Minkyung Kim

Orcid: 0000-0002-6394-8638

Affiliations:

Korea Advanced Institute of Science and Technology (KAIST), School of Electrical Engineering, Daejeon, South Korea

According to our database¹, Minkyung Kim authored at least 14 papers between 2017 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2024

Weakly Supervised Contrastive Learning for Unsupervised Vehicle Reidentification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., November, 2024

An Iterative Method for Unsupervised Robust Anomaly Detection Under Data Contamination.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2024

2023

Active anomaly detection based on deep one-class classification.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., March, 2023

2022

Unusual Insider Behavior Detection Framework on Enterprise Resource Planning Systems Using Adversarial Recurrent Autoencoder.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

Camera-Tracklet-Aware Contrastive Learning for Unsupervised Vehicle Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Unsupervised Deep One-Class Classification with Adaptive Threshold based on Training Dynamics.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2021

Normality-Calibrated Autoencoder for Unsupervised Anomaly Detection on Data Contamination.

[BibT_eX]

[DOI]

CoRR, 2021

Real-Time Abnormal Insider Event Detection on Enterprise Resource Planning Systems via Predictive Auto-Regression Model.

[BibT_eX]

[DOI]

IEEE Access, 2021

Driver Identification for Different Road Shapes Using Vehicle IoT Sensing Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics, 2021

2018

Analysis of power usage at household and proper energy management.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information and Communication Technology Convergence, 2018

LSTM Based Short-term Electricity Consumption Forecast with Daily Load Profile Sequences.

[BibT_eX]

[DOI]

Nakyoung Kim

Minkyung Kim

Jun Kyun Choi

Proceedings of the IEEE 7th Global Conference on Consumer Electronics, 2018

Energy Trading in Wireless Power Transmission System Considering Nonlinear Rectifier.

[BibT_eX]

[DOI]

Proceedings of the IEEE 7th Global Conference on Consumer Electronics, 2018

Dynamics of Electricity Consumers for Classifying Power Consumption Data Using PCA.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2017

Energy independence of energy trading system in microgrid.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Innovative Smart Grid Technologies - Asia, 2017

Minkyung Kim

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