Minkyung Kim

According to our database, Minkyung Kim authored at least 13 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Active anomaly detection based on deep one-class classification.

Minkyung Kim, Junsik Kim, Jongmin Yu, Jun Kyun Choi

Pattern Recognit. Lett., March, 2023

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

Minkyung Kim, Jongmin Yu, Junsik Kim, Tae-Hyun Oh, Jun Kyun Choi

CoRR, 2023

2022

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

Jongmin Yu, Hyeontaek Oh, Minkyung Kim, Sehun Jung

IEEE Trans. Ind. Informatics, 2022

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

Jongmin Yu, Junsik Kim, Minkyung Kim, Hyeontaek Oh

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

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

Minkyung Kim, Junsik Kim, Jongmin Yu, Jun Kyun Choi

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

2021

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

Jongmin Yu, Hyeontaek Oh, Minkyung Kim, Junsik Kim

CoRR, 2021

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

Jongmin Yu, Minkyung Kim, Hyeontaek Oh, Jinhong Yang

IEEE Access, 2021

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

Junghyun Lee, Minkyung Kim, Sangdon Park, Jun Kyun Choi, Yoonjin Hwang

Proceedings of the IEEE International Conference on Consumer Electronics, 2021

2018

Analysis of power usage at household and proper energy management.

Jangkyum Kim, Jaeseob Han, Nakyoung Kim, Minkyung Kim, Jun Kyun Choi

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

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

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.

Jaeseob Han, Sangdon Park, Gyeong Ho Lee, Minkyung Kim, Hyeonseok Seo, Jun Kyun Choi

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

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

Minkyung Kim, Sangdon Park, Kireem Han, Nakyoung Kim, Jun Kyun Choi

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

2017

Energy independence of energy trading system in microgrid.

Minkyung Kim, Sangdon Park, Jun Kyun Choi, Joohyung Lee

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