Study of Anomaly Detection

1. One Class Classification Using Bayeisan optimization

• 논문 제목: "One Class Classification Using Bayesian Opitmization" (논문 투고 후 accept 기다리는 중)
• 구현 코드(모의 시뮬레이션): https://github.com/biy0322/One-Class-Classification-Using-Bayesian-Optimization.git
• 저널 : BigData of Journal(심사 중)

GitHub - biy0322/One-Class-Classification-Using-Bayesian-Optimization

 

2. Detection of dynamic brain state tranisitons

• 논문 제목: Identification of functional dynamic brain states based on graph attention networks
• 구현 코드: https://github.com/biy0322/Detection-of-dynamic-brain-state-MTAD-GAT.git
• 저널
  • PNAS (reject)
  • NeuroImage (심사 중

GitHub - biy0322/Detection-of-dynamic-brain-state-MTAD-GAT

 

3. Robust Bayesian Meta-Analysis based on Student's t-distribution

• 논문 제목: A study on Risk Assessment of Cadmium using Robust Bayesian Meta-Analysis based on student's t-distribution(논문 투고 전)
• 구현 코드: