- SOM Clustering (with RFM segmentation)
- Hybrid Recommendation System
- DNN Recommendation System
2. [λ°μ΄ν°μ²λ μΊ νΌμ€] μμ€ν μ΄ μ΄λ―Έμ§ ν΄λ¬μ€ν°λ§ κΈ°λ° μΆμ²μμ€ν
- K-prototype Clustering
3. [νλΆμ°κ΅¬μ] DATA&AI λΆμ κ²½μ§λν - μ°ν©νμ΅ κΈ°λ° PCB νλ©΄ μ/λΆλ νλ¨ λ° κ°μ²΄ κ²μΆ μμ€ν
- Federated Object Detection
- ResNet50 Classification
- Yolov5 Object Detection
4. [νλΆμ°κ΅¬μ] μ°ν©νμ΅ (Federated Learning)
- CNC Federated Learning
- Vertical Federated Learning
5. [Data Mining] MLκΈ°λ° Microfulfillment Center μ΅μ μ μ§μ μ νλ‘μ νΈ (MFC Optimal Location Selection)
- Consensus Method (AGNES, K-means, K-median, GMM)
- DNN Classification
6. [Gnuvil] λΉ λ°μ΄ν° μ€ν°λ λμ리
7. [DataBase] μμ κ±° λμ¬κ΄λ¦¬ μμ€ν νλ‘μ νΈ (MySQL)