| Clustering-based hyperspectral band selection using information measures A MartÍnez-UsÓMartinez-Uso, F Pla, JM Sotoca, P García-Sevilla IEEE Transactions on Geoscience and Remote Sensing 45 (12), 4158-4171, 2007 | 453 | 2007 |
| Supervised feature selection by clustering using conditional mutual information-based distances JM Sotoca, F Pla Pattern Recognition 43 (6), 2068-2081, 2010 | 199 | 2010 |
| The class imbalance problem in pattern classification and learning V Garcia, JS Sanchez, RA Mollineda, R Alejo, JM Sotoca II Congreso Espanol de Informática, 283-291, 2007 | 109 | 2007 |
| An analysis of how training data complexity affects the nearest neighbor classifiers JS Sánchez, RA Mollineda, JM Sotoca Pattern Analysis and Applications 10 (3), 189-201, 2007 | 90 | 2007 |
| Experimental study on prototype optimisation algorithms for prototype-based classification in vector spaces M Lozano, JM Sotoca, JS Sánchez, F Pla, E Pękalska, RPW Duin Pattern Recognition 39 (10), 1827-1838, 2006 | 85 | 2006 |
| Data characterization for effective prototype selection RA Mollineda, JS Sánchez, JM Sotoca Iberian Conference on Pattern Recognition and Image Analysis, 27-34, 2005 | 74 | 2005 |
| Band selection in multispectral images by minimization of dependent information JM Sotoca, F Pla, JS Sanchez IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2007 | 61 | 2007 |
| Combined effects of class imbalance and class overlap on instance-based classification V García, R Alejo, JS Sánchez, JM Sotoca, RA Mollineda International Conference on Intelligent Data Engineering and Automated …, 2006 | 52 | 2006 |
| Improving the performance of the RBF neural networks trained with imbalanced samples R Alejo, V García, JM Sotoca, RA Mollineda, JS Sánchez International work-conference on artificial neural networks, 162-169, 2007 | 50 | 2007 |
| The class imbalance problem in pattern classification and learning R Mollineda, R Alejo, J Sotoca II Congreso Espanol de Informática (CEDI 2007). ISBN, 978-84, 2007 | 42 | 2007 |
| Hand bone segmentation in radioabsorptiometry images for computerised bone mass assessment JM Sotoca, JM Inesta, MA Belmonte Computerized Medical Imaging and Graphics 27 (6), 459-467, 2003 | 42 | 2003 |
| Multidimensional optical sensing and imaging system (MOSIS): from macroscales to microscales B Javidi, X Shen, AS Markman, P Latorre-Carmona, A Martinez-Uso, ... Proceedings of the IEEE 105 (5), 850-875, 2017 | 36 | 2017 |
| A meta-learning framework for pattern classication by means of data complexity measures JM Sotoca, RA Mollineda, JS Sánchez Inteligencia Artificial. Revista Iberoamericana de Inteligencia Artificial …, 2006 | 34 | 2006 |
| Clustering-based multispectral band selection using mutual information A Martinez-Uso, F Pla, JM Sotoca, P Garcia-Sevilla 18th International Conference on Pattern Recognition (ICPR'06) 2, 760-763, 2006 | 31 | 2006 |
| Semantic place prediction by combining smart binary classifiers R Montoliu, A Martínez-Uso, J Martínez-Sotoca, J McInerney Nokia Mobile Data Challenge 2012 Workshop. p. Dedicated task 1 (1), 2012 | 29 | 2012 |
| A review of data complexity measures and their applicability to pattern classification problems JM Sotoca, JS Sanchez, RA Mollineda Actas del III Taller Nacional de Mineria de Datos y Aprendizaje. TAMIDA, 77-83, 2005 | 28 | 2005 |
| Improving the classification accuracy of RBF and MLP neural networks trained with imbalanced samples R Alejo, V Garcia, JM Sotoca, RA Mollineda, JS Sánchez International Conference on Intelligent Data Engineering and Automated …, 2006 | 27 | 2006 |
| Unsupervised band selection for multispectral images using information theory JM Sotoca, F Pla, AC Klaren Proceedings of the 17th International Conference on Pattern Recognition …, 2004 | 27 | 2004 |
| A semi-supervised gaussian mixture model for image segmentation A Martinez-Uso, F Pla, JM Sotoca 2010 20th International Conference on Pattern Recognition, 2941-2944, 2010 | 26 | 2010 |
| Determination of the object surface function by structured light: application to the study of spinal deformities M Buendia, R Salvador, R Cibrian, M Laguia, JM Sotoca Physics in Medicine & Biology 44 (1), 75, 1999 | 23 | 1999 |
