Application of Stochastic Gradient Boosting Approach to Early Prediction of Safety Accidents at Construction Site

Estimating tree canopy cover percentage in a mediterranean silvopastoral systems using Sentinel-2A imagery and the stochastic gradient boosting algorithm

(2017) Sérgio Godinho et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Predicting Safety Risks in Deep Foundation Pits in Subway Infrastructure Projects: Support Vector Machine Approach

(2017) Ying Zhou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

PDC-SGB: Prediction of effective drug combinations using a stochastic gradient boosting algorithm

(2017) Qian Xu et al.   JOURNAL OF THEORETICAL BIOLOGY

Application of machine learning to construction injury prediction

(2016) Antoine J.-P. Tixier et al.   AUTOMATION IN CONSTRUCTION

Feasibility of stochastic gradient boosting approach for predicting rockburst damage in burst-prone mines

(2016) Jian ZHOU et al.   TRANSACTIONS OF NONFERROUS METALS SOCIETY OF CHINA

Decision tree analysis of construction fall accidents involving roofers

(2015) Gulgun Mistikoglu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Neural Network Model for the Prediction of Safe Work Behavior in Construction Projects

(2015) D. A. Patel et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Comparative performance of six supervised learning methods for the development of models of hard rock pillar stability prediction

(2015) Jian Zhou et al.   NATURAL HAZARDS

Neural Network Model for the Prediction of Safe Work Behavior in Construction Projects

(2015) D. A. Patel et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Application of Boosting Regression Trees to Preliminary Cost Estimation in Building Construction Projects

(2015) Yoonseok Shin   Computational Intelligence and Neuroscience

A formwork method selection model based on boosted decision trees in tall building construction

(2012) Yoonseok Shin et al.   AUTOMATION IN CONSTRUCTION

MACHINE LEARNING METHODS FOR DETECTING PATTERNS OF MANAGEMENT FRAUD

(2012) David G. Whiting et al.   COMPUTATIONAL INTELLIGENCE

Diffusion of Safety Innovations in the Construction Industry

(2011) Behzad Esmaeili et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Explaining and predicting workplace accidents using data-mining techniques

(2011) T. Rivas et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Estimate at Completion for construction projects using Evolutionary Support Vector Machine Inference Model

(2010) Min-Yuan Cheng et al.   AUTOMATION IN CONSTRUCTION

Application of AdaBoost to the Retaining Wall Method Selection in Construction

(2009) Yoonseok Shin et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Software reliability prediction by soft computing techniques

(2007) N. Raj Kiran et al.   JOURNAL OF SYSTEMS AND SOFTWARE