1Abnormal State Detection using Memory-augmented Autoencoder technique in Frequency-Time DomainTIIS   20241.5
2Abnormal State Detection in Lithium-ion Battery Using Dynamic Frequency Memory and Correlation Attention LSTM AutoencoderCMES   20242.46
3Multi-task Learning of the PatchTCN-TST Model for Short-term Multi-load Energy Forecasting Considering Indoor Environments in a Smart BuildingIEEE ACCESS   20243.9
4Deep Learning for Multivariate Prediction of Building Energy Performance of Residential BuildingsComputers, Materials & Continua7535948 – 596420233.860
5A fused CNN-LSTM model using FFT with application to real-time power quality disturbances recognitionEnergy Science & Engineering   20234.035
6GRU-based Buzzer Ensemble for Abnormal Detection in Industrial Control SystemsComputers, Materials & Continua7411749 – 176320223.78
7Statistical Detection of Adversarial examples in Blockchain-based Federated Forest In-vehicle Network Intrusion Detection SystemsIEEE Access10 109366 – 10938420223.476
8Real-Time Demand Response Management for Controlling Load Using Deep Reinforcement LearningComputers, Materials & Continua7335671 – 568620223.78
9Electricity Pattern Analysis by Clustering Domestic Load Profiles Using Discrete Wavelet TransformEnergies154135020223.004
10A Blockchain-Based Federated Forest for SDN-Enabled In-Vehicle Network Intrusion Detection SystemIEEE Access91102593 – 10260820213.367
11Distributed network-based structural health monitoring expert systemBUILDING RESEARCH AND INFORMATION491144 – 15920213.887
12Selection of optimal wavelet features for epileptic EEG signal classification with LSTMNeural Computing and Applications35 1077-109720235.606
13Incorporating Recognition in Catfish Counting Algorithm Using Artificial Neural Network and GeometryKSII Transactions on Internet and Information Systems14124866 – 488820200.648


1EEG Dimensional Reduction with Stack AutoEncoder for Emotional Recognition using LSTM/RNNThe Journal of The Korea Institute of Electronic Communication Sciences154717 – 7242020
2A Study on the Smart Outlet and Gateway Using Power Line CommunicationJournal of the Korean Institute of Electrical and Electronic Material Engineers334331-3352020
3LSTM Hyperparameter Optimization for an EEG-Based Efficient Emotion Classification in BCIThe Journal of The Korea Institute of Electronic Communication Sciences1461171-11802019
4Automated Link Tracing for Classification of Malicious Websites in Malware Distribution NetworksJIPS(Journal of Information Processing Systems)151100 – 1152018
5Analysis of dimensionality reduction methods through Epileptic EEG feature selection for machine learning in BCIThe Journal of The Korea Institute of Electronic Communication Sciences1361333 – 13422018




ICCC2022 International Conference on Covergence ContentICCC 2022

15 – 20



Electricity Load Pattern Analysis using Fuzzy C-Means Clustering AlgorithmICCC 202123 – 242021
3CNN-LSTM for Smart Grid Energy Consumption PredictionICCC 202129 – 302021
4Real-Time Demand Response Management for Controlling Load using Deep Reinforcement LearningICCC 202127 – 282021
5Hyperledger Fabric for Livestock Traceability: Addressing the Impact of Poultry Supply Chain on Human Health and Climate ChangeICONI 2020261-2662020