publications
INTERNATIONAL JOURNALS
| NO. | TITLE | JOURNAL | VOL | NO | PAGES | YEAR | SCI(E) I.F. |
|---|---|---|---|---|---|---|---|
| 1 | Abnormal State Detection using Memory-augmented Autoencoder technique in Frequency-Time Domain | TIIS | 2024 | 1.5 | |||
| 2 | Abnormal State Detection in Lithium-ion Battery Using Dynamic Frequency Memory and Correlation Attention LSTM Autoencoder | CMES | 2024 | 2.46 | |||
| 3 | Multi-task Learning of the PatchTCN-TST Model for Short-term Multi-load Energy Forecasting Considering Indoor Environments in a Smart Building | IEEE ACCESS | 2024 | 3.9 | |||
| 4 | Deep Learning for Multivariate Prediction of Building Energy Performance of Residential Buildings | Computers, Materials & Continua | 75 | 3 | 5948 – 5964 | 2023 | 3.860 |
| 5 | A fused CNN-LSTM model using FFT with application to real-time power quality disturbances recognition | Energy Science & Engineering | 2023 | 4.035 | |||
| 6 | GRU-based Buzzer Ensemble for Abnormal Detection in Industrial Control Systems | Computers, Materials & Continua | 74 | 1 | 1749 – 1763 | 2022 | 3.78 |
| 7 | Statistical Detection of Adversarial examples in Blockchain-based Federated Forest In-vehicle Network Intrusion Detection Systems | IEEE Access | 10 | 109366 – 109384 | 2022 | 3.476 | |
| 8 | Real-Time Demand Response Management for Controlling Load Using Deep Reinforcement Learning | Computers, Materials & Continua | 73 | 3 | 5671 – 5686 | 2022 | 3.78 |
| 9 | Electricity Pattern Analysis by Clustering Domestic Load Profiles Using Discrete Wavelet Transform | Energies | 15 | 4 | 1350 | 2022 | 3.004 |
| 10 | A Blockchain-Based Federated Forest for SDN-Enabled In-Vehicle Network Intrusion Detection System | IEEE Access | 9 | 1 | 102593 – 102608 | 2021 | 3.367 |
| 11 | Distributed network-based structural health monitoring expert system | BUILDING RESEARCH AND INFORMATION | 49 | 1 | 144 – 159 | 2021 | 3.887 |
| 12 | Selection of optimal wavelet features for epileptic EEG signal classification with LSTM | Neural Computing and Applications | 35 | 1077-1097 | 2023 | 5.606 | |
| 13 | Incorporating Recognition in Catfish Counting Algorithm Using Artificial Neural Network and Geometry | KSII Transactions on Internet and Information Systems | 14 | 12 | 4866 – 4888 | 2020 | 0.648 |
DOMESTIC JOURNALS
| NO. | TITLE | JOURNAL | VOL | NO | PAGES | YEAR |
|---|---|---|---|---|---|---|
| 1 | EEG Dimensional Reduction with Stack AutoEncoder for Emotional Recognition using LSTM/RNN | The Journal of The Korea Institute of Electronic Communication Sciences | 15 | 4 | 717 – 724 | 2020 |
| 2 | A Study on the Smart Outlet and Gateway Using Power Line Communication | Journal of the Korean Institute of Electrical and Electronic Material Engineers | 33 | 4 | 331-335 | 2020 |
| 3 | LSTM Hyperparameter Optimization for an EEG-Based Efficient Emotion Classification in BCI | The Journal of The Korea Institute of Electronic Communication Sciences | 14 | 6 | 1171-1180 | 2019 |
| 4 | Automated Link Tracing for Classification of Malicious Websites in Malware Distribution Networks | JIPS(Journal of Information Processing Systems) | 15 | 1 | 100 – 115 | 2018 |
| 5 | Analysis of dimensionality reduction methods through Epileptic EEG feature selection for machine learning in BCI | The Journal of The Korea Institute of Electronic Communication Sciences | 13 | 6 | 1333 – 1342 | 2018 |
CONFERENCES
| NO. | TITLE | SOCIETY | PAGES | YEAR |
|---|---|---|---|---|
1 | ICCC2022 International Conference on Covergence Content | ICCC 2022 | 15 – 20 | 2023 |
2 | Electricity Load Pattern Analysis using Fuzzy C-Means Clustering Algorithm | ICCC 2021 | 23 – 24 | 2021 |
| 3 | CNN-LSTM for Smart Grid Energy Consumption Prediction | ICCC 2021 | 29 – 30 | 2021 |
| 4 | Real-Time Demand Response Management for Controlling Load using Deep Reinforcement Learning | ICCC 2021 | 27 – 28 | 2021 |
| 5 | Hyperledger Fabric for Livestock Traceability: Addressing the Impact of Poultry Supply Chain on Human Health and Climate Change | ICONI 2020 | 261-266 | 2020 |