Brian Mac Namee

Deep learning at the shallow end: Malware classification for non-domain experts

Quan Le, Oisín Boydell, Brian Mac Namee et al. · Digital Investigation · 2018 · 191 citations · Full text

Computing, Computer Science, Cybersecurity +15

A Taxonomy for Agent-Based Models in Human Infectious Disease Epidemiology

Elizabeth Hunter, Brian Mac Namee, John D. Kelleher · Journal of Artificial Societies and Social Simulation · 2017 · 156 citations · Full text

Veterinary Medicine, Infectious Diseases, Epidemiologic Methods +16

An open-data-driven agent-based model to simulate infectious disease outbreaks

Elizabeth Hunter, Brian Mac Namee, John D. Kelleher · PLoS ONE · 2018 · 142 citations · Full text

Veterinary Medicine, Infectious Diseases, Epidemiology +15

Stability of topic modeling via matrix factorization

Mark Belford, Brian Mac Namee, Derek Greene · Expert Systems with Applications · 2017 · 99 citations · Full text

Computing, Computer Science, Natural Language Processing +8

Fundamentals of Machine Learning for Predictive Data Analytics

John D. Kelleher, Brian Mac Namee, Aoife D’Arcy · 2021 · 96 citations

Computing, Computer Science, Data Science +12