@article{DBLP:journals/cssc/JhongKLK24,
author = {Jae{-}Hwan Jhong and
Jae{-}Young Kim and
Jae{-}Deok Lee and
Ja{-}Yong Koo},
title = {Locally penalized single-index model using B-splines and spherical
coordinates},
journal = {Commun. Stat. Simul. Comput.},
volume = {53},
number = {1},
pages = {273--287},
year = {2024},
url = {https://doi.org/10.1080/03610918.2021.2018459},
doi = {10.1080/03610918.2021.2018459},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cssc/JhongKLK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/BakK23,
author = {Kwan{-}Young Bak and
Ja{-}Yong Koo},
title = {Minimax Density Estimation Under Radial Symmetry},
journal = {{IEEE} Access},
volume = {11},
pages = {126447--126461},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3330903},
doi = {10.1109/ACCESS.2023.3330903},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/BakK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/ShinBK22,
author = {Jae{-}Kyung Shin and
Kwan{-}Young Bak and
Ja{-}Yong Koo},
title = {Sparse neural network regression with variable selection},
journal = {Comput. Intell.},
volume = {38},
number = {6},
pages = {2075--2094},
year = {2022},
url = {https://doi.org/10.1111/coin.12557},
doi = {10.1111/COIN.12557},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ci/ShinBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/ShinBK22,
author = {Jae{-}Kyung Shin and
Kwan{-}Young Bak and
Ja{-}Yong Koo},
title = {Penalized additive neural network regression},
journal = {Intell. Data Anal.},
volume = {26},
number = {6},
pages = {1597--1616},
year = {2022},
url = {https://doi.org/10.3233/IDA-216070},
doi = {10.3233/IDA-216070},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/ShinBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/BakJLSK21,
author = {Kwan{-}Young Bak and
Jae{-}Hwan Jhong and
Jung{-}Jun Lee and
Jae{-}Kyung Shin and
Ja{-}Yong Koo},
title = {Penalized logspline density estimation using total variation penalty},
journal = {Comput. Stat. Data Anal.},
volume = {153},
pages = {107060},
year = {2021},
url = {https://doi.org/10.1016/j.csda.2020.107060},
doi = {10.1016/J.CSDA.2020.107060},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csda/BakJLSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/ChoiLJK21,
author = {Junsouk Choi and
Jungjun Lee and
Jae{-}Hwan Jhong and
Ja{-}Yong Koo},
title = {Penalized I-spline monotone regression estimation},
journal = {Commun. Stat. Simul. Comput.},
volume = {50},
number = {11},
pages = {3714--3732},
year = {2021},
url = {https://doi.org/10.1080/03610918.2019.1630433},
doi = {10.1080/03610918.2019.1630433},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/ChoiLJK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/LeeJCKK20,
author = {Jung{-}Jun Lee and
Jae{-}Hwan Jhong and
Young{-}Rae Cho and
Sunghwan Kim and
Ja{-}Yong Koo},
title = {Penalized log-density estimation using Legendre polynomials},
journal = {Commun. Stat. Simul. Comput.},
volume = {49},
number = {11},
pages = {2844--2860},
year = {2020},
url = {https://doi.org/10.1080/03610918.2018.1528360},
doi = {10.1080/03610918.2018.1528360},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/LeeJCKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/JhongK19,
author = {Jae{-}Hwan Jhong and
Ja{-}Yong Koo},
title = {Simultaneous estimation of quantile regression functions using B-splines
and total variation penalty},
journal = {Comput. Stat. Data Anal.},
volume = {133},
pages = {228--244},
year = {2019},
url = {https://doi.org/10.1016/j.csda.2018.10.005},
doi = {10.1016/J.CSDA.2018.10.005},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csda/JhongK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/LeeKJK18,
author = {Jung{-}Jun Lee and
Sunghwan Kim and
Jae{-}Hwan Jhong and
Ja{-}Yong Koo},
title = {Variable Selection and Joint Estimation of Mean and Covariance Models
with an Application to eQTL Data},
journal = {Comput. Math. Methods Medicine},
volume = {2018},
pages = {4626307:1--4626307:13},
year = {2018},
url = {https://doi.org/10.1155/2018/4626307},
doi = {10.1155/2018/4626307},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmmm/LeeKJK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/KimJLK17,
author = {Sunghwan Kim and
Jae{-}Hwan Jhong and
Jung{-}Jun Lee and
Ja{-}Yong Koo},
title = {Meta-analytic support vector machine for integrating multiple omics
data},
journal = {BioData Min.},
volume = {10},
number = {1},
pages = {2:1--2:14},
year = {2017},
url = {https://doi.org/10.1186/s13040-017-0126-8},
doi = {10.1186/S13040-017-0126-8},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/KimJLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/KimJLK17a,
