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Ahmed Hossain

A Survey on Deep Tabular Learning
2024 · Somvanshi, Shriyank, Das, Subasish, et al. · arXiv (Cornell University) · 66
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Applying Association Rules Mining to Investigate Pedestrian Fatal and Injury Crash Patterns Under Different Lighting Conditions
2022 · Ahmed Hossain, Xiaoduan Sun, et al. · Transportation Research Record Journal of the Transportation Research Board · 64
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Exploring nighttime pedestrian crash patterns at intersection and segments: Findings from the machine learning algorithm
2023 · Ahmed Hossain, Xiaoduan Sun, et al. · Journal of Safety Research · 37
Exploring Traffic Crash Narratives in Jordan Using Text Mining Analytics
2024 · Shadi Jaradat, Taqwa I. Alhadidi, et al. · IEEE International Conference on Computing and Machine Intelligence (ICMI) · 36
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Identifying roadway departure crash patterns on rural two-lane highways under different lighting conditions: Association knowledge using data mining approach
2023 · Ahmed Hossain, Xiaoduan Sun, et al. · Journal of Safety Research · 36
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Investigating pedestrian-vehicle crashes on interstate highways: Applying random parameter binary logit model with heterogeneity in means
2024 · Ahmed Hossain, Xiaoduan Sun, et al. · Accident Analysis & Prevention · 35
Case Study on the Traffic Collision Patterns of E-Scooter Riders
2023 · Subasish Das, Ahmed Hossain, et al. · Transportation Research Record Journal of the Transportation Research Board · 29
Investigating pedestrian crash patterns at high-speed intersection and road segments: Findings from the unsupervised learning algorithm
2023 · Ahmed Hossain, Xiaoduan Sun, et al. · International Journal of Transportation Science and Technology · 28
Exploring association of contributing factors to pedestrian fatal and severe injury crashes under dark-no-streetlight condition
2023 · Ahmed Hossain, Xiaoduan Sun, et al. · IATSS Research · 28
Crashes involving distracted pedestrians: Identifying risk factors and their relationships to pedestrian severity levels and distraction modes
2023 · Md Mahmud Hossain, Huaguo Zhou, et al. · Accident Analysis & Prevention · 27
Crash Contributing Factors and Patterns Associated with Fatal Truck-Involved Crashes in Bangladesh: Findings from the Text Mining Approach
2023 · Ahmed Hossain, Xiaoduan Sun, et al. · Transportation Research Record Journal of the Transportation Research Board · 24
Investigating patterns of freeway crashes in Jordan: Findings from a text mining approach
2025 · Shadi Jaradat, Taqwa I. Alhadidi, et al. · Results in Engineering · 22
Unraveling the complex relationship between weather conditions and traffic safety
2024 · Subasish Das, Swastika Barua, et al. · Journal of Transportation Safety & Security · 22
Assessing motorcyclist injury severity on curved road segments with temporal dynamics and unobserved heterogeneity
2025 · Monire Jafari, Michael Starewich, et al. · Scientific Reports · 16
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Investigating older driver crashes on high-speed roadway segments: a hybrid approach with extreme gradient boosting and random parameter model
2024 · Ahmed Hossain, Xiaoduan Sun, et al. · Transportmetrica A Transport Science · 16
Toll road crash severity using mixed logit model incorporating heterogeneous mean structures
2024 · Subasish Das, Monire Jafari, et al. · Transportmetrica A Transport Science · 14
Single-vehicle roadway departure crashes at rural two-lane highway curved segments: A diagnosis using pattern recognition
2023 · Ahmed Hossain, Xiaoduan Sun, et al. · International Journal of Transportation Science and Technology · 14
A Survey on Tabular Data: From Tree-based Methods to Tabular Deep Learning
2026 · Shriyank Somvanshi, Subasish Das, et al. · ACM Computing Surveys · 13
Exploring Attribute Associations in Pedestrian-Involved Hit-and-Run Crashes through Cluster Correspondence Analysis
2024 · M. Ashifur Rahman, Subasish Das, et al. · Transportation Research Record Journal of the Transportation Research Board · 12
Critical risk factors associated with fatal/severe crash outcomes in personal mobility device rider at-fault crashes: A two-step inter-cluster rule mining technique
2024 · Reuben Tamakloe, Kaihan Zhang, et al. · Accident Analysis & Prevention · 12
Safety evaluation of centerline rumble strips on rural two-lane undivided highways: Application of intervention time series analysis
2023 · Ahmed Hossain, Xiaoduan Sun, et al. · IATSS Research · 11
Exploring the factors affecting injury severity in highway and non-highway crashes in Bangladesh applying machine learning and SHAP
2025 · Nazmus Sakib, Tonmoy Paul, et al. · IATSS Research · 10
Ambulance crash risk dynamics: a baseline (2017–2019) vs. pandemic-era (2020–2022) comparative study using a random parameter logit model
2025 · Ahmed Hossain, Swastika Barua, et al. · Transportmetrica A Transport Science · 9
Perception of cyber attacks on automated vehicles and its influence on road sharing and ridership: Insights of the US perspective from a 2021 nationwide survey
2025 · Abdallah Kinero, Francisca Kasubi, et al. · Transportation Research Part F Traffic Psychology and Behaviour · 8
Behavioral and psychological determinants of pedestrian collisions on arterial roads with evidence from random parameter models
2025 · Ahmed Hossain, Subasish Das, et al. · Scientific Reports · 6
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Works count: 49
Citation count: 630
H-index: 15
I10-index: 22
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