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Federated Learning with Learned Sufficient Statistic and Generative Models

Hahn, Seok-Ju , Lee, Junghye

Conference Paper Issue Date2021-06-03 View7

Hypertension Occurrence Analysis using a Bayesian Network

Lee, Junghye , Lee, Wonji , Lee, Hyeseon , Jun, Chi-Hyuck

Conference Paper Issue Date2014-05-19 View12

Interleaved incremental association Markov blanket as a potential feature selection method for improving accuracy in near-infrared spectroscopic analysis File

Chang, Kyeol , Lee, Junghye , Jun, Chi-Hyuck , Chung, Hoeil

Article Issue Date2018-02 View10

Kernel-based calibration methods combined with multivariate feature selection to improve accuracy of near-infrared spectroscopic analysis File

Lee, Junghye , Chang, Kyeol , Jun, Chi-Hyuck , Cho, Rae-Kwang , Chung, Hoeil , Lee, Hyeseon

Article Issue Date2015-10 View14

Kernel-based Partial Least Squares for Compositional Analysis of Naphtha

Lee, Junghye , Lee, Hyeseon , Jun, Chi-Hyuck

Conference Paper Issue Date2013-05-24 View9

Kernel-based prediction model for quantitative analysis based on vibrational spectroscopy

Lee, Junghye , Lee, Sanguk , Lee, Hyeseon , Chang, Hoeil , Jun, Chi-Hyuck

Conference Paper Issue Date2014-06-09 View13

Learning a Personalized Subspace for Federated Learning

Hahn, Seok-Ju , Jeong, Minwoo , Lee, Junghye

Conference Paper Issue Date2021-11-12 View9

Markov blanket feature selection for classification

Lee, Junghye , Jun, Chi-Hyuck

Conference Paper Issue Date2014-11-21 View6

Markov Blanket Feature Selection in Mixed Data

Lee, Junghye , Jeong, Junyoung , Jun, Chi-Hyuck

Conference Paper Issue Date2015-12-09 View6

Markov blanket feature selection to improve accuracy of a multivariate calibration model for spectral data

Lee, Junghye , Chang, Kyeol , Lee, Hyeseon , Jun, Chi-Hyuck , Chung, Hoeil

Conference Paper Issue Date2015-06-22 View10

Markov blanket-based universal feature selection for classification and regression of mixed-type data File

Lee, Junghye , Jeong, Jun-Yong , Jun, Chi-Hyuck

Article Issue Date2020-11 View15

Multichannel convolution neural network for gas mixture classification File

Oh, YongKyung , Lim, Chiehyeon , Lee, Junghye , Kim, Sewon , Kim, Sungil

Article Issue Date2022-06 View31

Patient-specific molecular response dynamics can predict the possibility of relapse during the second treatment-free remission attempt in chronic myelogenous leukemia File File

Kim, Eunjung , Hwang, Eo-Jin , Lee, Junghye , Kim, Dae-Young , Kim, Jae-Young , Kim, Dong-Wook

Article Issue Date2022-10 View11

Prediction of Hypertension Complications Risk Using Classification Techniques File

Lee, Wonji , Lee, Junghye , Lee, Hyeseon , Jun, Chi-Hyuck , Park. Il-Su , Kagn, Sung-Hong

Article Issue Date2014-12 View11

Prediction of type 2 diabetes using genome-wide polygenic risk score and metabolic profiles: A machine learning analysis of population-based 10-year prospective cohort study File File

Hahn, Seok-Ju , Kim, Suhyeon , Choi, Young Sik , Lee, Junghye , Kang, Jihun

Article Issue Date2022-12 View21

Privacy Preserving and Secure Logistic Regression for Horizontally Distributed Data

Lee, Junghye

Conference Paper Issue Date2019-06-28 View15

Privacy-preserving Federated Bayesian Learning of a Generative Model for Imbalanced Classification of Clinical Data

Hahn, Seok-Ju , Lee, Junghye

Conference Paper Issue Date2019-11-08 View12

Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis File File

Lee, Junghye , Sun, Jimeng , Wang, Fei , Wang, Shuang , Jun, Chi-Hyuck , Jiang, Xiaoqian

Article Issue Date2018-04 View17

Privacy-preserving Predictive Modeling in a Federated Setting

Lee, Junghye

Conference Paper Issue Date2021-08-19 View14

Privacy-Preserving Predictive Modeling: Harmonization of Contextual Embeddings From Different Sources File File

Huang, Yingxiang , Lee, Junghye , Wang, Shang , Sun, Jimeng , Liu, Hongfang , Jiang, Xiaoqian

Article Issue Date2018-05 View18

Risk assessment for hypertension and hypertension complications incidences using a Bayesian network File

