Advancing post-earthquake structural evaluations via sequential regression-based predictive mean matching for enhanced forecasting in the context of missing data

Reducing the effect of sample bias for small data sets with double‐weighted support vector transfer regression

(2020) Huan Luo et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Image processing based automatic recognition of asphalt pavement patch using a metaheuristic optimized machine learning approach

(2019) Nhat-Duc Hoang   ADVANCED ENGINEERING INFORMATICS

A locally weighted machine learning model for generalized prediction of drift capacity in seismic vulnerability assessments

(2019) Huan Luo et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Machine Learning–Based Backbone Curve Model of Reinforced Concrete Columns Subjected to Cyclic Loading Reversals

(2018) Huan Luo et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Estimating construction duration of diaphragm wall using firefly-tuned least squares support vector machine

(2017) Min-Yuan Cheng et al.   NEURAL COMPUTING & APPLICATIONS

Nearest neighbor imputation algorithms: a critical evaluation

(2016) Lorenzo Beretta et al.   BMC Medical Informatics and Decision Making

Shear Strength Prediction in Reinforced Concrete Deep Beams Using Nature-Inspired Metaheuristic Support Vector Regression

(2016) Jui-Sheng Chou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Bridge Column Maximum Drift Estimation via Computer Vision

(2016) David Lattanzi et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Improved methods for the imputation of missing data by nearest neighbor methods

(2015) Gerhard Tutz et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Data-driven post-earthquake rapid structural safety assessment

(2015) J. A. Goulet et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Automated Damage Index Estimation of Reinforced Concrete Columns for Post-Earthquake Evaluations

(2015) Stephanie G. Paal et al.   JOURNAL OF STRUCTURAL ENGINEERING

Punching shear capacity estimation of FRP-reinforced concrete slabs using a hybrid machine learning approach

(2015) Duy-Thang Vu et al.   Structure and Infrastructure Engineering

Automated Damage Index Estimation of Reinforced Concrete Columns for Post-Earthquake Evaluations

(2015) Stephanie G. Paal et al.   JOURNAL OF STRUCTURAL ENGINEERING

Nonparametric Regression viaStatLSSVM

(2015) Kris De Brabanter et al.   Journal of Statistical Software

Achievements and Challenges in Machine Vision-Based Inspection of Large Concrete Structures

(2014) C. Koch et al.   ADVANCES IN STRUCTURAL ENGINEERING

Tuning multiple imputation by predictive mean matching and local residual draws

(2014) Tim P Morris et al.   BMC Medical Research Methodology

Machine Vision-Enhanced Postearthquake Inspection

(2013) Stephanie German et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Locally linear reconstruction based missing value imputation for supervised learning

(2013) Pilsung Kang   NEUROCOMPUTING

Rapid entropy-based detection and properties measurement of concrete spalling with machine vision for post-earthquake safety assessments

(2012) Stephanie German et al.   ADVANCED ENGINEERING INFORMATICS

Visual retrieval of concrete crack properties for automated post-earthquake structural safety evaluation

(2011) Zhenhua Zhu et al.   AUTOMATION IN CONSTRUCTION