Analyzing Risk of Service Failures in Heavy Haul Rail Lines: A Hybrid Approach for Imbalanced Data

Rail breaks arrival rate prediction: A physics-informed data-driven analysis for railway tracks

(2020) Faeze Ghofrani et al.   MEASUREMENT

Predicting rail defect frequency: An integrated approach using fatigue modeling and data analytics

(2019) Faeze Ghofrani et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Exploring the impact of foot-by-foot track geometry on the occurrence of rail defects

(2019) Reza Mohammadi et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Bayesian Survival Approach to Analyzing the Risk of Recurrent Rail Defects

(2019) Faeze Ghofrani et al.   TRANSPORTATION RESEARCH RECORD

Data-driven optimization of railway maintenance for track geometry

(2018) Siddhartha Sharma et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Recent applications of big data analytics in railway transportation systems: A survey

(2018) Faeze Ghofrani et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Learning from class-imbalanced data: Review of methods and applications

(2017) Guo Haixiang et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Big Data Analysis Approach for Rail Failure Risk Assessment

(2017) Ali Jamshidi et al.   RISK ANALYSIS

Spatial prediction of rainfall-induced landslides for the Lao Cai area (Vietnam) using a hybrid intelligent approach of least squares support vector machines inference model and artificial bee colony optimization

(2016) Dieu Tien Bui et al.   Landslides

Risk Intelligence in Big Data Era: A Review and Introduction to Special Issue

(2016) Desheng Wu et al.   IEEE Transactions on Cybernetics

Track geometry defect rectification based on track deterioration modelling and derailment risk assessment

(2015) Qing He et al.   JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY

Risk-Cost-Benefit Analysis for Transportation Corridors with Interval Uncertainties of Heterogeneous Data

(2014) Junrui Xu et al.   RISK ANALYSIS

An Expected Consequence Approach to Route Choice in the Maritime Transportation of Crude Oil

(2013) Atiq Siddiqui et al.   RISK ANALYSIS

Flood Protection Diversification to Reduce Probabilities of Extreme Losses

(2012) Qian Zhou et al.   RISK ANALYSIS

Decision Analysis and Risk Models for Land Development Affecting Infrastructure Systems

(2011) Shital A. Thekdi et al.   RISK ANALYSIS

A Risk Analysis Model in Concurrent Engineering Product Development

(2010) Desheng Dash Wu et al.   RISK ANALYSIS

Understanding and using sensitivity, specificity and predictive values

(2009) Rajul Parikh et al.   INDIAN JOURNAL OF OPHTHALMOLOGY