Prediction model of crash severity in imbalanced dataset using data leveling methods and metaheuristic optimization algorithms

Handling Imbalance Classification Virtual Screening Big Data Using Machine Learning Algorithms

(2021) Sahar K. Hussin et al.   COMPLEXITY

Injury severity prediction model for two-wheeler crashes at mid-block road sections

(2020) Anju K. Panicker et al.   INTERNATIONAL JOURNAL OF CRASHWORTHINESS

Exploring the Injury Severity Risk Factors in Fatal Crashes with Neural Network

(2020) Arshad Jamal et al.   International Journal of Environmental Research and Public Health

Analysis of Factors Affecting Hit-and-Run and Non-Hit-and-Run in Vehicle-Bicycle Crashes: A Non-Parametric Approach Incorporating Data Imbalance Treatment

(2019) Bei Zhou et al.   Sustainability

Severity prediction of motorcycle crashes with machine learning methods

(2019) Lukuman Wahab et al.   INTERNATIONAL JOURNAL OF CRASHWORTHINESS

Improved Support Vector Machine Models for Work Zone Crash Injury Severity Prediction and Analysis

(2019) Seyedmirsajad Mokhtarimousavi et al.   TRANSPORTATION RESEARCH RECORD

Analysis of Rear-End Crash on Thai Highway: Decision Tree Approach

(2019) Thanapong Champahom et al.   JOURNAL OF ADVANCED TRANSPORTATION

Implementation of machine-learning classification in remote sensing: an applied review

(2018) Aaron E. Maxwell et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

(2018) Franco Basso 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

Modeling severity of single vehicle run-off-road crashes in rural areas: model comparison and selection

(2016) Linfeng Gong et al.   CANADIAN JOURNAL OF CIVIL ENGINEERING

Modelling pedestrian crash severity at mid-blocks

(2016) Alireza Toran Pour et al.   Transportmetrica A-Transport Science

Analysis of traffic accident severity using Decision Rules via Decision Trees

(2013) Joaquín Abellán et al.   EXPERT SYSTEMS WITH APPLICATIONS

Bicycle Crashes in Different Riding Environments in the Australian Capital Territory

(2013) Liz De Rome et al.   Traffic Injury Prevention

Design and economic optimization of shell-and-tube heat exchangers using biogeography-based (BBO) algorithm

(2012) Amin Hadidi et al.   APPLIED THERMAL ENGINEERING

Comparison of Severity of Motorcyclist Injury by Crash Types

(2012) William H. Schneider et al.   TRANSPORTATION RESEARCH RECORD

Analysis of Motorcycle Crashes in Texas with Multinomial Logit Model

(2012) Srinivas Reddy Geedipally et al.   TRANSPORTATION RESEARCH RECORD

Pedestrian detection for intelligent transportation systems combining AdaBoost algorithm and support vector machine

(2011) Lie Guo et al.   EXPERT SYSTEMS WITH APPLICATIONS

Blended biogeography-based optimization for constrained optimization

(2010) Haiping Ma et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

An unsupervised self-organizing learning with support vector ranking for imbalanced datasets

(2010) Yok-Yen Nguwi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Invasive Weed Optimization and its Features in Electromagnetics

(2010) S. Karimkashi et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Design of Non-Uniform Circular Antenna Arrays Using a Modified Invasive Weed Optimization Algorithm

(2010) Gourab Ghosh Roy et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Motorcyclist injury severity in angle crashes at T-junctions: Identifying significant factors and analysing what made motorists fail to yield to motorcycles

(2009) Chih-Wei Pai   SAFETY SCIENCE

Cluster-based under-sampling approaches for imbalanced data distributions

(2008) Show-Jane Yen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Biogeography-Based Optimization

(2008) D. Simon   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION