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전체 논문

32

1

MMP Net: A feedforward neural network model with sequential inputs for representing continuous multistage manufacturing processes without intermediate outputs
전재욱, 김재영, 이경민, 조호진, 김경빈, 이정혜, 윤기혁, 임치현
IISE Transactions, 2024

2

HarmoSATE: Harmonized embedding-based self-attentive encoder to improve accuracy of privacy-preserving federated predictive analysis
이정혜, Lee Taek-Ho, Kim Suhyeon, Jun Chi-Hyuck
INFORMATION SCIENCES, 2024

3

An Interpersonal Dynamics Analysis Procedure With Accurate Voice Activity Detection Using Low-Cost Recording Sensors
이정혜, Lim Dongcheol, Kang Hyewon, Choi Beomseok, Hong Woonki
IEEE ACCESS, 2024

4

Word2Vec-based efficient privacy-preserving shared representation learning for federated recommendation system in a cross-device setting
이정혜, 이택호, 김수현, 전치혁
INFORMATION SCIENCES, 2023

5

Household financial health: a machine learning approach for data-driven diagnosis and prescription
이정혜, 김경빈, 황윤태, 이용재, 임동철, 김수현
QUANTITATIVE FINANCE, 2023

6

Multitask Deep Learning for Human Activity, Speed, and Body Weight Estimation Using Commercial Smart Insoles
이정혜, Kim Jaeho, Kang Hyewon, Yang Jaewan, Jung Haneul, Lee Seulki
IEEE Internet of Things Journal, 2023

7

Chemistry-informed machine learning: Using chemical property features to improve gas classification performance
이정혜, Kim Yeram, Lim Chiehyeon, Kim Sungil, Kim Sewon, Seo Dong-Hwa
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2023

8

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
Hahn, SJ, Kim, S, Choi, YS, Lee, J, Kang, J
EBIOMEDICINE, 2022

9

Patient-specific molecular response dynamics can predict the possibility of relapse during the second treatment-free remission attempt in chronic myelogenous leukemia
Kim, E, Hwang, EJ, Lee, J, Kim, DY, Kim, JY, Kim, DW
NEOPLASIA, 2022

10

Technology Opportunity Discovery using Deep Learning-based Text Mining and a Knowledge Graph
Lee, M, Kim, S, Kim, H, Lee, J
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2022