PCA-based missing information imputation for real-time crash likelihood prediction under imbalanced data

Real-time crash prediction in an urban expressway using disaggregated data

(2018) Franco Basso et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Robust tensor decomposition based on Cauchy distribution and its applications

(2017) Yuankai Wu et al.   NEUROCOMPUTING

Matrix and Tensor Based Methods for Missing Data Estimation in Large Traffic Networks

(2016) Muhammad Tayyab Asif et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Missing value imputation for the analysis of incomplete traffic accident data

(2016) Rupam Deb et al.   INFORMATION SCIENCES

Trend Modeling for Traffic Time Series Analysis: An Integrated Study

(2015) Li Li et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A random forests approach to prioritize Highway Safety Manual (HSM) variables for data collection

(2015) Dibakar Saha et al.   JOURNAL OF ADVANCED TRANSPORTATION

A dynamic Bayesian network model for real-time crash prediction using traffic speed conditions data

(2015) Jie Sun et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

A hybrid approach to integrate fuzzy C-means based imputation method with genetic algorithm for missing traffic volume data estimation

(2015) Jinjun Tang et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Development of a Control Strategy of Variable Speed Limits to Reduce Rear-End Collision Risks Near Freeway Recurrent Bottlenecks

(2014) Zhibin Li et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Application of Stochastic Gradient Boosting Technique to Enhance Reliability of Real-Time Risk Assessment

(2014) Mohamed M. Ahmed et al.   TRANSPORTATION RESEARCH RECORD

Use of Support Vector Machine Models for Real-Time Prediction of Crash Risk on Urban Expressways

(2014) Jian Sun et al.   TRANSPORTATION RESEARCH RECORD

Utilizing Microscopic Traffic and Weather Data to Analyze Real-Time Crash Patterns in the Context of Active Traffic Management

(2013) Rongjie Yu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Missing traffic data: comparison of imputation methods

(2013) Yuebiao Li et al.   IET Intelligent Transport Systems

Efficient missing data imputing for traffic flow by considering temporal and spatial dependence

(2013) Li Li et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

A tensor-based method for missing traffic data completion

(2013) Huachun Tan et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Using the Bayesian updating approach to improve the spatial and temporal transferability of real-time crash risk prediction models

(2013) Chengcheng Xu et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Rear-end crash potential estimation in the work zone merging areas

(2012) Jinxian Weng et al.   JOURNAL OF ADVANCED TRANSPORTATION

A data fusion framework for real-time risk assessment on freeways

(2012) Mohamed Ahmed et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

The Viability of Using Automatic Vehicle Identification Data for Real-Time Crash Prediction

(2011) Mohamed M. Ahmed et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

PPCA-Based Missing Data Imputation for Traffic Flow Volume: A Systematical Approach

(2009) Li Qu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

RUSBoost: A Hybrid Approach to Alleviating Class Imbalance

(2009) Chris Seiffert et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS

Assessing Safety on Dutch Freeways with Data from Infrastructure-Based Intelligent Transportation Systems

(2009) Mohamed Abdel-Aty et al.   TRANSPORTATION RESEARCH RECORD