Postdoc Fellow

CONFERENCE PROCEEDINGS

• 40th Asian Conference on Remote Sensing (ACRS 2019), Daejeon, South Korea.
  Title: Spatial Analysis of The Air Pollution Effect on Domestic Violence and Robbery in New South Wales.

CONFERENCE PAPER

• Putra, I. G. B., Susanta, F. F., Tedjo, B. H., & Kuo, P. F. (2025). Interpretable Machine Learning for Crash Severity Analysis of Food Delivery Motorcyclists. Paper presented at the 46th Asian Conference on Remote Sensing (ACRS 2025), Makassar, Indonesia.

• Kuo, P., Gede Brawiswa Putra, I., Ilmy, H. F., Chiu, C. S., & Wu, C. Y. (2018). Defining the related environmental risk factors for motorcycle theft crimes. 2550–2559. Paper presented at 39th Asian Conference on Remote Sensing: Remote Sensing Enabling Prosperity, ACRS 2018, Kuala Lumpur, Malaysia.

• Kuo, P., Hsu, T. P., Gede Brawiswa Putra, I., Ilmy, H. F., Chiu, C. S., & Wu, C. Y. (2018). Defining the effects of traffic violations on crash frequency by applying a spatial panel model. 2126–2135. Paper presented at 39th Asian Conference on Remote Sensing: Remote Sensing Enabling Prosperity, ACRS 2018, Kuala Lumpur, Malaysia.

PUBLICATIONS

2026

• Putra, I. G. B., Kuo, P. F., & Susanta, F. F. (2026). Identifying environmental factors related to pedestrian crash frequency across age groups. Transport Policy, 186, 104235.
  這篇研究以台北市 223 個號誌化路口為研究對象，結合環境、交通、號誌、POI 與 Street View Image perception indicators，並使用 Multiscale Geographically Weighted Negative Binomial Regression (MGWNBR) 分析不同年齡層的行人事故。

• Putra, I. G. B., Kuo, P. F., Susanta, F. F., Tedjo, B. H., & Lord, D. (2026). GeoShapley-based interpretation of older adult pedestrian fatal vs injury crash frequency in dense urban environments. Accident Analysis & Prevention, 230, 108450. DOI: 10.1016/j.aap.2026.108450.

• Tedjo, B. H., Kuo, P. F., Susanta, F. F., & Putra, I. G. B. (2026). Identifying environmental factors related to motorcyclist crash rates: Variable selection using spatial Random Forest with network distance and barriers. Accident Analysis & Prevention, 226, 108362. DOI: 10.1016/j.aap.2025.108362.

2025

• Kuo, P. F., Lin, H. J., Putra, I. G. B., Sulistyah, U. D., Chiu, C. J., & Lord, D. (2025). Examining pedestrian crash frequency and environmental factors for three subgroups of the older adult population: A micro-level analysis. Journal of Safety Research. DOI: 10.1016/j.jsr.2025.06.017.

• Kuo, P. F., Wen, T. H., Chuang, T. W., Chiu, C. S., Ye, Y. J., & Putra, I. G. B. (2025). Comparing micro-level and macro-level models for epidemic diffusion in the metro system. Journal of Simulation, 19(3). DOI: 10.1080/17477778.2024.2321879.

• Putra, I. G. B., Kuo, P. F., Lord, D., Chiu, C. S., Chen, M. K. T., & Hsu, T. P. (published online 2024). Using spatial analysis and variable selection of traffic violations to determine crash frequency. Transportmetrica A: Transport Science. DOI: 10.1080/23249935.2024.2437477.

2024

• Putra, I. G. B., Kuo, P. F., & Lord, D. (2024). Estimating the effectiveness of marked sidewalks: An application of the spatial causality approach. Accident Analysis & Prevention, 206, 107699. DOI: 10.1016/j.aap.2024.107699.

• Kuo, P. F., Hsu, W. T., Lord, D., & Putra, I. G. B. (2024). Classification of autonomous vehicle crash severity: Solving the problems of imbalanced datasets and small sample size. Accident Analysis & Prevention, 205, 107666. DOI: 10.1016/j.aap.2024.107666.

• Kuo, P. F., Sulistyah, U. D., Putra, I. G. B., & Lord, D. (2024). Exploring the spatial relationship of e-bike and motorcycle crashes: Implications for risk reduction. Journal of Safety Research. DOI: 10.1016/j.jsr.2023.11.007.

• Kuo, P. F., Hsu, W. T., Putra, I. G. B., & Sulistyah, U. D. (2024). The proposed model for analyzing off-street parking dynamics: A case study of Taipei City. Transportation Research Part A: Policy and Practice. DOI: 10.1016/j.tra.2024.103965.

2023

• Putra, I. G. B., Kuo, P. F., & Lord, D. (2023). Local Spatial Analysis of the Crash Frequency of Food Delivery Motorcyclists vs. Nondelivery Motorcyclists in relation to Points of Interest. Journal of Advanced Transportation, 2023, 6643649. DOI: 10.1155/2023/6643649.

2021

• Kuo, P. F., & Putra, I. G. B. (2021). Analyzing the relationship between air pollution and various types of crime. PLoS ONE, 16(8), e0255653.

• Kuo, P. F., Huang, T. E., & Putra, I. G. B. (2021). Comparing kriging estimators using weather station data and local greenhouse sensors. Sensors, 21(5), 1–15.

2019

• 陳徐賢、尹杰德、郭佩棻（2019）。空氣污染與不同類型犯罪行為之空間相關性－以澳洲新南威爾斯州為例。航測及遙測學刊，24(1)，1–12。DOI: 10.6574/JPRS.201903_24(1).0001.

2018

• Putra, M., Nuarisanti, I., Sulistyah, U., Putra, I. G. B., & Utama, W. (2018). Analysis of flood by using river flow map from Landsat 8 imaging to mitigate flood and the use of bamboo planting to prevent the flood study case: Kemuning River, Madura. IOP Conference Series: Earth and Environmental Science, 202, 012013. DOI: 10.1088/1755-1315/202/1/012013.

• Putra, M., Nuarisanti, I., Sulistyah, U., Putra, I. G. B., & Utama, W. (2018). Analysis of karst potential using Landsat 8 Imaging and DEM in the District of Sampang, Madura Island, East Java. IOP Conference Series: Earth and Environmental Science, 202, 012008. DOI: 10.1088/1755-1315/202/1/012008.

2016

• Putra, I. G. B., & Cahyadi, M. (2016). Analisis Ketelitian Penetuan Posisi Horisontal Menggunakan Antena GPS Geodetik Ashtech ASH111661 [Accuracy Analysis of Horizontal Position Determination using Ashtech Geodetic GPS Antennas ASH111661]. Jurnal Teknik ITS, 5. DOI: 10.12962/j23373539.v5i2.17159.