Visual inspection of steel surface defects based on domain adaptation and adaptive convolutional neural network

Comparison of particle swarm optimization variants with fuzzy dynamic parameter adaptation for modular granular neural networks for human recognition

(2020) Daniela Sánchez et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Application of neural network algorithm in fault diagnosis of mechanical intelligence

(2020) Xianzhen Xu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

LLR: Learning learning rates by LSTM for training neural networks

(2020) Changyong Yu et al.   NEUROCOMPUTING

On the application of domain adaptation in structural health monitoring

(2020) P. Gardner et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Applications of machine learning to machine fault diagnosis: A review and roadmap

(2020) Yaguo Lei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An active learning method combining deep neural network and weighted sampling for structural reliability analysis

(2020) Zhengliang Xiang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Damage localization in plate-like structures using time-varying feature and one-dimensional convolutional neural network

(2020) Shengyuan Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Pure electric vehicle nonstationary interior sound quality prediction based on deep CNNs with an adaptable learning rate tree

(2020) Haibo Huang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A multi-class classifier based on support vector hyper-spheres for steel plate surface defects

(2019) Rongfen Gong et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

An intelligent fault diagnosis approach based on transfer learning from laboratory bearings to locomotive bearings

(2019) Bin Yang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A novel scene classification model combining ResNet based transfer learning and data augmentation with a filter

(2019) Shaopeng Liu et al.   NEUROCOMPUTING

Realtime in-plane displacements tracking of the precision positioning stage based on computer micro-vision

(2019) Hai Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Hierarchical Deep Domain Adaptation Approach for Fault Diagnosis of Power Plant Thermal System

(2019) Xiaoxia Wang et al.   IEEE Transactions on Industrial Informatics

Judgment and optimization of video image recognition in obstacle detection in intelligent vehicle

(2019) Qing Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Damage detection techniques for wind turbine blades: A review

(2019) Ying Du et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Semi-supervised defect classification of steel surface based on multi-training and generative adversarial network

(2019) Yu He et al.   OPTICS AND LASERS IN ENGINEERING

A deep-learning-based approach for fast and robust steel surface defects classification

(2019) Guizhong Fu et al.   OPTICS AND LASERS IN ENGINEERING

A novel geodesic flow kernel based domain adaptation approach for intelligent fault diagnosis under varying working condition

(2019) Zhongwei Zhang et al.   NEUROCOMPUTING

Multi-class classification method using twin support vector machines with multi-information for steel surface defects

(2018) Maoxiang Chu et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Rolling bearing fault feature learning using improved convolutional deep belief network with compressed sensing

(2018) Haidong Shao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep visual domain adaptation: A survey

(2018) Mei Wang et al.   NEUROCOMPUTING

Using artificial intelligence models for the prediction of surface wear based on surface isotropy levels

(2018) A. Bustillo et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Pathological brain detection based on AlexNet and transfer learning

(2018) Siyuan Lu et al.   Journal of Computational Science

Defect detection of hot rolled steels with a new object detection framework called classification priority network

(2018) Di He et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Multi-Layer domain adaptation method for rolling bearing fault diagnosis

(2018) Xiang Li et al.   SIGNAL PROCESSING

Classification of surface defects on steel sheet using convolutional neural networks

(2017) Shiyang Zhou et al.   Materiali in Tehnologije

An unsupervised deep domain adaptation approach for robust speech recognition

(2017) Sining Sun et al.   NEUROCOMPUTING

Surface defect classification in large-scale strip steel image collection via hybrid chromosome genetic algorithm

(2016) Huijun Hu et al.   NEUROCOMPUTING

A cost-effective and automatic surface defect inspection system for hot-rolled flat steel

(2016) Qiwu Luo et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Automatic Defect Detection on Hot-Rolled Flat Steel Products

(2012) Santanu Ghorai et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT