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Feature selection using distributions of orthogonal PLS regression vectors in spectral data Go to Link open access

ArticleIssue Date2021CitationBIODATA MINING, v.14, no.1, pp.1 - 16PublisherBMC

SCIESCOPUS

Online sequential extreme studentized deviate tests for anomaly detection in streaming data with varying patterns Go to Link

Ryu, Minho; Lee, Geonseok; Lee, Ki chun

ArticleIssue Date2021CitationCLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, v.24, no.3, pp.1975 - 1987PublisherSPRINGER

SCIESSCISCOPUS

Air Pollution Prediction Using an Ensemble of Dynamic Transfer Models for Multivariate Time Series Go to Link open access

Kong, Taewoon; Choi, Dongguen; Lee, Geonseok; Lee, Ki chun

ArticleIssue Date2021CitationSUSTAINABILITY, v.13, no.3, pp.1 - 17PublisherMDPI

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Informative Language Encoding by Variational Autoencoders Using Transformer Go to Link open access

Ok, Changwon; Lee, Geonseok; Lee, Kichun

ArticleIssue Date2022CitationAPPLIED SCIENCES-BASEL, v.12, no.16, pp.1 - 16PublisherMDPI

SCIESCOPUS

DNN compression by ADMM-based joint pruning Go to Link

Lee, Geonseok; Lee, Kichun

ArticleIssue Date2022CitationKnowledge-Based Systems, v.239, pp.1 - 11PublisherElsevier B.V.

SCIESCOPUS

Probabilistic orthogonal-signal-corrected principal component analysis Go to Link

Lee, Geonseok; Sim, Eunchan; Yoon, Youngju; Lee, Kichun

ArticleIssue Date2023CitationKnowledge-Based Systems, v.268, pp.1 - 9PublisherElsevier B.V.

SCIESCOPUS

Data generation using geometrical edge probability for one-class support vector machines Go to Link

Lee, Geonseok; Woo, Pilwon; Lee, Kichun

ArticleIssue Date2023CitationExpert Systems with Applications, v.229, no.PartA, pp.1 - 10PublisherElsevier Ltd

SCIESCOPUS

Knowledge distillation for BERT unsupervised domain adaptation Go to Link

Ryu, Minho; Lee, Geonseok; Lee, Kichun

ArticleIssue Date2022CitationKNOWLEDGE AND INFORMATION SYSTEMS, v.64, no.11, pp.3113 - 3128PublisherSPRINGER LONDON LTD

SCIESCOPUS

Adaptive boosting for ordinal target variables using neural networks Go to Link

Um, Insung; Lee, Geonseok; Lee, Kichun

ArticleIssue Date2023CitationSTATISTICAL ANALYSIS AND DATA MINING, v.16, no.3, pp.257 - 271PublisherWILEY

SCIESCOPUS

Compression of Deep-Learning Models Through Global Weight Pruning Using Alternating Direction Method of Multipliers Go to Link open access

Lee, Kichun; Hwangbo, Sunghun; Yang, Dongwook; Lee, Geonseok

ArticleIssue Date2023CitationInternational Journal of Computational Intelligence Systems, v.16, no.1, pp.1 - 13PublisherSpringer Science and Business Media B.V.

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