José Ramón

On the improvement of complexity time and detection rate of outlier detectors : an unsupervised ensemble perspective

2017

This thesis presents two unsupervised algorithms to detect outlier observations whose aberrant behavior is hidden in lower dimensional subspaces or cannot be identified with the use of a single detector. In particular, we contemplated three …