Publications
Publications
Under Review
Cost-effective Energy Management Strategy for Multiple Industries within Conglomerate
Enhancing Manufacturing Efficiency: Deep Learning-based Early Detection of Air Leakage in IoT-connected Air Compressors with Imbalanced Data
FD-TPC: Flexible and Dynamic Transmission Period Control for Enhancing Data and Energy Management Efficiency in IoT Applications
U-OTPC: Uncertainty-based Optimal Transmission Period Control Strategy in IoT Applications
A Multi-Task Neural Network with Hybrid Feature Selection for Predicting Electric Vehicle Fast Charging Durations
Hierarchical Surrogate-Based Frame Skip Optimization for Multi-Object Tracking
2026
[14] Supervised contrastive learning-based stress detection for wearable sensor-based healthcare applications
Kyungtaek Oh, Hyunseo Park*, Gyeong Ho Lee, Jun Kyun Choi, Future Generation Computer Systems, 02 Feb. 2026 (SCIE IF: 6.1)
2025
[13] Detailed Architectural Design of a Multi-Head Self-Attention Model for Lithium-Ion Battery Capacity Forecasting
Juyeon Park, Gyeong Ho Lee*, Jangkyum Kim, Yoon-Sik Yoo, Il-Woo Lee, IEEE Access, 06 March. 2025 (SCIE IF: 3.6)
[12] An Edge-Based Intelligent IoT Control System: Achieving Energy Efficiency with Secure Real-Time Incident Detection
Gyeong Ho Lee, Jaeseob Han, Journal of Network and Systems Management, Jan. 2025 (SCIE IF: 4.1)
2024
[11] Optimal Community Energy Storage System Operation in a Multi-Power Consumer system: A Stackelberg Game Theory Approach
Gyeong Ho Lee, Junghyun Lee, Seong-Gon Choi, Jangkyum Kim, Energies, Nov. 2024 (SCIE IF: 3.0)
[10] Economic and Operational Benefits of Centralized Energy Storage Systems for Effective Power-Sharing in Multi-Tenant Buildings
Gyeong Ho Lee, Jaeseob Han*, Seungjin Lee*, IEEE Access, 24 Sep. 2024 (SCIE IF: 3.4)Â
[9] IEC-TPC: An Imputation Error Cluster-Based Approach for Energy Optimization in IoT Data Transmission Period Control
Jaeseob Han, Gyeong Ho Lee, Joohyung Lee*, Jun Kyun Choi, IEEE Internet of Things Journal, March. 2024 (SCIE IF: 8.2)
[8] Multiclass Autoencoder-based Active Learning for Sensor-based Human Activity Recognition
Hyunseo Park, Jaeseob Han*, Gyeong Ho Lee, Jun Kyun Choi, Future Generation Computer Systems, Feb. 2024 (SCIE IF: 6.2)
2023
[7] PPO-based Autonomous Transmission Period Control System in IoT Edge Computing
Gyeong Ho Lee, Hyunseo Park, Jae Won Jang, Jaeseob Han*, Jun Kyun Choi, IEEE Internet of Things Journal, 15 Dec. 2023 (SCIE IF: 8.2)
[6] Power and Frequency Band Allocation Mechanisms for WPT System with Logarithmic-Based Nonlinear Energy Harvesting Model
Jaeseob Han, Seung-Hyun Jeon, Gyeong Ho Lee, Sangdon Park*, Jun-Kyun Choi, MDPI Sustainability, 05 July 2023 (SCIE IF: 3.3)
[5] MultiCNN-FilterLSTM: Resource-efficient sensor-based human activity recognition in IoT applications
Hyunseo Park, Nakyoung Kim*, Gyeong Ho Lee, Jun Kyun Choi, Future Generation Computer Systems, Feb. 2023 (SCIE IF: 6.2)
2022
[4] A Novel Deep-Learning-Based Robust Data Transmission Period Control Framework in IoT Edge Computing System
Jaeseob Han, Gyeong Ho Lee*, Joohyung Lee*, Tae Yeon Kim, Jun Kyun Choi, IEEE Internet of Things Journal, 01 Dec. 2022 (SCIE IF: 10.6)
[3] Joint Subcarrier and Transmission Power Allocation in OFDMA-Based WPT System for Mobile-Edge Computing in IoT Environment
Jaeseob Han, Gyeong Ho Lee, Sangdon Park*, Jun Kyun Choi, IEEE Internet of Things Journal, 15 Aug. 2022 (SCIE IF: 10.6)
[2] A Multivariate-Time-Series-Prediction-Based Adaptive Data Transmission Period Control Algorithm for IoT Networks
Jaeseob Han, Gyeong Ho Lee, Sangdon Park*, Joohyung Lee*, Jun Kyun Choi, IEEE Internet of Things Journal, 01 Jan. 2022 (SCIE IF: 10.6)
2021
[1] MPdist-based missing data imputation for supporting big data analyses in IoT-based applications
Gyeong Ho Lee, Jaeseob Han*, Jun Kyun Choi, Future Generation Computer Systems, Dec. 2021 (SCIE IF: 7.307)