

Key factors affecting motorcycle-barrier crash severity: an innovative cluster-regression technique

2023.07.03

Tamakloe, Reuben; Das, Subasish; Adanu, Emmanuel Kofi; Park, Dongjoo
Transportmetrica A: Transport Science 1-25

2023, TUPA

Discovering latent topics and trends in autonomous vehicle-related research: A structural topic modeling approach

2023.06.01

Tamakloe, Reuben; Park, Dongjoo
Transport Policy

2023, TUPA