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

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

Hybrid artificial neural network and locally weighted regression models for lane-based short-term urban traffic flow forecasting

(2018) Asif Raza et al.   TRANSPORTATION PLANNING AND TECHNOLOGY

Trees vs Neurons: Comparison between random forest and ANN for high-resolution prediction of building energy consumption

(2017) Muhammad Waseem Ahmad et al.   ENERGY AND BUILDINGS

Reverse adaptive krill herd locally weighted support vector regression for forecasting and trading exchange traded funds

(2017) Georgios Sermpinis et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Locally weighted regression models for surrogate-assisted design optimization

(2017) Bastien Talgorn et al.   OPTIMIZATION AND ENGINEERING

Evolutionary Polynomial Regression–Based Statistical Determination of the Shear Capacity Equation for Reinforced Concrete Beams without Stirrups

(2016) Alessandra Fiore et al.   JOURNAL OF COMPUTING IN CIVIL 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

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

A weighted LS-SVM based learning system for time series forecasting

(2015) Thao-Tsen Chen et al.   INFORMATION SCIENCES

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

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

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

Direct performance-based design with 200kN MR dampers using multi-objective cost effective optimization for steel MRFs

(2014) Young-Jin Cha et al.   ENGINEERING STRUCTURES

Expected earthquake damage and repair costs in reinforced concrete frame buildings

(2012) C. M. Ramirez et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Multi-objective genetic algorithms for cost-effective distributions of actuators and sensors in large structures

(2012) Young-Jin Cha et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

Multi-objective optimization for actuator and sensor layouts of actively controlled 3D buildings

(2012) Young-Jin Cha et al.   JOURNAL OF VIBRATION AND CONTROL

Support vector regression based shear strength modelling of deep beams

(2011) Mahesh Pal et al.   COMPUTERS & STRUCTURES

Modelling mechanical behaviour of rubber concrete using evolutionary polynomial regression

(2011) Alireza Ahangar‐Asr et al.   ENGINEERING COMPUTATIONS

A robust predictive model for base shear of steel frame structures using a hybrid genetic programming and simulated annealing method

(2011) Pejman Aminian et al.   NEURAL COMPUTING & APPLICATIONS

Optimal placement of active control devices and sensors in frame structures using multi-objective genetic algorithms

(2011) Young-Jin Cha et al.   Structural Control & Health Monitoring

Optimum quality design system for steel products through locally weighted regression model

(2010) Hiroyasu Shigemori et al.   JOURNAL OF PROCESS CONTROL

Coupled Simulated Annealing

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