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Simon Perkins
Simon Perkins
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标题
引用次数
引用次数
年份
Accurate on-line support vector regression
J Ma, J Theiler, S Perkins
Neural computation 15 (11), 2683-2703, 2003
5632003
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
5322003
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
5252007
Grafting: Fast, incremental feature selection by gradient descent in function space
S Perkins, K Lacker, J Theiler
The Journal of Machine Learning Research 3, 1333-1356, 2003
4502003
Online novelty detection on temporal sequences
J Ma, S Perkins
Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003
3372003
Online feature selection using grafting
S Perkins, J Theiler
Proceedings of the 20th International Conference on Machine Learning (ICML …, 2003
2812003
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
1652002
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
1532002
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
1241999
Proposed framework for anomalous change detection
J Theiler, S Perkins
ICML Workshop on Machine Learning Algorithms for Surveillance and Event …, 2006
922006
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
912002
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
872000
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
622008
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
592000
Grammar-guided feature extraction for time series classification
D Eads, K Glocer, S Perkins, J Theiler
Proceedings of the 9th Annual Conference on Neural Information Processing …, 2005
472005
Support vector machines for broad-area feature classification in remotely sensed images
SJ Perkins, NR Harvey, SP Brumby, K Lacker
Algorithms for multispectral, Hyperspectral, and ultraspectral imagery VII …, 2001
472001
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
471999
Finding golf courses: The ultra high tech approach
NR Harvey, S Perkins, SP Brumby, J Theiler, RB Porter, A Cody Young, ...
Real-World Applications of Evolutionary Computing: EvoWorkshops 2000 …, 2000
452000
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
392000
A stateless client for progressive view-dependent transmission
R Southern, S Perkins, B Steyn, A Muller, P Marais, E Blake
Proceedings of the sixth international conference on 3D Web technology, 43-50, 2001
382001
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