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

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

Modes, Mechanisms, and Likelihood of Seismic Shear Failure in Rectangular Reinforced Concrete Columns

(2019) Jingjing Hua et al.   JOURNAL OF STRUCTURAL ENGINEERING

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao 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

Optimal Bayesian Transfer Regression

(2018) Alireza Karbalayghareh et al.   IEEE SIGNAL PROCESSING LETTERS

Novel Machine-Learning Model for Estimating Construction Costs Considering Economic Variables and Indexes

(2018) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Seeded transfer learning for regression problems with deep learning

(2018) Syed Moshfeq Salaken et al.   EXPERT SYSTEMS WITH APPLICATIONS

Novel nonparametric modeling of seismic attenuation and directivity relationship

(2016) Ka-Veng Yuen et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

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

Novel Outlier-Resistant Extended Kalman Filter for Robust Online Structural Identification

(2015) He-Qing Mu et al.   JOURNAL OF ENGINEERING MECHANICS

Novel Outlier-Resistant Extended Kalman Filter for Robust Online Structural Identification

(2015) He-Qing Mu et al.   JOURNAL OF ENGINEERING MECHANICS

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

Multi-transfer: Transfer learning with multiple views and multiple sources

(2014) Ben Tan et al.   Statistical Analysis and Data Mining

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

Domain adaptation and sample bias correction theory and algorithm for regression

(2013) Corinna Cortes et al.   THEORETICAL COMPUTER SCIENCE

A novel probabilistic method for robust parametric identification and outlier detection

(2012) Ka-Veng Yuen et al.   PROBABILISTIC ENGINEERING MECHANICS

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

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Convex multi-task feature learning

(2008) Andreas Argyriou et al.   MACHINE LEARNING