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사진
Kim, Sung-Ho (김성호)
교수, Department of Mathematical Sciences(수리과학과)
Research Area
Large scale modelling, Exploratory model structuring, Model evaluation with sparse data
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Variable Selection for Artificial Neural Networks with Applications for Stock Price Prediction

    Kim, Gang-Hoo; Kim, Sung-Horesearcher, APPLIED ARTIFICIAL INTELLIGENCE, v.33, no.1, pp.54 - 67, 2019-01

    2
    Comparison of Fitness and Popularity: Fitness-Popularity Dynamic Network Model

    Jung, Ho Hyun; Lee, Jae-Gilresearcher; Lee, Namgil; et al, JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, v.2018, 2018-12

    3
    Robust precision matrix estimation via weighted median regression with regularization

    Chun, Hyonho; Lee, Myung Hee; Kim, Sung-Horesearcher; et al, CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, v.46, no.2, pp.265 - 278, 2018-06

    4
    Bayes shrinkage estimation for high-dimensional VAR models with scale mixture of normal distributions for noise

    Lee, Nam-Gil; Choi, Hyemi; Kim, Sung-Horesearcher, COMPUTATIONAL STATISTICS & DATA ANALYSIS, v.101, pp.250 - 276, 2016-09

    5
    An improvement on local FDR analysis applied to functional MRI data

    Lee, Namgil; Kim, Ah-Young; Park, Chang-Hyun; et al, JOURNAL OF NEUROSCIENCE METHODS, v.267, pp.115 - 125, 2016-07

    6
    뇌기능 연결성 모델링을 위한 통계적 방법

    김성호researcher; 박창현, 응용통계연구, v.29, no.6, pp.1129 - 1145, 2016

    7
    Model Similarity and Rank-Order Based Classification of Bayesian Networks

    Kim, Sung-Horesearcher; Noh, Geonyoup, JOURNAL OF CLASSIFICATION, v.30, no.3, pp.428 - 452, 2013-10

    8
    A slice-wise latent structure regression method for the analysis of functional magnetic resonance imaging data

    Ahmad, Fayyaz; Chaudhary, Safee Ullah; Kim, Sung-Horesearcher; et al, CONCEPTS IN MAGNETIC RESONANCE PART A, v.42, no.4, pp.130 - 139, 2013-07

    9
    A shrinkage method for causal network detection of brain regions

    Ahmad, Fayyaz; Lee, Nam-Gil; Kim, Eun-Woo; et al, INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, v.23, no.2, pp.140 - 146, 2013-06

    10
    A neighborhood method for statistical analysis of fMRI data

    Ahmad, Fayyaz; Ullah, Ghanim; Kim, Sung-Horesearcher, Open Journal of Biophysics, v.2, no.1, pp.15 - 22, 2012-01

    11
    Array-Based Analysis of Secreted Glycoproteins for Rapid Selection of a Single Cell Producing a Glycoprotein with Desired Glycosylation

    Park, Sun-Young; Kim, Wan-Jung; Kim, Yong-Tae; et al, ANALYTICAL CHEMISTRY, v.82, no.13, pp.5830 - 5837, 2010-07

    12
    Estimate-based goodness-of-fit test for large sparse multinomial distributions

    Kim, Sung-Horesearcher; Choi, Hyemi; Lee, Sangjin, COMPUTATIONAL STATISTICS DATA ANALYSIS, v.53, no.4, pp.1122 - 1131, 2009-02

    13
    Searching model structures based on marginal model structures

    Kim, Sung-Horesearcher; Sangjin Lee, NEW DEVELOPMENTS IN ROBOTICS AUTOMATION AND CONTROL, pp.355 - 376, 2008-10

    14
    Positive association among three binary variables and cross-product ratios

    Fienberg, SE; Kim, Sung-Horesearcher, BIOMETRIKA, v.94, no.4, pp.999 - 1005, 2007-12

    15
    Expression profiling of proteins in L-threonine biosynthetic pathway of Escherichia coli by using antibody microarray

    Han, Min-Kyu; Hong, Mi-Young; Lee, Dohoon; et al, PROTEOMICS, v.6, pp.5929 - 5940, 2006-11

    16
    A note on collapsibility in DAG models of contingency tables

    Kim, Sung-Horesearcher, SCANDINAVIAN JOURNAL OF STATISTICS, v.33, no.3, pp.575 - 590, 2006-09

    17
    Conditional log-linear structures for log-linear modelling

    Kim, Sung-Horesearcher, COMPUTATIONAL STATISTICS & DATA ANALYSIS, v.50, no.8, pp.2044 - 2064, 2006-04

    18
    A divide-and-conquer approach in applying EM for large recursive models with incomplete categorical data

    Kim, Sung-Horesearcher, COMPUTATIONAL STATISTICS & DATA ANALYSIS, v.50, no.3, pp.611 - 641, 2006-02

    19
    Properties of Markovian subgraphs of a decomposable graph

    Kim, Sung-Horesearcher, LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), v.4293 LNAI, no.0, pp.15 - 26, 2006

    20
    Fluctuation of estimates in an EM procedure for categorical data

    Kim, Sung-Horesearcher, JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, v.75, no.12, pp.941 - 957, 2005-12

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