Learn the K in K-means clustering
Intelligently split clusters to automatically determine the number of clusters in K-means.
Portfolio
Manifold Parzen Windows
A manifold-aware parzen windows density estimator. 
Street Scene
A new dataset and evaluation protocol for video anomaly detection. 
Video anomaly detection with auto-encoders
Reproduction of a paper that performs video frame-level video anomaly detection using convolutional auto-encoders