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ArticlesPeer ReviewedFull Text
Prediction of drug–target binding affinity using similarity-based convolutional neural network
Author / Creator:Shim, Jooyong ; Hong, Zhen-Yu ; Sohn, Insuk ; Hwang, Changha
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-02, Vol.11 (1), p.4416-9, Article 4416
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ArticlesPeer ReviewedFull Text
Kernel-based geographically and temporally weighted autoregressive model for house price estimation
Author / Creator:Shim, Jooyong ; Hwang, Changha
Publisher:United States: Public Library of Science
Journal title:PloS one, 2018-10, Vol.13 (10), p.e0205063-e0205063
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ArticlesPeer ReviewedFull Text
Detection of chromosome structural variation by targeted next-generation sequencing and a deep learning application
Author / Creator:Park, Hosub ; Chun, Sung-Min ; Shim, Jooyong ; Oh, Ji-Hye ; Cho, Eun Jeong ; Hwang, Hee Sang ; Lee, Ji-Young ; Kim, Deokhoon ; Jang, Se Jin ; Nam, Soo Jeong ; Hwang, Changha ; Sohn, Insuk ; Sung, Chang Ohk
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2019-03, Vol.9 (1), p.3644-3644, Article 3644
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ArticlesPeer ReviewedFull Text
Machine-Learning-Based Android Malware Family Classification Using Built-In and Custom Permissions
Author / Creator:Kim, Minki ; Kim, Daehan ; Hwang, Changha ; Cho, Seongje ; Han, Sangchul ; Park, Minkyu
Publisher:Basel: MDPI AG
Journal title:Applied sciences, 2021-11, Vol.11 (21), p.10244
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ArticlesPeer ReviewedFull Text
AndroClass: An Effective Method to Classify Android Applications by Applying Deep Neural Networks to Comprehensive Features
Author / Creator:Cho, Seong-Je ; Lee, Myeonggeon ; Shin, Dongjin ; Reyhani Hamedani, Masoud ; Hwang, Changha
Publisher:Cairo, Egypt: Hindawi Publishing Corporation
Journal title:Wireless communications and mobile computing, 2018-01, Vol.2018 (2018), p.1-21
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ArticlesPeer ReviewedFull Text
Reactive oxygen species-generating hydrogel platform for enhanced antibacterial therapy
Author / Creator:Hwang, Changha ; Choi, Min-Ha ; Kim, Hyoun-Ee ; Jeong, Seol-Ha ; Park, Ji-Ung
Publisher:Tokyo: Springer Japan
Journal title:NPG Asia materials, 2022-12, Vol.14 (1), p.72, Article 72
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ArticlesPeer ReviewedFull Text
Publisher Correction: Reactive oxygen species-generating hydrogel platform for enhanced antibacterial therapy
Author / Creator:Hwang, Changha ; Choi, Min-Ha ; Kim, Hyoun-Ee ; Jeong, Seol-Ha ; Park, Ji-Ung
Publisher:Tokyo: Springer Japan
Journal title:NPG Asia materials, 2022-12, Vol.14 (1), p.77, Article 77
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ArticlesPeer ReviewedFull Text
Support vector quantile regression with varying coefficients
Author / Creator:Shim, Jooyong ; Hwang, Changha ; Seok, Kyungha
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Computational statistics, 2016-09, Vol.31 (3), p.1015-1030
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ArticlesPeer ReviewedFull Text
Semivarying coefficient least-squares support vector regression for analyzing high-dimensional gene-environmental data
Author / Creator:Shim, Jooyong ; Hwang, Changha ; Jeong, Sunjoo ; Sohn, Insuk
Publisher:Abingdon: Taylor & Francis
Journal title:Journal of applied statistics, 2018-06, Vol.45 (8), p.1370-1381
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ArticlesPeer ReviewedFull Text
Estimating value at risk with semiparametric support vector quantile regression
Author / Creator:Shim, Jooyong ; Kim, Yongtae ; Lee, Jangtaek ; Hwang, Changha
Publisher:Berlin/Heidelberg: Springer-Verlag
Journal title:Computational statistics, 2012-12, Vol.27 (4), p.685-700
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ArticlesPeer ReviewedFull Text
Composite support vector quantile regression estimation
Author / Creator:Shim, Jooyong ; Hwang, Changha ; Seok, Kyungha
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Computational statistics, 2014-12, Vol.29 (6), p.1651-1665
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ArticlesPeer ReviewedFull Text
Non-crossing quantile regression via doubly penalized kernel machine
Author / Creator:Shim, Jooyong ; Hwang, Changha ; Seok, Kyung Ha
Publisher:Berlin/Heidelberg: Springer-Verlag
Journal title:Computational statistics, 2009-02, Vol.24 (1), p.83-94
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ArticlesPeer ReviewedFull Text
Transcription factor-binding site identification and gene classification via fusion of the supervised-weighted discrete kernel clustering and support vector machine
Author / Creator:Sohn, Insuk ; Shim, Jooyong ; Hwang, Changha ; Kim, Sujong ; Lee, Jae Won
Publisher:Abingdon: Taylor & Francis
Journal title:Journal of applied statistics, 2014-03, Vol.41 (3), p.573-581
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ArticlesFull Text
Subject-specific Deep Neural Networks for Count Data with High-cardinality Categorical Features
Author / Creator:Lee, Hangbin ; Il Do Ha ; Hwang, Changha ; Lee, Youngjo
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-10
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Prediction of drug–target binding affinity using similarity-based convolutional neural network

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Kernel-based geographically and temporally weighted autoregressive model for house price estimation

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Detection of chromosome structural variation by targeted next-generation sequencing and a deep learning application

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Machine-Learning-Based Android Malware Family Classification Using Built-In and Custom Permissions

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AndroClass: An Effective Method to Classify Android Applications by Applying Deep Neural Networks to Comprehensive Features

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Reactive oxygen species-generating hydrogel platform for enhanced antibacterial therapy

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Publisher Correction: Reactive oxygen species-generating hydrogel platform for enhanced antibacterial therapy

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Support vector quantile regression with varying coefficients

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Semivarying coefficient least-squares support vector regression for analyzing high-dimensional gene-environmental data

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Estimating value at risk with semiparametric support vector quantile regression

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Composite support vector quantile regression estimation

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Non-crossing quantile regression via doubly penalized kernel machine

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Transcription factor-binding site identification and gene classification via fusion of the supervised-weighted discrete kernel clustering and support vector machine

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Subject-specific Deep Neural Networks for Count Data with High-cardinality Categorical Features

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