Deep Learning-Based Power Facility Sensing Data for Energy Pattern Classification Performance Analysis and Ensemble Techniques

Changjoon Park, Inki Kim, Beomjun Kim, Jeonghwan Gwak* , in Proceeding of The Korean Institute of Electrical Engineers , April 7. 2023

A Study on the Performance Improvement of Rotational Machinery Anomaly Detection through Deep Feature Ensemble of Self-Attention LSTM Autoencoder and LSTM Autoencoder Based on Unsupervised Learning

Inki Kim, Beomjun Kim, Jeonghwan Gwak* , in Proceeding of The Korean Institute of Electrical Engineers , April 7. 2023

Performance Analysis of Time Series Models for Anomaly Detection in Power Facility Performance Status

Namjung Kim, Inki Kim, Beomjun Kim, Jeonghwan Gwak* , in Proceeding of The Korean Institute of Electrical Engineers , April 7. 2023

A Study on Deep Learning-based Normailzing Flow for Visual Anomay Detection System

Yonghoon Jeon, Jeonghwan Gwak* , in Proceeding of The Korean Institute of Electrical Engineers , April 7. 2023

Multi Learning-based Deep Learning Model for Anomaly Detection and Degree Measurement of Degradation on Solar Panel Cell Images

Beomjun Kim, Inki Kim, Jeonghwan Gwak* , in Proceeding of The Korean Institute of Electrical Engineers , April 7. 2023

Partial Discharge Detection Research Using Vision Transformer Based on PRPD Data

Inki Kim, Namjung Kim, Beomjun Kim, Jeonghwan Gwak* , in Proceedings of the Korea Institute of information and Communication Engineering , October 27. 2023

Intergrating PRPD Imaging with LSTM Networks for Enhenced Partial Discharge Prediction

Beomjun Kim, Minjun Song, ChangJoon Park, Inki Kim, Jeonghwan Gwak* , in Proceedings of the Korea Institute of information and Communication Engineering , October 27. 2023

A Comparative Study of Deep Learning Models in Diagnosing Partial Discharge via PRPD Patterns

Changjoon Park, Beomjun Kim, Jaehyun Lee, Inki Kim, Jeonghwan Gwak* , in Proceedings of the Korea Institute of information and Communication Engineering , October 27. 2023

Convolutional Neural Networks in PRPD Pattern Recognition for Partial Discharge Diagnosis

Namjung Kim, Minjun Song, Junhwi Park, Inki Kim, Jeonghwan Gwak* , in Proceedings of the Korea Institute of information and Communication Engineering , October 27. 2023

Feature Ensemble-based Wolff Parkinson White Syndrom Classification through ECG

Gyutae Oh, Inki Kim, Beomjun Kim, Younghoon Jeon, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , January 13. 2023

One-Class Classificatioin based on Recorded Mouse Activity for Detecting Abnormal Game Users

Minjun Song, Inki Kim, Beomjun Kim, Younghoon Jeon, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , January 13. 2023

Research on Pothole Detection using Feature-Level Ensemble of Pretrained Deep Learning Models

Yeun Shin, Inki Kim, Beomjun Kim, Younghoon Jeon, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , January 13. 2023

Attention Modules for improving Cough Detecton Performance based on Mel-Spectogram

Changjoon Park, Inki Kim, Younghoon Jeon, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , January 13. 2023

Performance Analysis of Object Detection Method for Railway Track Equipment Based on YOLO

Junhwi Park, Changjoon Park, Namjung Kim, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , July 14. 2023