Research Record

• Applications of response dimension reduction in large p-small n problems Communications for Statistical Applications and Methods, 2024, v.31 no.2, 191-202
  Scopus KCI dColl.
• MBRDR: R-package for response dimension reduction in multivariate regression Communications for Statistical Applications and Methods, 2024, v.31 no.2, 179-189
  Scopus KCI dColl.
• Multivariate probit linear mixed models for multivariate longitudinal binary data Statistics in Medicine, 2024, v.43 no.8, 1527-1548
  SCIE Scopus dColl.
• Predicting Driver's mental workload using physiological signals: A functional data analysis approach Applied Ergonomics, 2024, v.118, 104274
  SCIE SSCI Scopus dColl.
• 개인정보보호법에 따른 가명처리로 인한 데이터 손실이 데이터 분석의 정확도에 미치는 영향 응용통계연구, 2024, v.37 no.3, 381-393
  KCI dColl.
• On a nonlinear extension of the principal fitted component model Computational Statistics and Data Analysis, 2023, v.182, 107707
  SCIE Scopus dColl.
• Machine learning approach for study on subway passenger flow Scientific Reports, 2022, v.12 no.1, 2754
  SCIE Scopus dColl.
• On cross-distance selection algorithm for hybrid sufficient dimension reduction Computational Statistics and Data Analysis, 2022, v.176, 107562
  SCIE Scopus dColl.
• Projective resampling estimation of informative predictor subspace for multivariate regression Journal of the Korean Statistical Society, 2022, v.51 no.4, 1117-1131
  SCIE Scopus KCI dColl.
• SEEDCCA: An Integrated R-Package for Canonical Correlation Analysis and Partial Least Squares R JOURNAL, 2021, v.13 no.1, 7-20
  SCIE Scopus dColl.
• 다변량회귀에서 주선택 반응변수 차원축소 응용통계연구, 2021, v.34 no.4, 659-669
  KCI dColl.
• Fused clustering mean estimation of central subspace Journal of the Korean Statistical Society, 2020, v.49 no.2, 350-363
  SCIE Scopus KCI dColl.
• On hierarchical clustering in sufficient dimension reduction Communications for Statistical Applications and Methods, 2020, v.27 no.4, 431-443
  Scopus KCI dColl.
• Syntactic complexity as a linguistic marker to differentiate mild cognitive impairment from normal aging Journal of Speech, Language, and Hearing Research, 2020, v.63 no.5, 1416-1429
  SCIE SSCI Scopus dColl.
• Analysis of microarray right-censored data through fused sliced inverse regression Scientific Reports, 2019, v.9 no.1, 15094
  SCIE Scopus dColl.
• Modeling of the ARMA random effects covariance matrix in logistic random effects models STATISTICAL METHODS AND APPLICATIONS, 2019, v.28 no.2, 281-299
  SCIE Scopus dColl.
• Note on response dimension reduction for multivariate regression Communications for Statistical Applications and Methods, 2019, v.26 no.5, 519~526
  KCI dColl.
• On fused dimension reduction in multivariate regression Chemometrics and Intelligent Laboratory Systems, 2019, v.193, 103828
  SCIE Scopus dColl.
• Unstructured principal fitted response reduction in multivariate regression Journal of the Korean Statistical Society, 2019, v.48 no.4, 561-567
  SCIE Scopus KCI dColl.
• Basis-Adaptive Selection Algorithm in dr-package R JOURNAL, 2018, v.10 no.2, 124-132
  SCIE Scopus dColl.
• Do we need the constant term in the heterogenous autoregressive model for forecasting realized volatilities? Communications in Statistics: Simulation and Computation, 2018, v.47 no.1, 63-73
  SCIE Scopus dColl.
• Fused sliced average variance estimation의 실증분석: 비스킷 반죽의 근적외분광분석법 분석 자료로의 적용 응용통계연구, 2018, v.31 no.6, 835~842
  KCI dColl.
• Partial least squares fusing unsupervised learning CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2018, v.175, 82-86
  SCIE Scopus dColl.
• Response dimension reduction: model-based approach STATISTICS, 2018, v.52 no.2, 409-425
  SCIE Scopus dColl.
• Dimension test approach of heteroscedasticity in the linear model Communications in Statistics: Simulation and Computation, 2017, v.46 n.6, 1-11
  SCIE Scopus dColl.
• Effects of age, working memory, and word order on passive-sentence comprehension: evidence from a verb-final language International Psychogeriatrics, 2017, v.29 n.6, 1-10
  SCIE SSCI Scopus dColl.
• Fused sliced average variance estimation Journal of the Korean Statistical Society, 2017, v.46 no.4, 623-628
  SCIE Scopus KCI dColl.
• Fused sliced inverse regression in survival analysis Communications for Statistical Applications and Methods, 2017, v.24 no.5, 533-541
  Scopus KCI dColl.
