Pixel‐level thin crack detection on road surface using convolutional neural network for severely imbalanced data

Automatic kidney segmentation using 2.5D ResUNet and 2.5D DenseUNet for malignant potential analysis in complex renal cyst based on CT images

(2022) Parin Kittipongdaja et al.   EURASIP Journal on Image and Video Processing

A deep reinforcement learning approach to mountain railway alignment optimization

(2021) Tianci Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Crack Identification Method for Concrete Structures Using Improved U-Net Convolutional Neural Networks

(2021) Wenting Qiao et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Deep Learning Based Pavement Inspection Using Self-Reconfigurable Robot

(2021) Balakrishnan Ramalingam et al.   SENSORS

Crack detection using fusion features‐based broad learning system and image processing

(2021) Yang Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep reinforcement learning in production systems: a systematic literature review

(2021) Marcel Panzer et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

A modified motion planning algorithm for horizontal highway alignment development

(2020) M.B. Sushma et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

CrackU-net: A novel deep convolutional neural network for pixelwise pavement crack detection

(2020) Ju Huyan et al.   Structural Control & Health Monitoring

Structural Health Monitoring with Distributed Optical Fiber Sensors of tunnel lining affected by nearby construction activity

(2020) Judit Gómez et al.   AUTOMATION IN CONSTRUCTION

Machine learning (ML) for the diagnosis of autism spectrum disorder (ASD) using brain imaging

(2020) Hidir Selcuk Nogay et al.   REVIEWS IN THE NEUROSCIENCES

Convolutional neural network for automated classification of jointed plain concrete pavement conditions

(2020) Yung‐An Hsieh 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

Encoder-decoder network for pixel-level road crack detection in black-box images

(2019) Seongdeok Bang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A dynamic ensemble learning algorithm for neural networks

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

Computer vision-based concrete crack detection using U-net fully convolutional networks

(2019) Zhenqing Liu et al.   AUTOMATION IN CONSTRUCTION

Real‐time crack assessment using deep neural networks with wall‐climbing unmanned aerial system

(2019) Shang Jiang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A novel end‐to‐end deep learning scheme for classifying multi‐class motor imagery electroencephalography signals

(2019) Ahmad Hassanpour et al.   EXPERT SYSTEMS

Road Damage Detection and Classification Using Deep Neural Networks with Smartphone Images

(2018) Hiroya Maeda et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Method for Automatically Recreating the Horizontal Alignment Geometry of Existing Railways

(2018) Wei Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automated Pixel-Level Pavement Crack Detection on 3D Asphalt Surfaces with a Recurrent Neural Network

(2018) Allen Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Focal loss for dense object detection

(2018) Tsung-Yi Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

DeepCrack: Learning Hierarchical Convolutional Features for Crack Detection

(2018) Qin Zou et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

NEEWS: A novel earthquake early warning model using neural dynamic classification and neural dynamic optimization

(2017) Mohammad Hossein Rafiei et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

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

Fast Edge Detection Using Structured Forests

(2015) Piotr Dollar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Reinforcement learning in robotics: A survey

(2013) Jens Kober et al.   INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH

Adaptive Road Crack Detection System by Pavement Classification

(2011) Miguel Gavilán et al.   SENSORS