Simon Perkins

18 papers A* 2B 2C 2Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2021 J jnl
An OMICs-based meta-analysis to support infection state stratification.
Bioinform.
Ashleigh C. Myall, Simon Perkins, David Rushton, Jonathan David, Phillippa Spencer, Andrew R. Jones, Philipp Antczak
2016 — ch.
Chapter 11. Data Formats of the Proteomics Standards Initiative.
Proteome Informatics
Juan Antonio Vizcaíno, Simon Perkins, Andrew R. Jones, Eric W. Deutsch
2008 J jnl
Web-based design and evaluation of T-cell vaccine candidates.
Bioinform.
James Thurmond, Hyejin Yoon, Carla Kuiken, Karina Yusim, Simon Perkins, James Theiler, Tanmoy Bhattacharya, Bette T. Korber, Will Fischer
2006 C conf
Incorporating Spatial Contiguity into the Design of a Support Vector Machine Classifier.
IGARSS
Murat Dundar, James Theiler, Simon Perkins
2004 J jnl
Two realizations of a general feature extraction framework.
Pattern Recognit.
Junshui Ma, James Theiler, Simon Perkins
2003 J jnl
Accurate On-line Support Vector Regression.
Neural Comput.
Junshui Ma, James Theiler, Simon Perkins
2003 J jnl
Grafting: Fast, Incremental Feature Selection by Gradient Descent in Function Space.
J. Mach. Learn. Res.
Simon Perkins, Kevin Lacker, James Theiler
2003 A* conf
Online Feature Selection using Grafting.
ICML
Simon Perkins, James Theiler
2003 A* conf
Online novelty detection on temporal sequences.
KDD
Junshui Ma, Simon Perkins
2003 J jnl
Optimizing Digital Hardware Perceptrons for Multi-Spectral Image Classification.
J. Math. Imaging Vis.
Reid B. Porter, Neal R. Harvey, Simon Perkins, James Theiler, Steven P. Brumby, Jeffrey J. Bloch, Maya B. Gokhale, John J. Szymanski
2003 B conf
Time-series novelty detection using one-class support vector machines.
IJCNN
Junshui Ma, Simon Perkins
2002 J jnl
Comparison of GENIE and conventional supervised classifiers for multispectral image feature extraction.
IEEE Trans. Geosci. Remote. Sens.
Neal R. Harvey, James Theiler, Steven P. Brumby, Simon Perkins, John J. Szymanski, Jeffrey J. Bloch, Reid B. Porter, Mark Galassi, A. Cody Young
2002 C conf
Modified Kernel-based Nonlinear Feature Extraction.
ICMLA
Junshui Ma, Simon Perkins, James Theiler, Stanley C. Ahalt
2001 — conf
Evolving Network Architectures With Custom Computers For Multi-Spectral Feature Identification.
Evolvable Hardware
Reid B. Porter, Maya B. Gokhale, Neal R. Harvey, Simon Perkins, A. Cody Young
2000 — conf
Everything on the Chip: A Hardware-Based Self-Contained Spatially-Structured Genetic Algorithm for Signal Processing.
ICES
Simon Perkins, Reid B. Porter, Neal R. Harvey
2000 — conf
Finding Golf Courses: The Ultra High Tech Approach.
EvoWorkshops
Neal R. Harvey, Simon Perkins, Steven P. Brumby, James Theiler, Reid B. Porter, A. Cody Young, Anil K. Varghese, John J. Szymanski, Jeffrey J. Bloch
1999 B conf
Evolving robot vision: increasing performance through shaping.
CEC
Simon Perkins
1997 — conf
Incremental Acquisition of Complex Behaviour by Structured Evolution.
ICANNGA
Simon Perkins, Gillian Hayes