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Myung Jun Kim
Myung Jun Kim
SODA Team, INRIA Saclay
inria.fr의 이메일 확인됨
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Semi-supervised learning for hierarchically structured networks
M Kim, D Lee, H Shin
Pattern Recognition 95, 191-200, 2019
232019
Drug repurposing with network reinforcement
Y Nam, M Kim, HS Chang, H Shin
BMC bioinformatics 20, 1-10, 2019
222019
Historical inference based on semi-supervised learning
D Lee, S Lee, M Kim, H Shin
Expert Systems with Applications 106, 121-131, 2018
132018
Inference on chains of disease progression based on disease networks
D Lee, M Kim, H Shin
Plos one 14 (6), e0218871, 2019
92019
An inference method from multi-layered structure of biomedical data
M Kim, Y Nam, H Shin
BMC medical informatics and decision making 17, 1-10, 2017
82017
CLASH: Complementary Linkage with Anchoring and Scoring for Heterogeneous biomolecular and clinical data
Y Nam, M Kim, K Lee, H Shin
BMC medical informatics and decision making 16 (3), 163-173, 2016
82016
Latent Feature Separation and Extraction with Multiple Parallel Encoders for Convolutional Autoencoder
J Kim, M Kim, H Shin
2022 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2022
42022
Inference on historical factions based on multi-layered network of historical figures
M Kim, D Lee, S Lee, G Lee, H Shin
Expert Systems with Applications 161, 113703, 2020
42020
Semi-supervised network regression with Gaussian process
M Kim, D Lee, H Shin
2022 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2022
32022
Fast Prediction for Suspect Candidates from Criminal Networks
JH Jhee, MJ Kim, M Park, J Yeon, Y Kwak, H Shin
2023 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2023
22023
Learning Neural Networks without Lazy Weights
D Lee, J Cho, M Kim, S Park, H Shin
2022 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2022
12022
Dementia key gene identification with multi-layered SNP-gene-disease network
D Lee, M Kim, SJ Son, CH Hong, H Shin
Bioinformatics 36 (Supplement_2), i831-i839, 2020
12020
Fast Prediction for Criminal Suspects through Neighbor Mutual Information-Based Latent Network
JH Jhee, MJ Kim, M Park, J Yeon, H Shin
International Journal of Intelligent Systems 2023, 2023
2023
Accelerated Graph Integration with Approximation of Combining Parameters
T Yun, MJ Kim, H Shin
International Conference on Machine Learning, Optimization, and Data Science …, 2023
2023
Lazy Node-Dropping Autoencoder
J Lee, MJ Kim, H Shin
2023 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2023
2023
Fast Integration for Multiple Graphs with Neumann Approximation
T Yun, MJ Kim, H Shin
2023 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2023
2023
Fast Integration for Multiple Networks with Combining Parameter Approximation
T Yun, M Kim, H Shin
대한산업공학회 춘계공동학술대회 논문집, 3184-3196, 2022
2022
Brain Volume Prediction from SNP network with Semi-Supervised Regression
D Lee, HW Roh, M Kim, NR Kim, SJ Son, CH Hong, H Shin
2022 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2022
2022
Drug Repositioning with Disease-Drug Clusters from Word Representations
D Lee, M Kim, H Shin
2022 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2022
2022
Error analysis on approximate graph-based semi-supervised learning
M Kim, H Shin
한국정보과학회 학술발표논문집, 587-589, 2021
2021
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학술자료 1–20