Papers

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 (Submitted)
Target: IEEE Transactions on Information Forensics and Security

Paper 4: MMNet: Multimodal Neural Network Framework for Emotion Recognition via EEG and Speech
Target: IEEE Transaction on Biomedical Engineering

Paper 5: DCFL-Chain: Digital-Twin-Based Collaborative FL-Integrated Energy Consumption Prediction for Smart Factory
Target: KICS Fall-2024

Last Week's Progress

- Working on paper 3 fixing minor issues based on the reviews from Professor.

This Week Todo's

- Working on paper 4 fixing minor issues based on the reviews from Professor.
- Submitting paper 4.
- Finishing 5.

Project Progress

Project 1: ITRC Digital Twin
Project 2: 어린이집 얼굴 identification, action recognition, and tracking.

Last Week's Project

Project 1:
- Review papers and presentations.

Project 2:
- Reviewing papers for the project.
- Studying object detection, tracking, and identification.
- Writing patent.

This Week's Project

Project 1:
- Review papers and presentations.

Project 2:
- Reviewing papers for the project.
- Studying object detection, tracking, and identification.
- Pose estimation and Action recognition related materials study
- Preparing dataset for Face Recognition and Action Recognition.

Monthly Goals

- Learning Digital Twin, LLM, Generative AI, Transformers, Encoder-Decoder, Stable Diffusion, Architectures and their implementation.

Annual Goals

- Publish at three Q1 International Journals.
- Attend international conferences and domestic conferences.