Concepedia

Marcus A. Maloof

MA

20

Publications

3.5K

Citations

15

H-Index

1995

Active since

Affiliations

Georgetown University(Current)

George Mason University

Polish Academy of Sciences

Institute of Computer Science

Institute for the Study of Learning and Expertise

Marcus A. Maloof is an author at Georgetown University specializing in engineering, machine learning, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningKnowledge DiscoveryData MiningPattern RecognitionStatisticsArtificial IntelligenceProgram Analysis

Publications per year

1995–2013

20

Publications

20

Dynamic Weighted Majority: An Ensemble Method for Drifting Concepts

J. Zico Kolter, Marcus A. Maloof · Journal of Machine Learning Research · 2007 · 659 citations

Incremental Learning, Engineering, Machine Learning +18

Learning to Detect and Classify Malicious Executables in the Wild

J. Zico Kolter, Marcus A. Maloof · Journal of Machine Learning Research · 2006 · 572 citations

Engineering, Machine Learning, Evasion Technique +18

Learning to detect malicious executables in the wild

J. Zico Kolter, Marcus A. Maloof · 2004 · 471 citations

Engineering, Machine Learning, Evasion Technique +17

Dynamic weighted majority: a new ensemble method for tracking concept drift

J. Zico Kolter, Marcus A. Maloof · 2004 · 420 citations

Artificial Intelligence, Incremental Learning, Engineering +19

Learning When Data Sets are Imbalanced and When Costs are Unequal and Unknown

Marcus A. Maloof · 2003 · 405 citations

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