Simon Perkins

According to our database, Simon Perkins authored at least 17 papers between 1997 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

An OMICs-based meta-analysis to support infection state stratification.

Ashleigh C. Myall, Simon Perkins, David Rushton, Jonathan David, Phillippa Spencer, Andrew R. Jones, Philipp Antczak

Bioinform., 2021

2016

Chapter 11. Data Formats of the Proteomics Standards Initiative.

Juan Antonio Vizcaíno, Simon Perkins, Andrew R. Jones, Eric W. Deutsch

Proceedings of the Proteome Informatics, 2016

2008

Web-based design and evaluation of T-cell vaccine candidates.

James Thurmond, Hyejin Yoon, Carla Kuiken, Karina Yusim, Simon Perkins, James Theiler, Tanmoy Bhattacharya, Bette T. Korber, Will Fischer

Bioinform., 2008

2006

Incorporating Spatial Contiguity into the Design of a Support Vector Machine Classifier.

Murat Dundar, James Theiler, Simon Perkins

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2004

Two realizations of a general feature extraction framework.

Junshui Ma, James Theiler, Simon Perkins

Pattern Recognit., 2004

2003

Accurate On-line Support Vector Regression.

Junshui Ma, James Theiler, Simon Perkins

Neural Comput., 2003

Grafting: Fast, Incremental Feature Selection by Gradient Descent in Function Space.

Simon Perkins, Kevin Lacker, James Theiler

J. Mach. Learn. Res., 2003

Optimizing Digital Hardware Perceptrons for Multi-Spectral Image Classification.

Reid B. Porter, Neal R. Harvey, Simon Perkins, James Theiler, Steven P. Brumby, Jeffrey J. Bloch, Maya B. Gokhale, John J. Szymanski

J. Math. Imaging Vis., 2003

Online novelty detection on temporal sequences.

Junshui Ma, Simon Perkins

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Online Feature Selection using Grafting.

Simon Perkins, James Theiler

Proceedings of the Machine Learning, 2003

2002

Comparison of GENIE and conventional supervised classifiers for multispectral image feature extraction.

Neal R. Harvey, James Theiler, Steven P. Brumby, Simon Perkins, John J. Szymanski, Jeffrey J. Bloch, Reid B. Porter, Mark Galassi, A. Cody Young

IEEE Trans. Geosci. Remote. Sens., 2002

Modified Kernel-based Nonlinear Feature Extraction.

Junshui Ma, Simon Perkins, James Theiler, Stanley C. Ahalt

Proceedings of the 2002 International Conference on Machine Learning and Applications, 2002

2001

Evolving Network Architectures With Custom Computers For Multi-Spectral Feature Identification.

Reid B. Porter, Maya B. Gokhale, Neal R. Harvey, Simon Perkins, A. Cody Young

Proceedings of the 3rd NASA / DoD Workshop on Evolvable Hardware (EH 2001), 2001

2000

Everything on the Chip: A Hardware-Based Self-Contained Spatially-Structured Genetic Algorithm for Signal Processing.

Simon Perkins, Reid B. Porter, Neal R. Harvey

Proceedings of the Evolvable Systems: From Biology to Hardware, 2000

Finding Golf Courses: The Ultra High Tech Approach.

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

Proceedings of the Real-World Applications of Evolutionary Computing, 2000

1999

Evolving robot vision: increasing performance through shaping.

Simon Perkins

Proceedings of the 1999 Congress on Evolutionary Computation, 1999

1997

Incremental Acquisition of Complex Behaviour by Structured Evolution.

Simon Perkins, Gillian Hayes

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997