A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection

A scalable, self‐supervised calibration and confonder removal model for opportunistic monitoring of road degradation

(2022) Wout Van Hauwermeiren et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automatic detection method of tunnel lining multi‐defects via an enhanced You Only Look Once network

(2022) Zhong Zhou et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep convolutional neural network for multi-level non-invasive tunnel lining assessment

(2022) Bernardino Chiaia et al.   Frontiers of Structural and Civil Engineering

Convolutional networks and transformers for intelligent road tunnel investigations

(2022) Marco Martino Rosso et al.   COMPUTERS & STRUCTURES

Automatic recognition of tunnel lining elements from GPR images using deep convolutional networks with data augmentation

(2021) Hui Qin et al.   AUTOMATION IN CONSTRUCTION

Arbitrarily-oriented tunnel lining defects detection from Ground Penetrating Radar images using deep Convolutional Neural networks

(2021) Jing Wang et al.   AUTOMATION IN CONSTRUCTION

Deep learning–based nondestructive evaluation of reinforcement bars using ground‐penetrating radar and electromagnetic induction data

(2021) Xiaofeng Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Uncertainty‐assisted deep vision structural health monitoring

(2020) Seyed Omid Sajedi et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Tunnel condition assessment via cloud model-based random forests and self-training approach

(2020) Mengqi Zhu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

FEMa: a finite element machine for fast learning

(2019) Danilo R. Pereira et al.   NEURAL COMPUTING & APPLICATIONS

A dynamic ensemble learning algorithm for neural networks

(2019) Kazi Md. Rokibul Alam et al.   NEURAL COMPUTING & APPLICATIONS

Automatic hyperbola detection and fitting in GPR B-scan image

(2019) Wentai Lei et al.   AUTOMATION IN CONSTRUCTION

Tunnel structural inspection and assessment using an autonomous robotic system

(2018) Elisabeth Menendez et al.   AUTOMATION IN CONSTRUCTION

A Fast Detection Method via Region-Based Fully Convolutional Neural Networks for Shield Tunnel Lining Defects

(2018) Yadong Xue et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

INFRARED THERMOGRAPHY FOR DETECTING DEFECTS IN CONCRETE STRUCTURES

(2018) Gene F. Sirca Jr. et al.   Journal of Civil Engineering and Management

A New Neural Dynamic Classification Algorithm

(2017) Mohammad Hossein Rafiei et al.   IEEE Transactions on Neural Networks and Learning Systems

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

Past, present and future of robotic tunnel inspection

(2015) R. Montero et al.   AUTOMATION IN CONSTRUCTION

Fuzzy Analytic Hierarchy Process Synthetic Evaluation Models for the Health Monitoring of Shield Tunnels

(2014) Wei Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Influence of the Tunnel Shape on Shotcrete Lining Stresses

(2011) Fabrizio Barpi et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Survey on Transfer Learning

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