• Intensive numerical studies of optimal sufficient dimension reduction with singularity Communications for Statistical Applications and Methods, 2017, v.24 no.3, 303-315
  Scopus KCI dColl.
• Verifying Identities of Plant-Based Multivitamins Using Phytochemical Fingerprinting in Combination with Multiple Bioassays PLANT FOODS FOR HUMAN NUTRITION, 2017, v.72 no.3, 288-293
  SCIE Scopus dColl.
• Case studies: Statistical analysis of contributions of vitamins and phytochemicals to antioxidant activities in plant-based multivitamins through generalized partially double-index model Communications for Statistical Applications and Methods, 2016, v.23 no.3, 251~258
  KCI dColl.
• Dimension reduction for right-censored survival regression: transformation approach Communications for Statistical Applications and Methods, 2016, v.23 no.3, 259~268
  KCI dColl.
• Sufficient dimension reduction through informative predictor subspace Statistics, 2016, v.50 n.5, 1-14
  SCIE Scopus dColl.
• A theoretical note on optimal sufficient dimension reduction with singularity STATISTICS & PROBABILITY LETTERS, 2015, v.99, 109-113
  SCIE Scopus dColl.
• High-throughput data dimension reduction via seeded canonical correlation analysis Journal of Chemometrics, 2015, v.29 no.3
  SCIE Scopus dColl.
• 결합 다단계 일반화 선형모형을 이용한 다변량 경시적 자료 분석 응용통계연구, 2015, v.28 no.2, 335-342
  KCI dColl.
• Bayesian Cholesky factor models in random effects covariance matrix for generalized linear mixed models COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2014, v.80, 111-116
  SCIE Scopus dColl.
• CANONICAL CORRELATION ANALYSIS THROUGH LINEAR MODELING AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS, 2014, v.56 no.1, 59-72
  SCIE Scopus dColl.
• Multivariate seeded dimension reduction JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2014, v.43 no.4, 559-566
  SCIE KCI dColl.
• 공변량을 이용한 한국프로야구 관중 수 예측에 대한 고찰 한국데이터정보과학회지, 2014, 제25권 6호, 1481-1489
  KCI dColl.
• [학술지논문] Applications of response dimension reduction in large p-small n problems Communications for Statistical Applications and Methods, 2024, v.31 no.2 , 191-202
  Scopus
• [학술지논문] Multivariate probit linear mixed models for multivariate longitudinal binary data STATISTICS IN MEDICINE, 2024, v.43 no.8 , 1527-1548
  SCIE
• [학술지논문] Pseudonymization’s effect on data quality: A study under personal information protection act 응용통계연구, 2024, v.37 no.3 , 381-393
  KCI
• [학술지논문] Using noise filtering and sufficient dimension reduction method on unstructured economic data 응용통계연구, 2024, v.37 no.2 , 119-138
  KCI
• [학술지논문] On a nonlinear extension of the principal fitted component model COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2023, v.182 no.0 , 107707-107707
  SCIE
• [학술지논문] Two variations of cross-distance selection algorithm in hybrid sufficient dimension reduction Communications for Statistical Applications and Methods, 2023, v.30 no.2 , 179-189
  Scopus
• [학술지논문] Comprehensive studies of Grassmann manifold optimization and sequential candidate set algorithm in a principal fitted component model Communications for Statistical Applications and Methods, 2022, v.29 no.6 , 721-733
  Scopus
• [학술지논문] Intensive comparison of semi-parametric and nonparametric dimension reduction methods in forward regression Communications for Statistical Applications and Methods, 2022, v.29 no.5 , 615-627
  Scopus
• [학술지논문] Machine learning approach for study on subway passenger flow SCIENTIFIC REPORTS, 2022, v.12 no.1 , 2754-2754
  SCI
• [학술지논문] Projective resampling estimation of informative predictor subspace for multivariate regression JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2022, v.51 no.4 , 1117-1131
  SCIE
• [학술지논문] Note on the estimation of informative predictor subspace and projective-resampling informative predictor subspace 응용통계연구, 2022, v.35 no.5 , 657-666
  KCI
• [학술지논문] Fused Inverse Regression with Multi-Dimensional Responses Communications for Statistical Applications and Methods, 2021, v.28 no.3 , 267-279
  Scopus
