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 · 184 citations · Full text

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 · 153 citations · Full text

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

Elizabeth Hunter, Brian Mac Namee, John D. Kelleher · PLoS ONE · 2018 · 137 citations · Full text

Irish Town, Infectious Disease Modeling, Infectious Disease Epidemiology +14

Fundamentals of Machine Learning for Predictive Data Analytics

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

Engineering, Machine Learning, Data Science +6

Stability of topic modeling via matrix factorization

Mark Belford, Brian Mac Namee, Derek Greene · Expert Systems with Applications · 2017 · 94 citations · Full text

Latent Modeling, Engineering, Information Retrieval +5