Unveiling the relevance of traffic enforcement cameras on the severity of vehicle–pedestrian collisions in an urban environment with machine learning models

Modelling road traffic collisions using clustered zones based on Foursquare data in Medellín

(2021) Juan Pineda-Jaramillo et al.   Case Studies on Transport Policy

Determination of bubble point pressure and oil formation volume factor: Extra trees compared with LSSVM-CSA hybrid and ANFIS models

(2020) Masoud Seyyedattar et al.   FUEL

Data Mining and Machine Learning Methods for Sustainable Smart Cities Traffic Classification: A Survey

(2020) Muhammad Shafiq et al.   Sustainable Cities and Society

A gradient boost approach for predicting near-road ultrafine particle concentrations using detailed traffic characterization

(2020) Junshi Xu et al.   ENVIRONMENTAL POLLUTION

The relationships between correct helmet use, enforcement presence, and mortality in a Latin-America city: The case study of Bogotá, Colombia

(2020) Luis A. Guzman et al.   Traffic Injury Prevention

Pedestrian Safety and Driver Yielding Near Public Transit Stops

(2019) Curtis M. Craig et al.   TRANSPORTATION RESEARCH RECORD

A comparative study on machine learning based algorithms for prediction of motorcycle crash severity

(2019) Lukuman Wahab et al.   PLoS One

Macroscopic Spatial Analysis of Pedestrian Crashes in Medellin, Colombia

(2018) Cristhian Lizarazo et al.   TRANSPORTATION RESEARCH RECORD

Influence of Socioeconomic Conditions on Crash Injury Severity for an Urban Area in a Developing Country

(2018) Rodrigo Mesa-Arango et al.   TRANSPORTATION RESEARCH RECORD

The complex relationship between increases to speed limits and traffic fatalities: Evidence from a meta-analysis

(2018) José I. Castillo-Manzano et al.   SAFETY SCIENCE

A comparative study of machine learning classifiers for modeling travel mode choice

(2017) Julian Hagenauer et al.   EXPERT SYSTEMS WITH APPLICATIONS

Dynamic feature scaling for online learning of binary classifiers

(2017) Danushka Bollegala   KNOWLEDGE-BASED SYSTEMS

Crash prediction with behavioral and physiological features for advanced vehicle collision avoidance system

(2017) Yutao Ba et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Alcohol intoxication in non-motorised road trauma

(2016) Biswadev Mitra et al.   Emergency Medicine Australasia

Road trauma among young Australians: Implementing policy to reduce road deaths and serious injury

(2016) Clara Walker et al.   Traffic Injury Prevention

Injury pattern in lethal motorbikes-pedestrian collisions, in the area of Barcelona, Spain

(2016) M. Carmen Rebollo-Soria et al.   Journal of Forensic and Legal Medicine

Pokémon GO—A New Distraction for Drivers and Pedestrians

(2016) John W. Ayers et al.   JAMA Internal Medicine

A proposal for evolutionary fuzzy systems using feature weighting: Dealing with overlapping in imbalanced datasets

(2015) Saleh Alshomrani et al.   KNOWLEDGE-BASED SYSTEMS

Transit service quality analysis using cluster analysis and decision trees: a step forward to personalized marketing in public transportation

(2015) Juan de Oña et al.   TRANSPORTATION

Dealing with Imbalanced Dataset: A Re-sampling Method Based on the Improved SMOTE Algorithm

(2013) Wei Xue et al.   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Survey About Pedestrian Safety and Attitudes Toward Automated Traffic Enforcement in Washington, D.C.

(2013) Jessica B. Cicchino et al.   Traffic Injury Prevention

Risk of Fatal Injury in Older Adult Drivers, Passengers, and Pedestrians

(2012) Jonathan J. Rolison et al.   JOURNAL OF THE AMERICAN GERIATRICS SOCIETY

Regularized orthogonal linear discriminant analysis

(2012) Wai-Ki Ching et al.   PATTERN RECOGNITION

Risk Factors in Motorcyclist Fatalities in Taiwan

(2012) Rong-Chang Jou et al.   Traffic Injury Prevention

Implementation of Targeted Pedestrian Traffic Enforcement Programs in an Urban Environment

(2012) Peter T. Savolainen et al.   TRANSPORTATION RESEARCH RECORD

AUC-RF: A New Strategy for Genomic Profiling with Random Forest

(2011) M. Luz Calle et al.   HUMAN HEREDITY

Comparison of k-nearest neighbor, quadratic discriminant and linear discriminant analysis in classification of electromyogram signals based on the wrist-motion directions

(2010) Kang Soo Kim et al.   CURRENT APPLIED PHYSICS

Automobile Versus Pedestrian Injuries: Does Gender Matter?

(2008) Margaret J. Starnes et al.   JOURNAL OF EMERGENCY MEDICINE