Metaheuristic least squares support vector machine-based lateral strength modelling of reinforced concrete columns subjected to earthquake loads

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

(2021) Huan Luo et al.   ADVANCED ENGINEERING INFORMATICS

Seismic design and subassemblage tests of buckling-restrained braced RC frames with shear connector gusset connections

(2021) Jiulin Bai et al.   ENGINEERING STRUCTURES

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

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 Failure Mode Recognition of Circular Reinforced Concrete Bridge Columns: Comparative Study

(2019) Sujith Mangalathu et al.   JOURNAL OF STRUCTURAL ENGINEERING

Machine learning algorithms for structural performance classifications and predictions: Application to reinforced masonry shear walls

(2019) Ahmad Siam et al.   Structures

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

Load-Capacity Rating of Bridge Populations through Machine Learning: Application of Decision Trees and Random Forests

(2017) Mohamad Alipour et al.   Journal of Bridge Engineering

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

Assessment of artificial neural network and genetic programming as predictive tools

(2015) Amir H. Gandomi et al.   ADVANCES IN ENGINEERING SOFTWARE

Smart Artificial Firefly Colony Algorithm-Based Support Vector Regression for Enhanced Forecasting in Civil Engineering

(2015) Jui-Sheng Chou et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Experimental Study and Numerical Model Calibration for Earthquake-Induced Collapse of RC Frames with Emphasis on Key Columns, Joints, and the Overall Structure

(2015) Linlin Xie et al.   JOURNAL OF EARTHQUAKE 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

Nonparametric Regression viaStatLSSVM

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

Linear genetic programming for shear strength prediction of reinforced concrete beams without stirrups

(2014) Amir H. Gandomi et al.   APPLIED SOFT COMPUTING

Statistical models for shear strength of RC beam-column joints using machine-learning techniques

(2014) Jong-Su Jeon et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Cyclic loading test for reinforced concrete columns with continuous rectangular and polygonal hoops

(2014) Tae-Sung Eom et al.   ENGINEERING STRUCTURES

Seismic shear strength and deformation of RC columns failed in flexural shear

(2014) Qin Zhang et al.   MAGAZINE OF CONCRETE RESEARCH

Evolutionary multivariate adaptive regression splines for estimating shear strength in reinforced-concrete deep beams

(2013) Min-Yuan Cheng et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Risk Score Inference for Bridge Maintenance Project Using Evolutionary Fuzzy Least Squares Support Vector Machine

(2012) Min-Yuan Cheng et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

M5 model tree for pier scour prediction using field dataset

(2012) Mahesh Pal et al.   KSCE Journal of Civil Engineering

Assessment of M5′ model tree and classification and regression trees for prediction of scour depth below free overfall spillways

(2012) Mehrshad Samadi et al.   NEURAL COMPUTING & APPLICATIONS

Support vector regression based shear strength modelling of deep beams

(2011) Mahesh Pal et al.   COMPUTERS & STRUCTURES

Rotation-Based Shear Failure Model for Lightly Confined RC Columns

(2011) Wassim M. Ghannoum et al.   JOURNAL OF STRUCTURAL ENGINEERING

Coupled Simulated Annealing

(2009) S. Xavier-de-Souza et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Seismic response of r.c. columns with smooth reinforcement. Part II: Cyclic tests

(2008) Gerardo Mario Verderame et al.   ENGINEERING STRUCTURES

SVMs Modeling for Highly Imbalanced Classification

(2008) Yuchun Tang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS