Automated defect inspection system for metal surfaces based on deep learning and data augmentation JP Yun, WC Shin, G Koo, MS Kim, C Lee, SJ Lee Journal of Manufacturing Systems 55, 317-324, 2020 | 234 | 2020 |
An explainable convolutional neural network for fault diagnosis in linear motion guide MS Kim, JP Yun, PG Park IEEE Transactions on Industrial Informatics 17 (6), 4036-4045, 2020 | 85 | 2020 |
Classification of steel surface defect using convolutional neural network with few images MS Kim, T Park, PG Park 2019 12th Asian control conference (ASCC), 1398-1401, 2019 | 56 | 2019 |
Deep learning neural networks to differentiate Stafne’s bone cavity from pathological radiolucent lesions of the mandible in heterogeneous panoramic radiography A Lee, MS Kim, SS Han, PG Park, C Lee, JP Yun PLoS One 16 (7), e0254997, 2021 | 36 | 2021 |
Deep learning-based explainable fault diagnosis model with an individually grouped 1-D convolution for three-axis vibration signals MS Kim, JP Yun, PG Park IEEE Transactions on Industrial Informatics 18 (12), 8807-8817, 2022 | 33 | 2022 |
An explainable neural network for fault diagnosis with a frequency activation map MS Kim, JP Yun, P Park IEEE Access 9, 98962-98972, 2021 | 29 | 2021 |
Unsupervised anomaly detection of lm guide using variational autoencoder MS Kim, JP Yun, S Lee, PG Park 2019 11th International Symposium on Advanced Topics in Electrical …, 2019 | 20 | 2019 |
Adaptive learning-rate backpropagation neural network algorithm based on the minimization of mean-square deviation for impulsive noises DW Kim, MS Kim, J Lee, P Park IEEE Access 8, 98018-98026, 2020 | 15 | 2020 |
Robust and explainable fault diagnosis with power-perturbation-based decision boundary analysis of deep learning models M Gwak, MS Kim, JP Yun, PG Park IEEE Transactions on Industrial Informatics 19 (5), 6982-6992, 2022 | 14 | 2022 |
Fault Diagnosis and Analysis Based on Transfer Learning and Vibration Signals JP Yun, MS Kim, G Koo, C Shin IEMEK Journal of Embedded Systems and Applications 14 (6), 287-294, 2019 | 10 | 2019 |
Image stitching algorithm for camber measurement in hot rolling process: Cross-correlation approach (ICCAS 2015) MS Kim, WI Lee, JW Yoo, PG Park 2015 15th International Conference on Control, Automation and Systems (ICCAS …, 2015 | 7 | 2015 |
Sensitivity analysis on a neural network for analyzing the camber in hot rolling process MS Kim, YJ Choi, IS Park, NW Kong, M Lee, PG Park 2018 IEEE Industrial Cyber-Physical Systems (ICPS), 212-216, 2018 | 6 | 2018 |
Real-time moving object detection using a vehicle-mounted monocular rear-view fisheye camera MS Kim, JH Seo, NK Kwon, J Song, PG Park 2016 13th International Conference on Electrical Engineering/Electronics …, 2016 | 6 | 2016 |
A robust filtered-x NLMS algorithm with optimal step size for active control of impulsive noise J Song, MS Kim, P Park 2016 13th International Conference on Electrical Engineering/Electronics …, 2016 | 5 | 2016 |
Development of camber control algorithm in hot strip rolling process M Lee, IS Park, MS Kim, WII Lee, PG Park 2018 57th Annual Conference of the Society of Instrument and Control …, 2018 | 3 | 2018 |
Active noise control algorithm robust to noisy inputs and measurement impulsive noises T Park, M Kim, M Gwak, T Cho, PG Park 2020 20th International Conference on Control, Automation and Systems (ICCAS …, 2020 | 2 | 2020 |
A filtered-x VSS-NLMS active noise control algorithm robust against impulsive noise and noisy inputs T Park, M Lee, M Kim, P Park 2019 12th Asian Control Conference (ASCC), 789-792, 2019 | 2 | 2019 |
Analysis on stability for generalized neural networks with time-varying delays via second-order orthogonal polynomials-based integral inequality SY Lee, MS Kim, C Park, PG Park 2017 17th International Conference on Control, Automation and Systems (ICCAS …, 2017 | | 2017 |