| Supervised classification in high-dimensional space: geometrical, statistical, and asymptotical properties of multivariate data LO Jimenez, DA Landgrebe IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 1998 | 655 | 1998 |
| Hyperspectral data analysis and supervised feature reduction via projection pursuit LO Jimenez, DA Landgrebe IEEE Transactions on Geoscience and Remote Sensing 37 (6), 2653-2667, 1999 | 424 | 1999 |
| Classification of hyperdimensional data based on feature and decision fusion approaches using projection pursuit, majority voting, and neural networks LO Jimenez, A Morales-Morell, A Creus IEEE Transactions on Geoscience and Remote Sensing 37 (3), 1360-1366, 1999 | 165 | 1999 |
| Unsupervised linear feature-extraction methods and their effects in the classification of high-dimensional data LO Jimenez-Rodriguez, E Arzuaga-Cruz, M Velez-Reyes IEEE Transactions on Geoscience and Remote Sensing 45 (2), 469-483, 2007 | 157 | 2007 |
| Integration of spatial and spectral information by means of unsupervised extraction and classification for homogenous objects applied to multispectral and hyperspectral data LO Jiménez, JL Rivera-Medina, E Rodríguez-Díaz, E Arzuaga-Cruz, ... IEEE Transactions on Geoscience and Remote Sensing 43 (4), 844-851, 2005 | 125 | 2005 |
| Unsupervised feature extraction and band subset selection techniques based on relative entropy criteria for hyperspectral data analysis E Arzuaga-Cruz, LO Jimenez-Rodriguez, M Velez-Reyes Algorithms and Technologies for Multispectral, Hyperspectral, and …, 2003 | 73 | 2003 |
| High dimensional feature reduction via projection pursuit LO Jimenez, DA Landgrebe Purdue University, 1996 | 66 | 1996 |
| Subset selection analysis for the reduction of hyperspectral imagery M Velez-Reyes, LO Jimenez IGARSS'98. Sensing and Managing the Environment. 1998 IEEE International …, 1998 | 58 | 1998 |
| Subset selection analysis for the reduction of hyperspectral imagery LOJ Miguel Velez-Reyes Geoscience and Remote Sensing Symposium Proceedings, 1998. IGARSS'98. 1998 …, 1998 | 58* | 1998 |
| A MATLAB toolbox for hyperspectral image analysis E Arzuaga-Cruz, LO Jimenez-Rodriguez, M Velez-Reyes, D Kaeli, ... IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium …, 2004 | 35 | 2004 |
| Comparison of matrix factorization algorithms for band selection in hyperspectral imagery M Velez-Reyes, LO Jimenez-Rodriguez, DM Linares, HT Velazquez Algorithms for Multispectral, Hyperspectral, and Ultraspectral Imagery VI …, 2000 | 34 | 2000 |
| Projection pursuit in high dimensional data reduction: initial conditions, feature selection and the assumption of normality L Jimenez, DA Landgrebe 1995 IEEE International Conference on Systems, Man and Cybernetics …, 1995 | 31 | 1995 |
| Projection pursuit for high dimensional feature reduction: Parallel and sequential approaches LO Jimenez, DA Landgrebe 1995 International Geoscience and Remote Sensing Symposium, IGARSS'95 …, 1995 | 29 | 1995 |
| High dimensional feature reduction via projection pursuit L Jimenez, D Landgrebe Proceedings of IGARSS'94-1994 IEEE International Geoscience and Remote …, 1994 | 27 | 1994 |
| Transforming an engineering course to enhance student learning R Buxeda, L Jimenez, L Morell Proceedings. 2001 International Conference on Engineering Education, 2001 | 24 | 2001 |
| Integration of spatial and spectral information in unsupervised classification for multispectral and hyperspectral data LO Jimenez-Rodriguez, J Rivera-Medina Image and Signal Processing for Remote Sensing V 3871, 24-34, 1999 | 18 | 1999 |
| Two-stage band selection algorithm for hyperspectral imagery M Velez-Reyes, DM Linares, LO Jimenez-Rodriguez Algorithms and Technologies for Multispectral, Hyperspectral, and …, 2002 | 17 | 2002 |
| Land cover and benthic habitat classification using texture features from hyperspectral and multispectral images VB Manian, LO Jiménez-Rodríguez Journal of Electronic Imaging 16 (2), 023011, 2007 | 13 | 2007 |
| The articulation between natural sciences and systematic theology LO Jimenez Rodriguez UCL-Université Catholique de Louvain, 2012 | 12 | 2012 |
| Beyond traditional power systems: Energy externalities, ethics and society E O'Neill-Carrillo, HR Zamot, M Hernández, AA Irizarry-Rivera, ... Sustainable Systems and Technology (ISSST), 2012 IEEE International …, 2012 | 11 | 2012 |
Miguel Velez-Reyes, Ph.D., FSPIE, PEDepartment of Electrical and Computer Engineering, University of Texas at El PasoVerified email at utep.edu