author = {Sunghwan Kim and
Jae{-}Hwan Jhong and
Jung{-}Jun Lee and
Ja{-}Yong Koo},
title = {Erratum to: Meta-analytic support vector machine for integrating multiple
omics data},
journal = {BioData Min.},
volume = {10},
number = {1},
pages = {8:1--8:2},
year = {2017},
url = {https://doi.org/10.1186/s13040-017-0128-6},
doi = {10.1186/S13040-017-0128-6},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/KimJLK17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/KimJLKLH17,
author = {Sunghwan Kim and
Jae{-}Hwan Jhong and
Jung{-}Jun Lee and
Ja{-}Yong Koo and
ByungYong Lee and
Sungwon Han},
title = {Node-Structured Integrative Gaussian Graphical Model Guided by Pathway
Information},
journal = {Comput. Math. Methods Medicine},
volume = {2017},
pages = {8520480:1--8520480:10},
year = {2017},
url = {https://doi.org/10.1155/2017/8520480},
doi = {10.1155/2017/8520480},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmmm/KimJLKLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/masa/SohnKLKK17,
author = {Insuk Sohn and
Sujong Kim and
Jae Won Lee and
Ja{-}Yong Koo and
Junsu Ko},
title = {Identifying novel NF-kB-regulated immune genes in the human genome
using a Discrete Kernel Structured Support Vector Machine},
journal = {Model. Assist. Stat. Appl.},
volume = {12},
number = {3},
pages = {209--216},
year = {2017},
url = {https://doi.org/10.3233/MAS-170395},
doi = {10.3233/MAS-170395},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/masa/SohnKLKK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/ChoiKCPK14,
author = {Byoung{-}Jeong Choi and
Kwang{-}Rae Kim and
Kyu{-}Dong Cho and
Changyi Park and
Ja{-}Yong Koo},
title = {Variable Selection for Naive Bayes Semisupervised Learning},
journal = {Commun. Stat. Simul. Comput.},
volume = {43},
number = {10},
pages = {2702--2713},
year = {2014},
url = {https://doi.org/10.1080/03610918.2012.762391},
doi = {10.1080/03610918.2012.762391},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/ChoiKCPK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/KimKKP13,
author = {Kwang{-}Rae Kim and
Peter T. Kim and
Ja{-}Yong Koo and
Michael R. Pierrynowski},
title = {Frenet-Serret and the Estimation of Curvature and Torsion},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {7},
number = {4},
pages = {646--654},
year = {2013},
url = {https://doi.org/10.1109/JSTSP.2012.2232280},
doi = {10.1109/JSTSP.2012.2232280},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/KimKKP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/LeePK11,
author = {Sangjun Lee and
Changyi Park and
Ja{-}Yong Koo},
title = {Feature selection in the Laplacian support vector machine},
journal = {Comput. Stat. Data Anal.},
volume = {55},
number = {1},
pages = {567--577},
year = {2011},
url = {https://doi.org/10.1016/j.csda.2010.05.026},
doi = {10.1016/J.CSDA.2010.05.026},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/LeePK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/BangKJ10,
author = {Sungwan Bang and
Ja{-}Yong Koo and
Myoungshic Jhun},
title = {Support Vector Machine Using \emph{k}-Spatial Medians Clustering and
Recovery Process},
journal = {Commun. Stat. Simul. Comput.},
volume = {39},
number = {7},
pages = {1422--1434},
year = {2010},
url = {https://doi.org/10.1080/03610918.2010.498642},
doi = {10.1080/03610918.2010.498642},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/BangKJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/KimKL09,
author = {Peter T. Kim and
Ja{-}Yong Koo and
Zhi{-}Ming Luo},
title = {Weyl eigenvalue asymptotics and sharp adaptation on vector bundles},
journal = {J. Multivar. Anal.},
volume = {100},
number = {9},
pages = {1962--1978},
year = {2009},
url = {https://doi.org/10.1016/j.jmva.2009.03.012},
doi = {10.1016/J.JMVA.2009.03.012},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ma/KimKL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/ParkKKSL08,
author = {Changyi Park and
Ja{-}Yong Koo and
Sujong Kim and
Insuk Sohn and
Jae Won Lee},
title = {Classification of gene functions using support vector machine for
time-course gene expression data},
journal = {Comput. Stat. Data Anal.},
volume = {52},
number = {5},
pages = {2578--2587},
year = {2008},
url = {https://doi.org/10.1016/j.csda.2007.09.002},
doi = {10.1016/J.CSDA.2007.09.002},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/ParkKKSL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/ParkKKL08,
author = {Changyi Park and
Ja{-}Yong Koo and
Peter T. Kim and
Jae Won Lee},
title = {Stepwise feature selection using generalized logistic loss},
journal = {Comput. Stat. Data Anal.},
volume = {52},
number = {7},
pages = {3709--3718},
