Minkyung Kim

19 papers A* 1C 1Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Normality-calibrated autoencoder for unsupervised anomaly detection on data contamination.
Neurocomputing
Jongmin Yu, Minkyung Kim, Junsik Kim, Hyeontaek Oh
2024 J jnl
An Iterative Method for Unsupervised Robust Anomaly Detection Under Data Contamination.
IEEE Trans. Neural Networks Learn. Syst.
Minkyung Kim, Jongmin Yu, Junsik Kim, Tae-Hyun Oh, Jun Kyun Choi
2024 J jnl
Weakly Supervised Contrastive Learning for Unsupervised Vehicle Reidentification.
IEEE Trans. Neural Networks Learn. Syst.
Jongmin Yu, Hyeontaek Oh, Minkyung Kim, Junsik Kim
2023 J jnl
Active anomaly detection based on deep one-class classification.
CoRR
Minkyung Kim, Junsik Kim, Jongmin Yu, Jun Kyun Choi
2023 J jnl
Active anomaly detection based on deep one-class classification.
Pattern Recognit. Lett.
Minkyung Kim, Junsik Kim, Jongmin Yu, Jun Kyun Choi
2023 J jnl
An Iterative Method for Unsupervised Robust Anomaly Detection Under Data Contamination.
CoRR
Minkyung Kim, Jongmin Yu, Junsik Kim, Tae-Hyun Oh, Jun Kyun Choi
2023 J jnl
Unsupervised Deep One-Class Classification with Adaptive Threshold based on Training Dynamics.
CoRR
Minkyung Kim, Junsik Kim, Jongmin Yu, Jun Kyun Choi
2022 A* conf
Camera-Tracklet-Aware Contrastive Learning for Unsupervised Vehicle Re-Identification.
ICRA
Jongmin Yu, Junsik Kim, Minkyung Kim, Hyeontaek Oh
2022 — conf
Unsupervised Deep One-Class Classification with Adaptive Threshold based on Training Dynamics.
ICDM (Workshops)
Minkyung Kim, Junsik Kim, Jongmin Yu, Jun Kyun Choi
2022 J jnl
Unusual Insider Behavior Detection Framework on Enterprise Resource Planning Systems Using Adversarial Recurrent Autoencoder.
IEEE Trans. Ind. Informatics
Jongmin Yu, Hyeontaek Oh, Minkyung Kim, Sehun Jung
2021 J jnl
Camera-Tracklet-Aware Contrastive Learning for Unsupervised Vehicle Re-Identification.
CoRR
Jongmin Yu, Junsik Kim, Minkyung Kim, Hyeontaek Oh
2021 C conf
Driver Identification for Different Road Shapes Using Vehicle IoT Sensing Data.
ICCE
Junghyun Lee, Minkyung Kim, Sangdon Park, Jun Kyun Choi, Yoonjin Hwang
2021 J jnl
Normality-Calibrated Autoencoder for Unsupervised Anomaly Detection on Data Contamination.
CoRR
Jongmin Yu, Hyeontaek Oh, Minkyung Kim, Junsik Kim
2021 J jnl
Real-Time Abnormal Insider Event Detection on Enterprise Resource Planning Systems via Predictive Auto-Regression Model.
IEEE Access
Jongmin Yu, Minkyung Kim, Hyeontaek Oh, Jinhong Yang
2018 — conf
Analysis of power usage at household and proper energy management.
ICTC
Jangkyum Kim, Jaeseob Han, Nakyoung Kim, Minkyung Kim, Jun Kyun Choi
2018 — conf
Dynamics of Electricity Consumers for Classifying Power Consumption Data Using PCA.
BigComp
Minkyung Kim, Sangdon Park, Kireem Han, Nakyoung Kim, Jun Kyun Choi
2018 — conf
Energy Trading in Wireless Power Transmission System Considering Nonlinear Rectifier.
GCCE
Jaeseob Han, Sangdon Park, Gyeong Ho Lee, Minkyung Kim, Hyeonseok Seo, Jun Kyun Choi
2018 — conf
LSTM Based Short-term Electricity Consumption Forecast with Daily Load Profile Sequences.
GCCE
Nakyoung Kim, Minkyung Kim, Jun Kyun Choi
2017 — conf
Energy independence of energy trading system in microgrid.
ISGT Asia
Minkyung Kim, Sangdon Park, Jun Kyun Choi, Joohyung Lee