Concepedia

Mark Crowley

MC

26

Publications

806

Citations

17

H-Index

2013

Active since

Affiliations

University of Waterloo(Current)

Oregon State University

Mark Crowley is an author at University of Waterloo specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer SciencePattern RecognitionData MiningDimensionality ReductionKnowledge DiscoveryDeep LearningImage Analysis

Publications per year

2013–2023

26

Publications

26

Allowing a wildfire to burn: estimating the effect on future fire suppression costs

Rachel M. Houtman, Claire A. Montgomery, Aaron R. Gagnon et al. · International Journal of Wildland Fire · 2013 · 86 citations

Suppression Cost Model, Engineering, Fire Safety +14

Linear and Quadratic Discriminant Analysis: Tutorial

Benyamin Ghojogh, Mark Crowley · arXiv (Cornell University) · 2019 · 83 citations · Full text

Linear Discriminant Analysis, Data Classification, Classification Method +15

The Theory Behind Overfitting, Cross Validation, Regularization, Bagging, and Boosting: Tutorial

Benyamin Ghojogh, Mark Crowley · arXiv (Cornell University) · 2019 · 73 citations · Full text

Engineering, Machine Learning, Generalization Error +22

Using Spatial Reinforcement Learning to Build Forest Wildfire Dynamics Models From Satellite Images

Sriram Ganapathi Subramanian, Mark Crowley · Frontiers in ICT · 2018 · 58 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Eigenvalue and Generalized Eigenvalue Problems: Tutorial

Benyamin Ghojogh, Fakhri Karray, Mark Crowley · arXiv (Cornell University) · 2019 · 46 citations · Full text

Spectral Theory, Data Classification, Engineering +15

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