Simon Perkins

Publication Activity (10 Years)

Years Active: 1997-2021
Publications (10 Years): 1

Top Topics

Unsupervised Learning

Nearest Neighbor

Face Recognition

Top Venues

Publications

Ashleigh C. Myall, Simon Perkins, David Rushton, Jonathan David, Phillippa Spencer, Andrew R. Jones, Philipp Antczak
An OMICs-based meta-analysis to support infection state stratification. Bioinform. 37 (16) (2021)
Simon Perkins, David Jacka, James E. Gain, Patrick C. Marais
A spatial awareness framework for enhancing game agent behaviour. Sandbox@SIGGRAPH (2008)
James Thurmond, Hyejin Yoon, Carla Kuiken, Karina Yusim, Simon Perkins, James Theiler, Tanmoy Bhattacharya, Bette T. Korber, Will Fischer
Web-based design and evaluation of T-cell vaccine candidates. Bioinform. 24 (14) (2008)
Murat Dundar, James Theiler, Simon Perkins
Incorporating Spatial Contiguity into the Design of a Support Vector Machine Classifier. IGARSS (2006)
Junshui Ma, James Theiler, Simon Perkins
Two realizations of a general feature extraction framework. Pattern Recognit. 37 (5) (2004)
Simon Perkins, Kevin Lacker, James Theiler
Grafting: Fast, Incremental Feature Selection by Gradient Descent in Function Space. J. Mach. Learn. Res. 3 (2003)
Reid B. Porter, Neal R. Harvey, Simon Perkins, James Theiler, Steven P. Brumby, Jeffrey J. Bloch, Maya B. Gokhale, John J. Szymanski
Optimizing Digital Hardware Perceptrons for Multi-Spectral Image Classification. J. Math. Imaging Vis. 19 (2) (2003)
Junshui Ma, Simon Perkins
Online novelty detection on temporal sequences. KDD (2003)
Simon Perkins, James Theiler
Online Feature Selection using Grafting. ICML (2003)
Junshui Ma, James Theiler, Simon Perkins
Accurate On-line Support Vector Regression. Neural Comput. 15 (11) (2003)
Neal R. Harvey, James Theiler, Steven P. Brumby, Simon Perkins, John J. Szymanski, Jeffrey J. Bloch, Reid B. Porter, Mark Galassi, A. Cody Young
Comparison of GENIE and conventional supervised classifiers for multispectral image feature extraction. IEEE Trans. Geosci. Remote. Sens. 40 (2) (2002)
Junshui Ma, Simon Perkins, James Theiler, Stanley C. Ahalt
Modified Kernel-based Nonlinear Feature Extraction. ICMLA (2002)
Reid B. Porter, Maya B. Gokhale, Neal R. Harvey, Simon Perkins, A. Cody Young
Evolving Network Architectures With Custom Computers For Multi-Spectral Feature Identification. Evolvable Hardware (2001)
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
Finding Golf Courses: The Ultra High Tech Approach. EvoWorkshops (2000)
Simon Perkins, Reid B. Porter, Neal R. Harvey
Everything on the Chip: A Hardware-Based Self-Contained Spatially-Structured Genetic Algorithm for Signal Processing. ICES (2000)
Simon Perkins
Evolving robot vision: increasing performance through shaping. CEC (1999)
Simon Perkins, Gillian Hayes
Incremental Acquisition of Complex Behaviour by Structured Evolution. ICANNGA (1997)