Concepedia

Homa Taghipour

HT

5

Publications

1.2K

Citations

5

H-Index

2019

Active since

Affiliations

University of Illinois Chicago(Current)

Homa Taghipour is an author at University of Illinois Chicago specializing in pattern recognition, engineering, and predictive analytics.

Top concepts

EngineeringPattern RecognitionData ScienceSafety ScienceComputer VisionComputer SciencePredictive AnalyticsStatisticsData MiningDeep Learning

Publications per year

2019–2021

5

Publications

5

Toward safer highways, application of XGBoost and SHAP for real-time accident detection and feature analysis

Amir Bahador Parsa, Ali Movahedi, Homa Taghipour et al. · Accident Analysis & Prevention · 2019 · 941 citations · Full text

Automotive Tracking, Toward Safer Highways, Machine Vision +14

Real-time accident detection: Coping with imbalanced data

Amir Bahador Parsa, Homa Taghipour, Sybil Derrible et al. · Accident Analysis & Prevention · 2019 · 173 citations

Engineering, Data Science, Accident Investigation +9

A dynamic approach to predict travel time in real time using data driven techniques and comprehensive data sources

Homa Taghipour, Amir Bahador Parsa, Abolfazl Mohammadian · Transportation Engineering · 2020 · 32 citations · Full text

Applying Deep Learning to Detect Traffic Accidents in Real Time Using Spatiotemporal Sequential Data

Amir Bahador Parsa, Rishabh Chauhan, Homa Taghipour et al. · arXiv (Cornell University) · 2019 · 20 citations · Full text

Engineering, Machine Learning, Spatiotemporal Data Fusion +20

A novel deep ensemble based approach to detect crashes using sequential traffic data

Homa Taghipour, Amir Bahador Parsa, Rishabh Chauhan et al. · IATSS Research · 2021 · 13 citations · Full text

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