Concepedia

Simon Perkins

SP

Statistics

Publications

43

Citations

4.4K

H-Index

26

Active since

1999

Affiliations

Los Alamos National Laboratory(Current)

Rhodes University

University of Cape Town

South African Radio Astronomy Observatory

University of the Western Cape

Simon Perkins is an author at Los Alamos National Laboratory specializing in engineering, data science, and pattern recognition.

Top concepts

EngineeringData SciencePattern RecognitionComputer ScienceImage AnalysisComputer VisionMachine LearningGeographyRemote SensingData Mining

Publications per year

1999–2024

43

Publications

43

The LOFAR Two-metre Sky Survey

T. W. Shimwell, C. Tasse, M. J. Hardcastle et al. · Astronomy and Astrophysics · 2018 · 565 citations · Full text

Polyvalent vaccines for optimal coverage of potential T-cell epitopes in global HIV-1 variants

Will Fischer, Simon Perkins, James Theiler et al. · Nature Medicine · 2006 · 441 citations

Vaccination, Global Hiv-1 Variants, Vaccine Target +10

Accurate On-line Support Vector Regression

Junshui Ma, James Theiler, Simon Perkins · Neural Computation · 2003 · 402 citations

Time-series novelty detection using one-class support vector machines

Jian Ma, Simon Perkins · 2004 · 382 citations

Anomaly Detection, Machine Learning, Engineering +17

Grafting: fast, incremental feature selection by gradient descent in function space

Simon Perkins, Kevin Lacker, James Theiler · 2003 · 315 citations

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