School Works Archive Anomaly Detection 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 Machine Learning Subject Contents Category Decision Tree Slide Introduction Random Forest Slide Introduction Non-parametric Statistics Subject Contents Category Censored Regression Slide / Report / Code(R) Paper review Conditional CDF Estimation Report / Code(R) Report Penalized Estimation Subject Contents Category Outlier detection with penalized estimation Paper / Slide / Code(R) Paper review Penalized model-based Clustering Paper / Slide / Code(R) Paper review