A random thresholds random parameters hierarchical ordered probit analysis of highway accident injury-severities

G Fountas, PC Anastasopoulos - Analytic methods in accident research, 2017 - Elsevier
This study uses highway accident data collected in the State of Washington, between 2011
and 2013, to study the factors that affect accident injury-severities. To account for the fixed …

Simultaneous estimation of discrete outcome and continuous dependent variable equations: A bivariate random effects modeling approach with unrestricted …

MT Sarwar, G Fountas, PC Anastasopoulos - Analytic Methods in Accident …, 2017 - Elsevier
This paper proposes a novel methodology to simultaneously model discrete outcome
(binary) and continuous dependent variables. The proposed modeling framework addresses …

[PDF][PDF] Time series classification using imbalanced learning for real-time safety assessment

C Katrakazas, C Antoniou, G Yannis - Proceedings of the Transportation …, 2019 - nrso.ntua.gr
ABSTRACT 1 The probability of estimating a traffic collision happening in real-time primarily
depends on comparing 2 traffic conditions just before a collision with traffic conditions during …

[PDF][PDF] Development of RApid Response (RARE) system for motorway bridges: Overview and pilot application to Attiki Odos motorway

I Anastasopoulos, PC Anastasopoulos… - ISSMGE International …, 2018 - researchgate.net
Safety of motorway users in case of a strong seismic event is directly related to the
performance of infrastructure elements, especially motorway bridges. Preventive closure …

[LLIBRE][B] Effectiveness of various public private partnership pavement rehabilitation treatments: A big data informatics survival analysis of pavement service life

D David - 2017 - search.proquest.com
Past research efforts have used a wide variety of methodological approaches to analyze
pavement performance indicators, pavement rehabilitation treatments, and pavement …