| Accurate on-line support vector regression J Ma, J Theiler, S Perkins Neural computation 15 (11), 2683-2703, 2003 | 560 | 2003 |
| 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 | 525 | 2003 |
| 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 | 521 | 2007 |
| 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 | 450 | 2003 |
| Online novelty detection on temporal sequences J Ma, S Perkins Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003 | 335 | 2003 |
| Online feature selection using grafting S Perkins, J Theiler Proceedings of the 20th International Conference on Machine Learning (ICML …, 2003 | 279 | 2003 |
| 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 | 164 | 2002 |
| 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 | 153 | 2002 |
| 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 | 124 | 1999 |
| Proposed framework for anomalous change detection J Theiler, S Perkins ICML Workshop on Machine Learning Algorithms for Surveillance and Event …, 2006 | 91 | 2006 |
| 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 | 91 | 2002 |
| 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 | 87 | 2000 |
| 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 | 61 | 2008 |
| 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 | 59 | 2000 |
| 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 | 47 | 2005 |
| 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 | 47 | 1999 |
| 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 | 47 | 1999 |
| 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 | 46 | 2001 |
| 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 | 46 | 2001 |
| 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 | 45 | 2000 |
