CS-ResNet: Cost-sensitive residual convolutional neural network for PCB cosmetic defect detection

Text Mining Approach for Bottleneck Detection and Analysis in Printed Circuit Board Manufacturing

(2021) Po-Chien Hao et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Cost-sensitive learning classification strategy for predicting product failures

(2020) Flavia Dalia Frumosu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multi-label Thresholding for Cost-sensitive Classification

(2020) Reem Alotaibi et al.   NEUROCOMPUTING

Diverse Instance-Weighting Ensemble Based on Region Drift Disagreement for Concept Drift Adaptation

(2020) Anjin Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

An interpretable sequential three-way recommendation based on collaborative topic regression

(2020) Xiaoqing Ye et al.   EXPERT SYSTEMS WITH APPLICATIONS

Residue buildup predictive modeling for stencil cleaning profile decision-making using recurrent neural network

(2020) Shrouq Alelaumi et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Wider or Deeper: Revisiting the ResNet Model for Visual Recognition

(2019) Zifeng Wu et al.   PATTERN RECOGNITION

A real-time approach for automatic defect detection from PCBs based on SURF features and morphological operations

(2019) Abdel-Aziz I. M. Hassanin et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A Comprehensive Analysis of Synthetic Minority Oversampling Technique (SMOTE) for handling class imbalance

(2019) Dina Elreedy et al.   INFORMATION SCIENCES

Early Fault Detection of Machine Tools Based on Deep Learning and Dynamic Identification

(2018) Bo Luo et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Adaptive Cost-Sensitive Online Classification

(2018) Peilin Zhao et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Regularized fisher linear discriminant through two threshold variation strategies for imbalanced problems

(2018) Yujin Zhu et al.   KNOWLEDGE-BASED SYSTEMS

Deep normalized convolutional neural network for imbalanced fault classification of machinery and its understanding via visualization

(2018) Feng Jia et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Multi-scale deep context convolutional neural networks for semantic segmentation

(2018) Quan Zhou et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

A Cost-Sensitive Deep Belief Network for Imbalanced Classification

(2018) Chong Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

A systematic study of the class imbalance problem in convolutional neural networks

(2018) Mateusz Buda et al.   NEURAL NETWORKS

Cost-Sensitive Parallel Learning Framework for Insurance Intelligence Operation

(2018) Xinxin Jiang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Learning from class-imbalanced data: Review of methods and applications

(2017) Guo Haixiang et al.   EXPERT SYSTEMS WITH APPLICATIONS

An efficient similarity measure approach for PCB surface defect detection

(2017) Vilas H. Gaidhane et al.   PATTERN ANALYSIS AND APPLICATIONS

Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data

(2017) Salman H. Khan et al.   IEEE Transactions on Neural Networks and Learning Systems

A Novel Minority Cloning Technique for Cost-Sensitive Learning

(2015) Liangxiao Jiang et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

Cost-sensitive Bayesian network classifiers

(2014) Liangxiao Jiang et al.   PATTERN RECOGNITION LETTERS