| Subject | Contents | Category |
|---|---|---|
| Anomaly Detection: A Survey | Paper / Slide | Paper review |
| EM Algorithm and its Application to Outlier Detection | Paper / Slide / Code(R) | Introduction |
| Isolation Forest | Paper / Slide | Paper review |
| Extended Isolation Forest | Paper / Slide | Paper review |
| Concentration Effect (When Is “Nearest Neighbor” Meaningful?) | Paper / Slide | Paper review |
| A Survey on Unsupervised Subspace Outlier Detection Methods | Paper / Slide | Thesis |
| Subject | Contents | Category |
|---|---|---|
| Decision Tree | Slide | Introduction |
| Random Forest | Slide | Introduction |
| Subject | Contents | Category |
|---|---|---|
| Censored Regression | Slide / Report / Code(R) | Paper review |
| Conditional CDF Estimation | Report / Code(R) | Report |
| Subject | Contents | Category |
|---|---|---|
| Outlier detection with penalized estimation | Paper / Slide / Code(R) | Paper review |
| Penalized model-based Clustering | Paper / Slide / Code(R) | Paper review |