84 citations · 130 across the 4 of their papers we have counts for
4 papers
Linear and Quadratic Discriminant Analysis: Tutorial
Benyamin Ghojogh, Mark Crowley
This tutorial explains Linear Discriminant Analysis (LDA) and Quadratic Discriminant Analysis (QDA) as two fundamental classification methods in statistical and probabilistic learn…
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…
Addressing the Mystery of Population Decline of the Rose-Crested Blue Pipit in a Nature Preserve using Data Visualization
Benyamin Ghojogh, Mark Crowley, Fakhri Karray
Two main methods for exploring patterns in data are data visualization and machine learning. The former relies on humans for investigating the patterns while the latter relies on m…
Seeing the Forest Despite the Trees: Large Scale Spatial-Temporal Decision Making
Mark Crowley, John Nelson, David L Poole
We introduce a challenging real-world planning problem where actions must be taken at each location in a spatial area at each point in time. We use forestry planning as the motivat…