S. Perkins

发表

Time-series novelty detection using one-class support vector machines

J. Ma, S. Perkins, Junshui Ma, 2003, Proceedings of the International Joint Conference on Neural Networks, 2003..

Online Feature Selection using Grafting

James Theiler, Simon Perkins, J. Theiler, 2003, ICML.

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

James Theiler, Kevin Lacker, Simon Perkins, 2003, J. Mach. Learn. Res..

Grammar-guided Feature Extraction for Time Series Classification

J. Theiler, D. Eads, S. Perkins, 2005 .

Polyvalent vaccines for optimal coverage of potential T-cell epitopes in global HIV-1 variants

James Theiler, Simon Perkins, Tanmoy Bhattacharya, 2007, Nature Medicine.

Classification of ROTSE Variable Stars using Machine Learning

James Theiler, Katherine E. McGowan, Przemyslaw Remigiusz Wozniak, 2001 .

Searching for Short-term Variations in Miras using Machine Learning

Katherine E. McGowan, Przemyslaw Remigiusz Wozniak, Simon Perkins, 2003 .

Title : Genetic programming approach to extracting features from remotely sensed imagery

J. Theiler, S. Perkins, S. Brumby, 2001 .

Classification of ROTSE Variable Stars using Machine Learning

David S. Smith, G. Gisler, E. Rykoff, 2001 .

Evolving land cover classification algorithms for multispectral and multitemporal imagery

Neal R. Harvey, James Theiler, Simon J. Perkins, 2002, SPIE Optics + Photonics.

Proposed Framework for Anomalous Change Detection

James Theiler, Simon J. Perkins, J. Theiler, 2006 .

Optimizing Digital Hardware Perceptrons for Multi-Spectral Image Classification

Maya Gokhale, Neal R. Harvey, James Theiler, 2003, Journal of Mathematical Imaging and Vision.

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

Neal R. Harvey, James Theiler, Simon Perkins, 2002, IEEE Trans. Geosci. Remote. Sens..

Online novelty detection on temporal sequences

Junshui Ma, Simon Perkins, S. Perkins, 2003, KDD '03.

Accurate On-line Support Vector Regression

James Theiler, Junshui Ma, Simon Perkins, 2003, Neural Computation.

The RAPTOR experiment: a system for monitoring the optical sky in real time

W. T. Vestrand, P. Wozniak, M. Galassi, 2002, SPIE Astronomical Telescopes + Instrumentation.

Genetic Algorithms and Support Vector Machines for Time Series Classification

Simon J. Perkins, Junshui Ma, James P. Theiler, 2002, Optics + Photonics.

Automated simultaneous multiple feature classification of MTI data

Neal R. Harvey, James Theiler, Mark Corrado Galassi, 2002, SPIE Defense + Commercial Sensing.

Feature extraction from multiple data sources using genetic programming

Neal R. Harvey, Nancy A. David, Simon J. Perkins, 2002, SPIE Defense + Commercial Sensing.

Support vector machines for broad-area feature classification in remotely sensed images

Simon J. Perkins, Neal R. Harvey, Steven P. Brumby, 2001, SPIE Defense + Commercial Sensing.

AFREET: HUMAN-INSPIRED SPATIO-SPECTRAL FEATURE CONSTRUCTION FOR IMAGE CLASSIFICATION WITH SUPPORT VECTOR MACHINES

N. Harvey, S. Perkins, S. Perkins, 2001 .

Image Feature Extraction: Genie vs Conventional Supervised Classification Techniques

Neal R. Harvey, James Theiler, Mark Corrado Galassi, 2001 .

GENIE: a hybrid genetic algorithm for feature classification in multispectral images

Neal R. Harvey, James Theiler, Simon J. Perkins, 2000, SPIE Optics + Photonics.

Searching for Optical Transients in Real‐Time: The RAPTOR Experiment

Mark Corrado Galassi, Przemyslaw Remigiusz Wozniak, W. T. Vestrand, 2003 .

Genie Pro: robust image classification using shape, texture, and spectral information

Neal R. Harvey, Simon J. Perkins, Steven P. Brumby, 2005 .

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

James Theiler, Hyejin Yoon, Karina Yusim, 2008, Bioinform..

Evolving forest fire burn severity classification algorithms for multispectral imagery

Neal R. Harvey, Simon J. Perkins, John J. Szymanski, 2001, SPIE Defense + Commercial Sensing.

Parallel evolution of image processing tools for multispectral imagery

Neal R. Harvey, James Theiler, Simon J. Perkins, 2000, SPIE Optics + Photonics.

Genetic algorithm for combining new and existing image processing tools for multispectral imagery

Neal R. Harvey, James Theiler, Simon J. Perkins, 2000, SPIE Defense + Commercial Sensing.

Finding Golf Courses: The Ultra High Tech Approach

Neal R. Harvey, James Theiler, Simon Perkins, 2000, EvoWorkshops.

Investigation of image feature extraction by a genetic algorithm

Melanie Mitchell, Simon J. Perkins, Neal R. Harvey, 1999, Optics + Photonics.

Evolving retrieval algorithms with a genetic programming scheme

Neal R. Harvey, Simon J. Perkins, John J. Szymanski, 1999, Optics & Photonics.

Investigation of automated feature extraction using multiple data sources

Neal R. Harvey, James Theiler, Paul A. Pope, 2003, SPIE Defense + Commercial Sensing.

Modified Kernel-based Nonlinear Feature Extraction

J. Theiler, S. Perkins, S. Ahalt, 2002, ICMLA.

Multimodal approach to feature extraction for image and signal learning problems

Neal R. Harvey, James Theiler, Nancy A. David, 2004, SPIE Optics + Photonics.

Using blocks of skewers for faster computation of pixel purity index

Dominique Lavenier, Neal R. Harvey, James Theiler, 2000, SPIE Optics + Photonics.