44 citations · 74 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 30 cited
Isolation Mondrian Forest for Batch and Online Anomaly Detection
Haoran Ma, Benyamin Ghojogh, Maria N. Samad +2
We propose a new method, named isolation Mondrian forest (iMondrian forest), for batch and online anomaly detection. The proposed method is a novel hybrid of isolation forest and M…
cs.LG2019★ 44 cited
Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review
Benyamin Ghojogh, Maria N. Samad, Sayema Asif Mashhadi +4
Pattern analysis often requires a pre-processing stage for extracting or selecting features in order to help the classification, prediction, or clustering stage discriminate or rep…