Concepedia

Gavin Brown

GB

Statistics

Publications

48

Citations

4.4K

H-Index

25

Active since

2002

Affiliations

University of Manchester(Current)

University of Cagliari

Universidade da Coruña

University of Bristol

University of Birmingham

Gavin Brown is an author at University of Manchester specializing in computer science, machine learning, and computing.

Publications per year

2002–2023

48

Publications

48

Conditional likelihood maximisation: a unifying framework for information theoretic feature selection

Gavin Brown, Adam Pocock, Mingjie Zhao et al. · Research Explorer (The University of Manchester) · 2012 · 1.1K citations · Full text

Computing, Computer Science, Information Theory +13

Diversity creation methods: a survey and categorisation

Gavin Brown, Jeremy Wyatt, Rachel Harris et al. · Information Fusion · 2004 · 977 citations

Natural Resources, Biodiversity Conservation, Biodiversity Monitoring +7

Managing Diversity in Regression Ensembles

Gavin Brown, Jeremy Wyatt, Peter Tiňo · 2005 · 346 citations

Computing, Data Science, Ensemble Performance +13

Is feature selection secure against training data poisoning?

Xiao Huang, Battista Biggio, Gavin Brown et al. · arXiv (Cornell University) · 2018 · 288 citations · Full text

Computing, Computer Science, Cybersecurity +14

A New Perspective for Information Theoretic Feature Selection

Gavin Brown · 2009 · 163 citations

Computing, Computer Science, Feature Engineering +12

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