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Bearing Fault Detection with Data Augmentation Based on 2-D CNN and 1-D CNN

Han, S.[Han, S.]; Oh, J.[Oh, J.]; Jeong, J.[Jeong, J.]

ArticleIssue Date2020CitationACM International Conference Proceeding Series, pp.20 - 23PublisherAssociation for Computing Machinery

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Performance Comparison of Machine Learning Algorithms for Imbalanced Class Classification in Hydraulic System

Joo, Y.[Joo, Y.]; Kim, K.[Kim, K.]; Jeong, J.[Jeong, J.]

ArticleIssue Date2020CitationProceedings of the 2020 14th International Conference on Ubiquitous Information Management and Communication, IMCOM 2020PublisherInstitute of Electrical and Electronics Engineers Inc.

SCIESCOPUS

VODCA: Verification of Diagnosis Using CAM-Based Approach for Explainable Process Monitoring dagger open access

Oh, C[Oh, Cheolhwan]; Jeong, J[Jeong, Jongpil]

ArticleIssue Date2020CitationSENSORS, v.20, no.23, pp.1 - 17PublisherMDPI

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SFSH: a novel smart factory SDN-layer handoff scheme in 5G-enabled mobile networks

Park, D[Park, Do Gun]; Oh, JW[Oh, Jin Woo]; Jeong, J[Jeong, Jongpil]

ArticleIssue Date2020CitationJOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, v.11, no.12, pp.5913 - 5925PublisherSPRINGER HEIDELBERG

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Explainable Process Monitoring Based on Class Activation Map: Garbage In, Garbage Out

Oh, C.[Oh, C.]; Moon, J.[Moon, J.]; Jeong, J.[Jeong, J.]

ArticleIssue Date2020CitationCommunications in Computer and Information Science, v.1325, pp.93 - 105PublisherSpringer Science and Business Media Deutschland GmbH

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Design and performance evaluation of cost-effective function-distributed mobility management scheme for software-defined smart factory networking open access

Kim J.-A.[Kim J.-A.]; Park D.G.[Park D.G.]; Jeong J.[Jeong J.]

ArticleIssue Date2020CitationJournal of Ambient Intelligence and Humanized Computing, v.11, no.6, pp.2291 - 2307PublisherSpringer Verlag

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GRU-based Power Consumption Prediction for Energy Management in Smart Building

Park, H.[Park, H.]; Jeong, J.[Jeong, J.]; Jung, D.[Jung, D.]; Kwak, C.[Kwak, C.]

ArticleIssue Date2022CitationInternational Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2022PublisherInstitute of Electrical and Electronics Engineers Inc.

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Multi-layer Stacking Ensemble for Fault Detection Classification in Hydraulic System

Kim, K.[Kim, K.]; Jeong, J.[Jeong, J.]

ArticleIssue Date2022CitationProceedings - 26th International Conference on Circuits, Systems, Communications and Computers, CSCC 2022, pp.341 - 346PublisherInstitute of Electrical and Electronics Engineers Inc.

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Real-time Inspection System Based on Moire Pattern and YOLOv7 for Coated High-reflective Injection Molding Product open access

Kim, O.[Kim, O.]; Han, Y.[Han, Y.]; Jeong, J.[Jeong, J.]

ArticleIssue Date2022CitationWSEAS Transactions on Computer Research, v.10, pp.120 - 125PublisherWorld Scientific and Engineering Academy and Society

SCOPUS

Bearing Fault Detection based on Few-Shot Learning in Siamese open access

Lee, D.[Lee, D.]; Jeong, J.[Jeong, J.]

ArticleIssue Date2022CitationWSEAS Transactions on Systems, v.21, pp.276 - 282PublisherWorld Scientific and Engineering Academy and Society

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