Byung-Tak Lee

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 31

Top Topics

Anomaly Detection

Calculation Method

Human Activity Recognition

Top Venues

IEEE Internet Things J.

IEEE Trans. Consumer Electron.

Publications

Seung-Chul Son, Seok-Kap Ko, Hyungok Lee, Sangjoon Lee, Byung-Tak Lee
SIMA: Scalable IoT Microservice Architecture With Users and Things Joint Load Balancing. IEEE Internet Things J. 11 (5) (2024)
Sangjun Park, Hyungok Lee, Yu Min Hwang, Seok-Kap Ko, Byung-Tak Lee
Enhanced Prediction Model for Human Activity Using an End-to-End Approach. IEEE Internet Things J. 10 (7) (2023)
SangJoon Lee, Byung-Tak Lee, Seokkap Ko
PINN application for compressible gas flow transient analysis. ICTC (2023)
Hyunyong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
Towards Uncertainty-aware Remaining Useful Life Prediction via Domain Adaptation. ICTC (2022)
Jungi Lee, Sangjoon Lee, Sangjun Park, Byung-Tak Lee
A study on the sleep quality analysis of single-person households based on life pattern data using ambient sensors. ICTC (2022)
Hyunyong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
An Empirical Study of Remaining Useful Life Prediction using Deep Learning Models. ICTC (2022)
Seung-Chul Son, Seokkap Ko, Hyungok Lee, Byung-Tak Lee
Predictive Mechanism for Server Health Check: Network Packet-Flow Learning Approach. ICTC (2022)
Hyun Yong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
A Study of Prediction Methods for lithium-ion Battery Capacity. ICTC (2022)
Nac-Woo Kim, HyunYong Lee, Jun-Gi Lee, Byung-Tak Lee
Sound-based anomaly detection using a locally constrained capsule network. ICTC (2021)
Hyunyong Lee, Hyunseok Jang, Seung-Hun Oh, Nac-Woo Kim, Seongcheol Kim, Byung-Tak Lee
Novel Single Group-Based Indirect Customer Baseline Load Calculation Method for Residential Demand Response. IEEE Access 9 (2021)
Nac-Woo Kim, HyunYong Lee, Jun-Gi Lee, Byung-Tak Lee
Transformer based prediction method for solar power generation data. ICTC (2021)
Yu Min Hwang, Sangjun Park, Hyungok Lee, Seok-Kap Ko, Byung-Tak Lee
Deep Learning for Human Activity Recognition Based on Causality Feature Extraction. IEEE Access 9 (2021)
Hyunyong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
Patch-Level Operation With Adaptive Patch Control for Improving Anomaly Localization. IEEE Access 9 (2021)
HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
An Approach for Utilizing Correlation among Sensors for Unsupervised Anomaly Detection of Wind Turbine System. ICTC (2021)
HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
Error Distribution-based Anomaly Score for Forecasting-based Anomaly Detection of PV Systems. ICTC (2021)
Jun-Gi Lee, HyunYong Lee, Nac-Woo Kim, Byung-Tak Lee
A Study on Online ARIMA Algorithms applying various gradient descent optimization algorithms for Time Series Prediction. ICTC (2021)
HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
Performance-related Internal Clustering Validation Index for Clustering-based Anomaly Detection. ICTC (2021)
Seungmin Oh, Seokgap Ko, Eden Kim, Byung-Tak Lee
Power Quality Problem Classification Methods Based on Active Transfer Learning. ICTC (2020)
Nac-Woo Kim, HyunYong Lee, SangJun Park, Jun-Gi Lee, Byung-Tak Lee
Acoustic Feature based Abnormal Diagnosis Techniques with Capsule Networks. ICTC (2020)
HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
A Study on Distance Measure for Effective Anomaly Detection using AutoEncoder. ICTC (2020)
Seung-Chul Son, Seok-Kap Ko, Hyungok Lee, Byung-Tak Lee
LwM2M based IoT Microservice Model with Repicas Synchronization Technique. ICTC (2020)
HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
Kalman Filter-based Adaptive Forecasting of PV Power Output. ICTC (2020)
Jun-Gi Lee, Nac-Woo Kim, HyunYong Lee, SangJun Park, Byung-Tak Lee
Machine Learning-based Analysis of correlation between Energy Consumption data of the Company and its Sales. ICTC (2020)
HyunYong Lee, Byung-Tak Lee
Approaches for Improving Bloom Filter-Based Set Membership Query. J. Inf. Process. Syst. 15 (3) (2019)
HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
Uncertainty-aware Deep Learning Forecast using Dropout-based Ensemble Method. ICTC (2019)
HyunYong Lee, Byung-Tak Lee
Bayesian Deep Learning-based Confidence-aware Solar Irradiance Forecasting System. ICTC (2018)
Seung-Chul Son, Hyungok Lee, Byung-Tak Lee
CoAP-based lightweight information exchange technique for demand response. ICTC (2017)
Gihyeon Min, Nac-Woo Kim, Moon Sub Lee, Byung-Tak Lee
Object calibration in the active schlieren optical imaging. ICTC (2016)
Seung-Chul Son, Nak-Woo Kim, Byung-Tak Lee, Chae Ho Cho, Jo Woon Chong
A time synchronization technique for coap-based home automation systems. IEEE Trans. Consumer Electron. 62 (1) (2016)
HyunYong Lee, Byung-Tak Lee
Selective inference for accelerating deep learning-based image classification. ICTC (2016)
Seok-Kap Ko, Byung-Tak Lee
Object classification of UWB responses using S T-CNN. ICTC (2016)
Jaeseon Hwang, Hyuk Lim, Seung-Hun Oh, Byung-Tak Lee
Association Scheme with Traffic Control for IEEE 802.11 Wireless LANs. IEICE Trans. Commun. (8) (2015)
Nac-Woo Kim, Byung-Tak Lee, Young-Sun Kim
Personally customizable content authoring service for Internet Protocol television subscribers. Int. J. Commun. Syst. 26 (11) (2013)
Seung-Hun Oh, Il-Kyun Park, Seok-Kap Ko, Byung-Tak Lee, Young-Sun Kim
Transitional approaches in DTN routing algorithm. WPMC (2011)
Bong-Ho Lee, Byung-Tak Lee, Won-Sik Cheong, Namho Hur, Sooin Lee, Jae-Gon Kim
A study on the stereoscopic codecs for non-real-time 3DTV services. SD&A (2011)
Seung-Chul Son, Byung-Tak Lee, Yong-Wan Gwak, Ji-Seung Nam
Fast required bandwidth estimation technique for network adaptive streaming. IEEE Trans. Consumer Electron. 56 (3) (2010)