Lee, Junghye , Lee, Wonji , Park, Il-Su , Kim, Hun-Sung , Lee, Hyeseon , Jun, Chi-Hyuck

Article Issue Date2016-10 View15

Risk Prediction of Hypertension Complicates using Classification Techniques

Lee, Wonji , Lee, Junghye , Lee, Hyeseon , Jun, Chi-Hyuck

Conference Paper Issue Date2014-05-16 View6

Risk score-embedded deep learning for biological age estimation: Development and validation File File

Kim, Suhyeon , Kim, Hangyeol , Lee, Eun-Sol , Lim, Chiehyeon , Lee, Junghye

Article Issue Date2022-03 View29

Risk Score-Embedded Deep Representation Learning for BA Estimation

Kim, Suhyeon , Lee, Junghye

Conference Paper Issue Date2021-08-18 View8

Secure and Differentially Private Logistic Regression for Horizontally Distributed Data File

Kim, Miran , Lee, Junghye , Ohno-Machado, Lucila , Jiang, Xiaoqian

Article Issue Date2020-01 View21

Selection of variables in a series of spectra collected by continuously changing sample temperature to improve accuracy of multivariate analysis

Lee, Junghye , Chang, Kyeol , Chung, Hoeil , Lee, Hyeseon

Conference Paper Issue Date2015-06-22 View7

Support Vector Regression based Recursive Feature Elimination for Compositional Prediction of Naphtha by Near-infrared Spectroscopy

Lee, Junghye , Lee, Hyeseon , Chung, Hoeil

Conference Paper Issue Date2014-06-17 View9

Technology Opportunity Discovery using Deep Learning-based Text Mining and a Knowledge Graph File

Lee, MyoungHoon , Kim, Suhyeon , Kim, Hangyeol , Lee, Junghye

Article Issue Date2022-07 View17

Word2vec based Latent Semantic Analysis (W2V-LSA): 새로운 토픽 모델링을 통한 블록체인 기술 연구 트렌드 분석

Kim, Suhyeon , Park, Haecheong , Lee, Junghye

Conference Paper Issue Date2018-11-09 View19

Word2vec-based latent semantic analysis (W2V-LSA) for topic modeling: A study on blockchain technology trend analysis File File

Kim, Suhyeon , Park, Haecheong , Lee, Junghye

Article Issue Date2020-08 View22

국가간 무역 유사도 그래프를 이용한 항만 물동량 예측 시스템 및 그 방법

이정혜 , 임동철 , 손원호 , 김수현

Patent Issue Date View19

기계학습 기반의 환경성 질환 사망자 수 이상치 탐지 모델 개발

이정혜 , 박혜림 , 강혜원 , 손원호

Patent Issue Date View16

데이터 연합 기반의 질병 진단 시스템 및 그 운용 방법

임치현 , 이정혜

Patent Issue Date View8

딥러닝 기반의 환경위험지수 개발 및 이를 활용한 환경성 질환 사망 예측

이정혜 , 박혜림 , 강혜원 , 손원호

Patent Issue Date View15

딥러닝을 기반으로 하는 생체 나이 추정 장치 및 방법

이정혜 , 임치현 , 김수현 , 이은솔 , 임동철 , 서현우 , 김한결

Patent Issue Date View24

석유화학 공정의 품질 예측 및 공정 최적화를 위한 인공지능 개발 및 실공정 적용

윤기혁 , 김경빈 , 조호진 , 이정혜 , 임치현

Conference Paper Issue Date2021-05-21 View6

센서 드리프트 보상 방법 및 장치

김성일 , 이주희 , 임치현 , 이정혜 , 오용경 , 김예람 , 김남우 , 김세원 , 김예진

Patent Issue Date View20

위험 점수를 반영한 학습 기반의 위험 지표 산출 장치 및 방법

이정혜 , 임동철 , 김한결 , 김수현

Patent Issue Date View19

음성 구간 검출장치 및 그 방법

이정혜 , 최범석 , 홍운기

Patent Issue Date View20

인공지능 기반의 환경보건 사망자 이상치 탐지 분석 프로그램

이정혜 , 손원호 , 이학민 , 박혜림 , 강혜원

Patent Issue Date View9

품목 기술내용을 반영한 품목명 오탈자 탐지 및 수정 시스템, 그리고 그 방법

이정혜 , 김수현 , 손원호 , 김재호 , 길영재 , 한석주 , 김경빈 , 임동철

Patent Issue Date View26

프라이버시를 보장하는 연합학습 알고리즘 개발 및 그 활용

Lee, Junghye

Conference Paper Issue Date2021-11-02 View9

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