Paper 1: Advanced Anomaly Detection in Manufacturing System: An Optimized Multi-CNN Ensemble Learning Approach (Under review)
Target: IEEE Transactions on Emerging Topics in Computational Intelligence
Paper 2: Federated Semi-Supervised Digital Twin for Enhanced Human-Machine Interaction in Industry 5.0 (Accepted)
Target: ICTC 2024
Paper 3: FMACNN: Federated Multi-Attention CNN Framework for Artificial Image Detection
Target: IEEE Transactions on Information Forensics and Security
Paper 4: MMNet: Multimodal Neural Network Framework for Emotion Recognition via EEG and Speech (Submitted)
Target: ELSEVIER Expert Systems with Applications
- Working on papers 3 & 4, fixing minor issues based on the reviews from professor.
- Working on paper 3 fixing minor issues based on the reviews from professor.
- Submitting paper 4.
Project 1: ITRC Digital Twin
Project 2: 어린이집 얼굴 identification, action recognition, and tracking.
- Reading more applications and survey papers.
- Studying object detection, tracking, and identification.
Project 1:
- Review papers and presentations.
Project 2:
- Reviewing papers for the project.
- Studying object detection, tracking, and identification.
- Writing patent.
- Learning Digital Twin, LLM, Generative AI, Transformers, Encoder-Decoder, Stable Diffusion, Architectures and their implementation.
- Publish at two Q1 International Journals.
- Attend international conferences and domestic conferences.