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Simon Perkins
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2020 – today
- 2021
- [j7]Ashleigh C. Myall
, Simon Perkins, David Rushton, Jonathan David, Phillippa Spencer, Andrew R. Jones
An OMICs-based meta-analysis to support infection state stratification. Bioinform. 37(16): 2347-2355 (2021)
2010 – 2019
- 2016
- [p1]Juan Antonio Vizcaíno, Simon Perkins, Andrew R. Jones
Chapter 11. Data Formats of the Proteomics Standards Initiative. Proteome Informatics 2016: 229-258
2000 – 2009
- 2008
- [j6]James Thurmond
Web-based design and evaluation of T-cell vaccine candidates. Bioinform. 24(14): 1639-1640 (2008) - 2006
- [c9]Murat Dundar, James Theiler, Simon Perkins:
Incorporating Spatial Contiguity into the Design of a Support Vector Machine Classifier. IGARSS 2006: 364-367 - 2004
- [j5]Junshui Ma, James Theiler, Simon Perkins:
Two realizations of a general feature extraction framework. Pattern Recognit. 37(5): 875-887 (2004) - 2003
- [j4]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): 133-150 (2003) - [j3]Simon Perkins, Kevin Lacker, James Theiler:
Grafting: Fast, Incremental Feature Selection by Gradient Descent in Function Space. J. Mach. Learn. Res. 3: 1333-1356 (2003) - [j2]Junshui Ma, James Theiler, Simon Perkins:
Accurate On-line Support Vector Regression. Neural Comput. 15(11): 2683-2703 (2003) - [c8]Simon Perkins, James Theiler:
Online Feature Selection using Grafting. ICML 2003: 592-599 - [c7]Junshui Ma, Simon Perkins:
Online novelty detection on temporal sequences. KDD 2003: 613-618 - 2002
- [j1]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): 393-404 (2002) - [c6]Junshui Ma, Simon Perkins, James Theiler, Stanley C. Ahalt:
Modified Kernel-based Nonlinear Feature Extraction. ICMLA 2002: 127-132 - 2001
- [c5]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: 261-270 - 2000
- [c4]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: 54-64 - [c3]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: 165-174
1990 – 1999
- 1999
- [c2]Simon Perkins:
Evolving robot vision: increasing performance through shaping. CEC 1999: 381-388 - 1997
- [c1]Simon Perkins, Gillian Hayes:
Incremental Acquisition of Complex Behaviour by Structured Evolution. ICANNGA 1997: 16-20
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