• [학술지논문] Iterative projection of sliced inverse regression with fused approach Communications for Statistical Applications and Methods, 2021, v.28 no.2 , 205-215
  Scopus
• [학술지논문] More on directional regression Communications for Statistical Applications and Methods, 2021, v.28 no.5 , 553-562
  Scopus
• [학술지논문] SEEDCCA: An Integrated R-Package for Canonical Correlation Analysis and Partial Least Squares R JOURNAL, 2021, v.13 no.1 , 7-20
  SCIE
• [학술지논문] Principal selected response reduction in multivariate regression 응용통계연구, 2021, v.34 no.4 , 659-669
  KCI
• [학술지논문] Fused clustering mean estimation of central subspace JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2020, v.49 no.2 , 350-363
  SCIE
• [학술지논문] On hierarchical clustering in sufficient dimension reduction Communications for Statistical Applications and Methods, 2020, v.27 no.4 , 431-443
  Scopus
• [학술지논문] Syntactic Complexity as a Linguistic Marker to Differentiate Mild Cognitive Impairment From Normal Aging JOURNAL OF SPEECH LANGUAGE AND HEARING RESEARCH, 2020, v.63 no.5 , 1416-1429
  SSCI
• [학술발표] Random Survival Forest, Survival Gradient Boost, Survival Support Vector Machine을 이용한 여성 유방암 환자의 생존 예측 2024년도 한국통계학회 하계 학술논문발표회, 대한민국, 서울, 2024-07-05 2024년도 한국통계학회 하계 학술논문발표회 프로시딩, 2024
• [학술발표] Distance-based Selection Algorithm for Hybrid Sufficient Dimension Reduction 2024년도 한국통계학회 하계 학술논문발표회, 대한민국, 서울, 2024-07-06 2024년도 한국통계학회 하계 학술논문발표회 프로시딩, 2024
• [학술발표] Prediction Resale Price of Sneakers Using Machine Learning 2023년도 한국통계학회 동계학술논문발표회, 대한민국, 서울, 2023-12-01 2023년도 한국통계학회 동계학술논문발표회 프로시딩, 2023
• [학술발표] MBRDR : The First R-Package for Response Dimension Reduction in Multivariate Regression with its Extensive Application 2023년 한국통계학회 동계 학술대회발표회, 대한민국, 서울, 2023-12-01 2023년 한국통계학회 동계 학술대회발표회 프로시딩, 2023
• [학술발표] Machine Learning Approach for Study on Subway Passenger Flow 2023년 하계학술논문발표회, 대한민국, 부산, 2023-06-30 2023년 하계학술논문발표회 프로시딩, 2023
• [학술발표] 개인정보보호법에 따른 가명처리로 인한 데이터 손실이 데이터 분석의 정확도에 미치는 영향 2023년도 한국통계학회 동계학술논문발표회, 대한민국, 서울, 2023-12-01 2023년도 한국통계학회 동계학술논문발표회 프로시딩, 2023
• [학술발표] 노이즈 필터링과 충분차원축소를 이용한 비정형 경제 데이터 활용에 대한 연구 2023년도 하계학술논문발표회, 대한민국, 부산, 2023-06-30 2023년도 하계학술논문발표회 프로시딩, 2023
• [학술발표] Comparing Grassmann manifold optimization and sequential candidate set algorithm in a principal fitted component model 15th International Conference of the ERCIM WG on Computational and Methodological Statistics, 영국, 2022-12-17 PROGRAMME AND ABSTRACTS, 2022
• [학술발표] Comparison of model performance by predicting the inflow amount of Paldang dam using RNN, LSTM, GRU, CNN-LSTM, XGBoost and LightGBM 한국데이터정보과학회 2022년 추계학술대회, 대한민국, 수원, 2022-11-04 한국데이터정보과학회 2022년 추계학술대회 프로그램, 2022
• [학술발표] Ensemble-based Uncertainty Quantification with MIMO(multi-intput multi-output) configuration for Uncertainty-Aware Semi-Supervised learning 한국데이터정보과학회 2022년 추계학술대회, 대한민국, 수원, 2022-11-04 한국데이터정보과학회 2022년 추계학술대회 프로그램, 2022
• [학술발표] Image generating using feature extraction in generative model 한국데이터정보과학회 2022년 추계학술대회, 대한민국, 수원, 2022-11-04 한국데이터정보과학회 2022년 추계학술대회 프로그램, 2022
• [학술발표] Intensive comparison of semi-parametric and non-parametric dimension reduction methods in forward regression 15th International Conference of the ERCIM WG on Computational and Methodological Statistics, 영국, 2022-12-17 PROGRAMME AND ABSTRACTS, 2022
• [학술발표] On cross-distance selection algorithm for hybrid sufficient dimension reduction 15th International Conference of the ERCIM WG on Computational and Methodological Statistics, 영국, 2022-12-17 PROGRAMME AND ABSTRACTS, 2022
• [학술발표] Spatio-temporal functional data analysis using functional K-means clustering on the traffic volume time series data 한국데이터정보과학회 2022년 추계학술대회, 대한민국, 수원, 2022-11-04 한국데이터정보과학회 2022년 추계학술대회 프로그램, 2022
• [학술발표] Survival in dimension reduction of factors 한국통계학회 창립50주년 기념 신진통계학자 학술대회, 대한민국, 2021-12-03 한국통계학회 창립50주년 기념 신진통계학자 학술대회 프로시딩, 2021
• [지적재산권] 표준 상관 분석 및 부분 최소 제곱을 위한 SeedCCA 처리 방법 및 상기 방법을 수행하는 컴퓨팅 장치 Domestic : Patent , Application

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