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SCOPUS
Knowledge Distillation based Online Learning Methodology using Unlabeled Data Stream

Seo, Sanghyun; Park, Seongchul; Jeong, Changhoon; Kim, Juntae

ArticleIssue Date2018CitationPROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND MACHINE INTELLIGENCE (MLMI 2018), pp 68 - 71PublisherASSOC COMPUTING MACHINERY
SCOPUSESCI
Korean Tourist Spot Multi-Modal Dataset for Deep Learning Applicationsopen access

Jeong, Changhoon; Jang, Sung-Eun; Na, Sanghyuck; Kim, Juntae

ArticleIssue Date2019CitationDATA, v.4, no.4PublisherMDPI
SCOPUS
Network Intrusion Detection through Online Transformation of Eigenvector Reflecting Concept Drift

Park, Seongchul; Seo, Sanghyun; Jeong, Changhoon; Kim, Juntae

ArticleIssue Date2018CitationPROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS 2018 (DATA'18)PublisherASSOC COMPUTING MACHINERY
SCIESCOPUS
Online eigenvector transformation reflecting concept drift for improving network intrusion detection

Park, Seongchul; Seo, Sanghyun; Jeong, Changhoon; Kim, Juntae

ArticleIssue Date2020CitationEXPERT SYSTEMS, v.37, no.5PublisherWILEY
SCIESCOPUS
The weights initialization methodology of unsupervised neural networks to improve clustering stability

Park, Seongchul; Seo, Sanghyun; Jeong, Changhoon; Kim, Juntae

ArticleIssue Date2020CitationJOURNAL OF SUPERCOMPUTING, v.76, no.8, pp 6421 - 6437PublisherSPRINGER
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