Author

Natthaporn Hantanong

Institution: Suranaree University of Technology

Observed institution: Suranaree University of Technology

ORCID: 0009-0008-7433-0017

Observed ORCID: 0009-0008-7433-0017

OpenAlex ID: A5093336301

A machine learning comparison of transportation mode changes from high-speed railway promotion in Thailand

2024 · Chinnakrit Banyong, Natthaporn Hantanong, et al. · Results in Engineering · 23

Contributing factors to near-miss experiences of motorcyclists in Thailand: A random parameter probit model approach

2023 · Sajjakaj Jomnonkwao, Thanapong Champahom, et al. · Heliyon · 12

Analyzing High-Speed Rail’s Transformative Impact on Public Transport in Thailand Using Machine Learning

2025 · Chinnakrit Banyong, Natthaporn Hantanong, et al. · Infrastructures · 8

Assessing the Self-Report Instruments of Younger Versus Older Riders Involved in Near-Miss Motorcycle Incidents

2024 · Natthaporn Hantanong, Sajjakaj Jomnonkwao, et al. · Civil Engineering Journal · 8

Machine Learning-Based Analysis of Travel Mode Preferences: Neural and Boosting Model Comparison Using Stated Preference Data from Thailand’s Emerging High-Speed Rail Network

2025 · Chinnakrit Banyong, Natthaporn Hantanong, et al. · Big Data and Cognitive Computing · 7

Analyzing Near-Miss Incidents and Risky Riding Behavior in Thailand: A Comparative Study of Urban and Rural Areas

2023 · Sajjakaj Jomnonkwao, Natthaporn Hantanong, et al. · Safety · 6

Analysis of motorcycle rider behavior and attitudes in urban and rural environments: comparative study utilizing a motorcycle rider behavior questionnaire

2025 · Duangdao Watthanaklang, Chinnakrit Banyong, et al. · Case Studies on Transport Policy · 5

Works count: 8

Citation count: 78

H-index: 6

I10-index: 2