year = {2008},
url = {https://doi.org/10.1016/j.csda.2007.12.011},
doi = {10.1016/J.CSDA.2007.12.011},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/ParkKKL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KooLKP08,
author = {Ja{-}Yong Koo and
Yoonkyung Lee and
Yuwon Kim and
Changyi Park},
title = {A Bahadur Representation of the Linear Support Vector Machine},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {1343--1368},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1442777},
doi = {10.5555/1390681.1442777},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KooLKP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/KooK08,
author = {Ja{-}Yong Koo and
Peter T. Kim},
title = {Asymptotic Minimax Bounds for Stochastic Deconvolution Over Groups},
journal = {{IEEE} Trans. Inf. Theory},
volume = {54},
number = {1},
pages = {289--298},
year = {2008},
url = {https://doi.org/10.1109/TIT.2007.911263},
doi = {10.1109/TIT.2007.911263},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/KooK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/JhunJK07,
author = {Myoungshic Jhun and
Hyeong Chul Jeong and
Ja{-}Yong Koo},
title = {On the Use of Adaptive Nearest Neighbors for Missing Value Imputation},
journal = {Commun. Stat. Simul. Comput.},
volume = {36},
number = {6},
pages = {1275--1286},
year = {2007},
url = {https://doi.org/10.1080/03610910701569069},
doi = {10.1080/03610910701569069},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/JhunJK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/KooSKL06,
author = {Ja{-}Yong Koo and
Insuk Sohn and
Sujong Kim and
Jae Won Lee},
title = {Structured polychotomous machine diagnosis of multiple cancer types
using gene expression},
journal = {Bioinform.},
volume = {22},
number = {8},
pages = {950--958},
year = {2006},
url = {https://doi.org/10.1093/bioinformatics/btl029},
doi = {10.1093/BIOINFORMATICS/BTL029},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/KooSKL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/KimK06,
author = {Yuwon Kim and
Ja{-}Yong Koo},
title = {Erratum to "Inverse boosting for monotone regression functions" [Computational
Statistics and Data Analysis 49 {(2005)} 757-770]},
journal = {Comput. Stat. Data Anal.},
volume = {50},
number = {2},
pages = {583},
year = {2006},
url = {https://doi.org/10.1016/j.csda.2005.07.002},
doi = {10.1016/J.CSDA.2005.07.002},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/KimK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/KimK05,
author = {Yuwon Kim and
Ja{-}Yong Koo},
title = {Inverse boosting for monotone regression functions},
journal = {Comput. Stat. Data Anal.},
volume = {49},
number = {3},
pages = {757--770},
year = {2005},
url = {https://doi.org/10.1016/j.csda.2004.05.038},
doi = {10.1016/J.CSDA.2004.05.038},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/KimK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/ChirikjianKKL04,
author = {Gregory S. Chirikjian and
Peter T. Kim and
Ja{-}Yong Koo and
Christine H. Lee},
title = {Rotational Matching Problems},
journal = {Int. J. Comput. Intell. Appl.},
volume = {4},
number = {4},
pages = {401--416},
year = {2004},
url = {https://doi.org/10.1142/S1469026804001410},
doi = {10.1142/S1469026804001410},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcia/ChirikjianKKL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/FanK02,
author = {Jianqing Fan and
Ja{-}Yong Koo},
title = {Wavelet deconvolution},
journal = {{IEEE} Trans. Inf. Theory},
volume = {48},
number = {3},
pages = {734--747},
year = {2002},
url = {https://doi.org/10.1109/18.986021},
doi = {10.1109/18.986021},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/FanK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/CavalierK02,
author = {L. Cavalier and
Ja{-}Yong Koo},
title = {Poisson intensity estimation for tomographic data using a wavelet
shrinkage approach},
journal = {{IEEE} Trans. Inf. Theory},
volume = {48},
number = {10},
pages = {2794--2802},
year = {2002},
url = {https://doi.org/10.1109/TIT.2002.802632},
doi = {10.1109/TIT.2002.802632},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/CavalierK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ChoiKL01,
author = {Yong Choi and
Ja{-}Yong Koo and
Nam{-}Yong Lee},
title = {Image Reconstruction using the Wavelet Transform for Positron Emission
Tomography},
journal = {{IEEE} Trans. Medical Imaging},
volume = {20},
number = {11},
pages = {1188--1193},
year = {2001},
url = {https://doi.org/10.1109/42.963822},
doi = {10.1109/42.963822},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/ChoiKL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
