Marcus A. Maloof
Georgetown University(US)
Publications by Year
Research Areas
Data Stream Mining Techniques, Network Security and Intrusion Detection, Machine Learning and Data Classification, Neural Networks and Applications, Advanced Malware Detection Techniques
Most-Cited Works
- → Dynamic Weighted Majority: An Ensemble Method for Drifting Concepts(2007)659 cited
- → Learning to Detect and Classify Malicious Executables in the Wild(2006)572 cited
- → Learning to detect malicious executables in the wild(2004)471 cited
- → Dynamic weighted majority: a new ensemble method for tracking concept drift(2004)420 cited
- Learning When Data Sets are Imbalanced and When Costs are Unequal and Unknown(2003)
- → Using additive expert ensembles to cope with concept drift(2005)260 cited
- → Paired Learners for Concept Drift(2008)147 cited
- → Selecting Examples for Partial Memory Learning(2000)141 cited
- → Incremental learning with partial instance memory(2003)126 cited
- → elicit: A System for Detecting Insiders Who Violate Need-to-Know(2007)103 cited