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Issue Date	Title / Author(s) / Citation	File
2024-10	MMP Net: A feedforward neural network model with sequential inputs for representing continuous multistage manufacturing processes without intermediate outputs Cho, Hojin; Kim, Kyeongbin; Yoon, Kihyuk; Chun, Jaewook; Kim, Jaeyong; Lee, Kyeongmin; Lee, Junghye; Chiehyeon, Lim IISE Transactions, Vol.56 No.10, pp.1058-1069	DOI
2024-08	CAFO: Feature-Centric Explanation on Time Series Classification Kim, Jaeho; Hahn, Seok-Ju; Hwang, Yoontae; Lee, Junghye; Lee, Seulki Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp.1372-1382	DOI
2024-03	HarmoSATE: Harmonized embedding-based self-attentive encoder to improve accuracy of privacy-preserving federated predictive analysis Lee, Taek-Ho; Kim, Suhyeon; Lee, Junghye; Jun, Chi-Hyuck Information Sciences, Vol.662, p. 120265	DOI
2024	An Interpersonal Dynamics Analysis Procedure With Accurate Voice Activity Detection Using Low-Cost Recording Sensors Lim, Dongcheol; Kang, Hyewon; Choi, Beomseok; Hong, Woonki; Lee, Junghye IEEE Access, Vol.12, pp.68427-68440	DOI
2024	Pursuing Overall Welfare in Federated Learning through Sequential Decision Making Hahn, Seok-Ju; Kim, Gi-Soo; Lee, Junghye Proceedings of Machine Learning Research, Vol.235, pp.17246-17278
2023-12	Word2Vec-based efficient privacy-preserving shared representation learning for federated recommendation system in a cross-device setting Lee, Taek-Ho; Kim, Suhyeon; Lee, Junghye; Jun, Chi-Hyuck Information Sciences, Vol.651, p. 119728	DOI
2023-11	Household financial health: a machine learning approach for data-driven diagnosis and prescription Kim, Kyeongbin; Hwang, Yoontae; Lim, Dongcheol; Kim, Suhyeon; Lee, Junghye; Lee, Yongjae Quantitative Finance, Vol.23 No.11, pp.1565-1595	DOI
2023-10	Understanding heterogeneous consumer preferences for residential zero-energy buildings (ZEBs) in South Korea: A latent class approach Choi, Jihye; Kee, Dohyeong; Lee, Jongsu; Kim, Justine Jihyun Sustainable Cities and Society, Vol.97, p. 104747	DOI
2023-09	Multitask Deep Learning for Human Activity, Speed, and Body Weight Estimation Using Commercial Smart Insoles Kim, Jaeho; Kang, Hyewon; Yang, Jaewan; Jung, Haneul; Lee, Seulki; Lee, Junghye IEEE Internet of Things Journal, Vol.10 No.18, pp.16121-16133	DOI
2023-06	Chemistry-informed machine learning: Using chemical property features to improve gas classification performance Kim, Yeram; Lim, Chiehyeon; Lee, Junghye; Kim, Sungil; Kim, Sewon; Seo, Dong-Hwa Chemometrics and Intelligent Laboratory Systems, Vol.237, p. 104808	DOI
2023-04	A product acceptance decision-making method based on process capability with considering gauge measurement errors Rakhmawati, Dwi Yuli; Lee, Junghye COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, Vol.52 No.8, pp.2646-2665	DOI
2023-01	Nanozyme Based on Porphyrinic Metal–Organic Framework for Electrocatalytic CO2 Reduction Lee, Junghye; Choi, Hansaem; Mun, Jinhong; Jin, Eunji; Lee, Soochan; Nam, Joohan; Umer, Muhammad; Cho, Jaeheung; Lee, Geunsik; Kwon, Youngkook; Choe, Wonyoung Small Structures, Vol.4 No.1, p. 2200087	DOI
2022-12	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, Seok-Ju; Kim, Suhyeon; Choi, Young Sik; Lee, Junghye; Kang, Jihun EBIOMEDICINE, Vol.86	DOI
2022-10	Patient-specific molecular response dynamics can predict the possibility of relapse during the second treatment-free remission attempt in chronic myelogenous leukemia Kim, Eunjung; Hwang, Eo-Jin; Lee, Junghye; Kim, Dae-Young; Kim, Jae-Young; Kim, Dong-Wook NEOPLASIA, Vol.32	DOI
2022-09	Prevalence and clinical characteristics of primary aldosteronism in a tertiary-care center in Korea Yoon, Minjae; Hong, Namki; Ha, Jaehyung; Lee, Chan Joo; Ku, Cheol Ryong; Rhee, Yumie; Park, Sungha Hypertension Research, Vol.45 No.9, pp.1418-1429	DOI
2022-09	The impact of technology learning and spillovers between emission-intensive industries on climate policy performance based on an industrial energy system model Lee, Hwarang; Kim, Hansung; Choi, Dong Gu; Koo, Yoonmo Energy Strategy Reviews, Vol.43, p. 100898	DOI
2022-09	Optrode Array for Simultaneous Optogenetic Modulation and Electrical Neural Recording Lee, Youjin; Ryu, Daeho; Jeon, Saeyeong; Lee, Yena; Cho, Yoon Kyung; Ji, Chang-Hyeon; Kim, Yong-Kweon; Jun, Sang Beom Journal of Visualized Experiments, Vol.2022 No.187, p. 63460	DOI
2022-08	Silicon optrode array with monolithically integrated SU-8 waveguide and single LED light source Ryu, Daeho; Lee, Youjin; Lee, Yongseung; Lee, Yena; Hwang, Seoyoung; Kim, Yong-Kweon; Jun, Sang Beom; Lee, Hyang Woon; Ji, Chang-Hyeon Journal of Neural Engineering, Vol.19 No.4, p. 046013	DOI
2022-08	Is renewable energy more favorable to diversity than conventional energy sources on R&D performance? Kim, Dohyoung; Hwang, Junseok Science and Public Policy, Vol.49 No.4, pp.646-658	DOI
2022-08	How are high-tech assistive devices valued in an aging society? Exploring the use and non-use values of equipment that aid limb disability Kim, Justine Jihyun; Lee, Jongsu; Shin, Jungwoo; He, Meihan Technology in Society, Vol.70, p. 102013	DOI

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