Word2vec-based latent semantic analysis (W2V-LSA) for topic modeling: A study on blockchain technology trend analysis S Kim, H Park, J Lee Expert Systems with Applications 152, 113401, 2020 | 186 | 2020 |
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 SJ Hahn, S Kim, YS Choi, J Lee, J Kang EBioMedicine 86, 2022 | 46 | 2022 |
Technology opportunity discovery using deep learning-based text mining and a knowledge graph MH Lee, S Kim, H Kim, J Lee Technological Forecasting and Social Change 180, 121718, 2022 | 41 | 2022 |
A multi-stage data mining approach for liquid bulk cargo volume analysis based on bill of lading data S Kim, W Sohn, D Lim, J Lee Expert Systems with Applications 183, 115304, 2021 | 14 | 2021 |
Risk score-embedded deep learning for biological age estimation: Development and validation S Kim, H Kim, ES Lee, C Lim, J Lee Information Sciences 586, 628-643, 2022 | 9 | 2022 |
Word2Vec-based efficient privacy-preserving shared representation learning for federated recommendation system in a cross-device setting TH Lee, S Kim, J Lee, CH Jun Information Sciences 651, 119728, 2023 | 8 | 2023 |
HarmoSATE: Harmonized embedding-based self-attentive encoder to improve accuracy of privacy-preserving federated predictive analysis TH Lee, S Kim, J Lee, CH Jun Information Sciences 662, 120265, 2024 | 2 | 2024 |
Word2vec based Latent Semantic Analysis (W2V-LSA): 새로운 토픽 모델링을 통한 블록체인 기술 연구 트렌드 분석 김수현, 박해청, 이정혜 대한산업공학회 추계학술대회 논문집, 2296-2304, 2018 | 2 | 2018 |
Household financial health: a machine learning approach for data-driven diagnosis and prescription K Kim, Y Hwang, D Lim, S Kim, J Lee, Y Lee Quantitative Finance 23 (11), 1565-1595, 2023 | 1 | 2023 |
Fashion outfit recommendation using multi-modal attention mechanism W Sohn, S Kim, D Lim, HR Park, J Lee, W Lee, J Kim, H Yu 대한산업공학회 추계학술대회 논문집, 2566-2606, 2023 | 1 | 2023 |
딥러닝 기반 다변량 시계열 결측치 대체 모델을 이용한 대기질 결측치 보간 고현준, 김수현 한국통신학회 학술대회논문집, 542-543, 2024 | | 2024 |
Knowledge Graph-Enhanced Cross-Domain Recommendation: Bridging Music and Books WJ Lee, S Kim 대한산업공학회 춘계공동학술대회 논문집, 1724-1737, 2024 | | 2024 |
토픽 모델링을 사용한 정보보호 및 보안 관련 국가 R&D 사업 기술 동향 분석 윤선영, 김민영, 김수현 한국산학기술학회논문지 25 (4), 361-371, 2024 | | 2024 |
학습자 유형 분석 및 성과 예측을 통한 맞춤형 이러닝 관리 시스템 제안 김민영, 윤선영, 김수현 한국산학기술학회 논문지 25 (2), 707-714, 2024 | | 2024 |
Privacy-preserving Federated Predictive Analysis using Harmonized Embedding-based Self-attentive Encoder TH Lee, S Kim, CH Jun, J Lee 한국경영과학회 학술대회논문집, 3486-3494, 2023 | | 2023 |
Temporal Matrix Factorization-based Graph Neural Network for Multivariate Time Series Forecasting with Missing Values S Kim, TH Lee, J Lee 대한산업공학회 춘계공동학술대회 논문집, 104-119, 2023 | | 2023 |
SI-MCN: Style Identifiable Outfit Compatibility Learning for Fashion Recommendations W Sohn, D Lim, S Kim, HR Park, J Lee, J Kim, S Noh, D Choi, Y Choi, ... 대한산업공학회 추계학술대회 논문집, 1586-1619, 2022 | | 2022 |
Efficient Privacy-preserving Shared Representation Learning in Cross-device Federated Learning TH Lee, S Kim, J Lee, CH Jun 대한산업공학회 춘계공동학술대회 논문집, 1832-1843, 2022 | | 2022 |
T-NESNet: Temporal Node-Edge Switching Network for Multivariate Time Series Forecasting S Kim, TH Lee, J Lee 한국경영과학회 학술대회논문집, 115-127, 2022 | | 2022 |
A Port Throughput Prediction Model based on Dynamic Graph Representation Learning W Sohn, S Kim, D Lim, J Lee 한국경영과학회 학술대회논문집, 2476-2513, 2021 | | 2021 |