Concepedia

James D. B. Nelson

JD

24

Publications

1.2K

Citations

17

H-Index

1971

Active since

Affiliations

University College London(Current)

University of Southampton

Polytechnic University of Timişoara

University of Cambridge

Louisiana Tech University

James D. B. Nelson is an author at University College London specializing in engineering, data science, and pattern recognition.

Top concepts

EngineeringData SciencePattern RecognitionStatisticsImage AnalysisComputer ScienceMachine LearningSignal ProcessingMachine VisionRemote Sensing

Publications per year

1971–2017

24

Publications

24

Band Selection for Hyperspectral Image Classification Using Mutual Information

Bin Guo, S.R. Gunn, R.I. Damper et al. · IEEE Geoscience and Remote Sensing Letters · 2006 · 383 citations

Image Analysis, Machine Learning, Data Science +15

Customizing Kernel Functions for SVM-Based Hyperspectral Image Classification

Baofeng Guo, Steve R. Gunn, R.I. Damper et al. · IEEE Transactions on Image Processing · 2008 · 201 citations

Support Vector Machine, Image Analysis, Machine Learning +15

A fast separability-based feature-selection method for high-dimensional remotely sensed image classification

Baofeng Guo, R.I. Damper, Steve R. Gunn et al. · Pattern Recognition · 2007 · 107 citations

Image Classification, Machine Vision, Image Analysis +12

Regularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso

Alex Gibberd, James D. B. Nelson · Journal of Computational and Graphical Statistics · 2017 · 59 citations · Full text

Statistical Considerations and Sampling Techniques for Ground‐Water Quality Monitoring

James D. B. Nelson, Robert C. Ward · Ground Water · 1981 · 55 citations

Simple Random Sampling, Environmental Monitoring, Engineering +11

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