Search Results for author: Maria N. Samad

Found 2 papers, 2 papers with code

Isolation Mondrian Forest for Batch and Online Anomaly Detection

1 code implementation8 Mar 2020 Haoran Ma, Benyamin Ghojogh, Maria N. Samad, Dongyu Zheng, Mark Crowley

We propose a new method, named isolation Mondrian forest (iMondrian forest), for batch and online anomaly detection.

Anomaly Detection Ensemble Learning +1

Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review

2 code implementations7 May 2019 Benyamin Ghojogh, Maria N. Samad, Sayema Asif Mashhadi, Tania Kapoor, Wahab Ali, Fakhri Karray, Mark Crowley

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 represent the data in a better way.

Clustering Dimensionality Reduction +4

Cannot find the paper you are looking for? You can Submit a new open access paper.