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Junghye Lee
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2020 – today
- 2024
- [j14]Dongcheol Lim
, Hyewon Kang
An Interpersonal Dynamics Analysis Procedure With Accurate Voice Activity Detection Using Low-Cost Recording Sensors. IEEE Access 12: 68427-68440 (2024) - [j13]YongKyung Oh, Chiehyeon Lim, Junghye Lee
Multichannel convolution neural network for gas mixture classification. Ann. Oper. Res. 339(1-2): 261-295 (2024) - [j12]Taek-Ho Lee
HarmoSATE: Harmonized embedding-based self-attentive encoder to improve accuracy of privacy-preserving federated predictive analysis. Inf. Sci. 662: 120265 (2024) - [c3]Seok-Ju Hahn, Gi-Soo Kim, Junghye Lee:
Pursuing Overall Welfare in Federated Learning through Sequential Decision Making. ICML 2024 - [c2]Jaeho Kim
CAFO: Feature-Centric Explanation on Time Series Classification. KDD 2024: 1372-1382 - [i6]Seok-Ju Hahn, Gi-Soo Kim, Junghye Lee:
Pursuing Overall Welfare in Federated Learning through Sequential Decision Making. CoRR abs/2405.20821 (2024) - [i5]Jaeho Kim, Seok-Ju Hahn, Yoontae Hwang, Junghye Lee, Seulki Lee:
CAFO: Feature-Centric Explanation on Time Series Classification. CoRR abs/2406.01833 (2024) - 2023
- [j11]Jaeho Kim
Multitask Deep Learning for Human Activity, Speed, and Body Weight Estimation Using Commercial Smart Insoles. IEEE Internet Things J. 10(18): 16121-16133 (2023) - [j10]Taek-Ho Lee
Word2Vec-based efficient privacy-preserving shared representation learning for federated recommendation system in a cross-device setting. Inf. Sci. 651: 119728 (2023) - 2022
- [j9]Suhyeon Kim, Hangyeol Kim, Eun-Sol Lee, Chiehyeon Lim, Junghye Lee
Risk score-embedded deep learning for biological age estimation: Development and validation. Inf. Sci. 586: 628-643 (2022) - [c1]Seok-Ju Hahn, Minwoo Jeong, Junghye Lee
Connecting Low-Loss Subspace for Personalized Federated Learning. KDD 2022: 505-515 - 2021
- [j8]Junghye Lee
An efficient multivariate feature ranking method for gene selection in high-dimensional microarray data. Expert Syst. Appl. 166: 113971 (2021) - [j7]Suhyeon Kim, Wonho Sohn, Dongcheol Lim, Junghye Lee
A multi-stage data mining approach for liquid bulk cargo volume analysis based on bill of lading data. Expert Syst. Appl. 183: 115304 (2021) - [j6]Taek-Ho Lee
Bilingual autoencoder-based efficient harmonization of multi-source private data for accurate predictive modeling. Inf. Sci. 568: 403-426 (2021) - [i4]Seok-Ju Hahn, Minwoo Jeong, Junghye Lee:
Subspace Learning for Personalized Federated Optimization. CoRR abs/2109.07628 (2021) - 2020
- [j5]Suhyeon Kim, Haecheong Park, Junghye Lee
Word2vec-based latent semantic analysis (W2V-LSA) for topic modeling: A study on blockchain technology trend analysis. Expert Syst. Appl. 152: 113401 (2020) - [j4]Junghye Lee
Markov blanket-based universal feature selection for classification and regression of mixed-type data. Expert Syst. Appl. 158: 113398 (2020) - [j3]Junghee Lee, Daehyeon Han
Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery. Remote. Sens. 12(7): 1097 (2020) - [j2]Miran Kim
Secure and Differentially Private Logistic Regression for Horizontally Distributed Data. IEEE Trans. Inf. Forensics Secur. 15: 695-710 (2020) - [i3]Yeongjae Gil, Xiaoqian Jiang, Miran Kim, Junghye Lee:
Secure and Differentially Private Bayesian Learning on Distributed Data. CoRR abs/2005.11007 (2020) - [i2]Seok-Ju Hahn, Junghye Lee:
GRAFFL: Gradient-free Federated Learning of a Bayesian Generative Model. CoRR abs/2008.12925 (2020)
2010 – 2019
- 2019
- [i1]Seok-Ju Hahn, Junghye Lee:
Privacy-preserving Federated Bayesian Learning of a Generative Model for Imbalanced Classification of Clinical Data. CoRR abs/1910.08489 (2019) - 2018
- [j1]Miae Kim
Convolutional Neural Network-Based Land Cover Classification Using 2-D Spectral Reflectance Curve Graphs With Multitemporal Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 4604-4617 (2018)
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last updated on 2024-10-07 21:22 CEST by the dblp team
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