Simon Perkins
Simon Perkins
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Verified email at lanl.gov
Title
Cited by
Cited by
Year
Accurate on-line support vector regression
J Ma, J Theiler, S Perkins
Neural computation 15 (11), 2683-2703, 2003
4782003
Polyvalent vaccines for optimal coverage of potential T-cell epitopes in global HIV-1 variants
W Fischer, S Perkins, J Theiler, T Bhattacharya, K Yusim, R Funkhouser, ...
Nature medicine 13 (1), 100-106, 2007
4392007
Grafting: Fast, incremental feature selection by gradient descent in function space
S Perkins, K Lacker, J Theiler
Journal of machine learning research 3 (Mar), 1333-1356, 2003
4032003
Time-series novelty detection using one-class support vector machines
J Ma, S Perkins
Proceedings of the International Joint Conference on Neural Networks, 2003 …, 2003
2962003
Online novelty detection on temporal sequences
J Ma, S Perkins
Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003
2912003
Online feature selection using grafting
S Perkins, J Theiler
Proceedings of the 20th International Conference on Machine Learning (ICML …, 2003
2122003
Genetic algorithms and support vector machines for time series classification
DR Eads, D Hill, S Davis, SJ Perkins, J Ma, RB Porter, JP Theiler
Applications and Science of Neural Networks, Fuzzy Systems, and Evolutionary …, 2002
1472002
Comparison of GENIE and conventional supervised classifiers for multispectral image feature extraction
NR Harvey, J Theiler, SP Brumby, S Perkins, JJ Szymanski, JJ Bloch, ...
IEEE Transactions on Geoscience and Remote Sensing 40 (2), 393-404, 2002
1382002
The LOFAR Two-metre Sky Survey-II. First data release
TW Shimwell, C Tasse, MJ Hardcastle, AP Mechev, WL Williams, PN Best, ...
Astronomy & Astrophysics 622, A1, 2019
1342019
Investigation of image feature extraction by a genetic algorithm
SP Brumby, JP Theiler, SJ Perkins, NR Harvey, JJ Szymanski, JJ Bloch, ...
Applications and Science of Neural Networks, Fuzzy Systems, and Evolutionary …, 1999
1171999
Genie: a hybrid genetic algorithm for feature classification in multispectral images
SJ Perkins, JP Theiler, SP Brumby, NR Harvey, RB Porter, JJ Szymanski, ...
Applications and science of neural networks, fuzzy systems, and evolutionary …, 2000
832000
Proposed framework for anomalous change detection
J Theiler, S Perkins
ICML Workshop on Machine Learning Algorithms for Surveillance and Event …, 2006
772006
RAPTOR experiment: a system for monitoring the optical sky in real time
WT Vestrand, KN Borozdin, SP Brumby, DE Casperson, EE Fenimore, ...
Advanced Global Communications Technologies for Astronomy II 4845, 126-136, 2002
762002
Faceting for direction-dependent spectral deconvolution
C Tasse, B Hugo, M Mirmont, O Smirnov, M Atemkeng, L Bester, ...
Astronomy & Astrophysics 611, A87, 2018
752018
Using blocks of skewers for faster computation of pixel purity index
JP Theiler, DD Lavenier, NR Harvey, SJ Perkins, JJ Szymanski
Imaging Spectrometry VI 4132, 61-71, 2000
582000
Web-based design and evaluation of T-cell vaccine candidates
J Thurmond, H Yoon, C Kuiken, K Yusim, S Perkins, J Theiler, ...
Bioinformatics 24 (14), 1639-1640, 2008
512008
Evolving retrieval algorithms with a genetic programming scheme
JP Theiler, NR Harvey, SP Brumby, JJ Szymanski, S Alferink, SJ Perkins, ...
Imaging Spectrometry V 3753, 416-425, 1999
481999
Evolving retrieval algorithms with a genetic programming scheme
JP Theiler, NR Harvey, SP Brumby, JJ Szymanski, S Alferink, SJ Perkins, ...
Imaging Spectrometry V 3753, 416-425, 1999
481999
Finding golf courses: The ultra high tech approach
NR Harvey, S Perkins, SP Brumby, J Theiler, RB Porter, AC Young, ...
Workshops on Real-World Applications of Evolutionary Computation, 54-64, 2000
432000
Genetic algorithm for combining new and existing image processing tools for multispectral imagery
SP Brumby, NR Harvey, SJ Perkins, RB Porter, JJ Szymanski, JP Theiler, ...
Algorithms for Multispectral, Hyperspectral, and Ultraspectral Imagery VI …, 2000
402000
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Articles 1–20