| 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 | 545 | 2007 |
| Supervised feature selection by clustering using conditional mutual information-based distances JM Sotoca, F Pla Pattern Recognition 43 (6), 2068-2081, 2010 | 226 | 2010 |
| The class imbalance problem in pattern classification and learning V Garcia, JS Sanchez, RA Mollineda, R Alejo, JM Sotoca Data Engineering, 283-291, 2007 | 125 | 2007 |
| An analysis of how training data complexity affects the nearest neighbor classifiers JS Sánchez, RA Mollineda, JM Sotoca Pattern Analysis and Applications 10, 189-201, 2007 | 103 | 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 | 88 | 2006 |
| Data characterization for effective prototype selection RA Mollineda, JS Sánchez, JM Sotoca Pattern Recognition and Image Analysis: Second Iberian Conference, IbPRIA …, 2005 | 79 | 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 | 65 | 2007 |
| Combined effects of class imbalance and class overlap on instance-based classification V García, R Alejo, JS Sánchez, JM Sotoca, RA Mollineda Intelligent Data Engineering and Automated Learning–IDEAL 2006: 7th …, 2006 | 65 | 2006 |
| Improving the performance of the RBF neural networks trained with imbalanced samples R Alejo, V García, JM Sotoca, RA Mollineda, JS Sánchez IWANN, 162-169, 2007 | 54 | 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 | 50 | 2007 |
| 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 | 44 | 2017 |
| A review of data complexity measures and their applicability to pattern classification problems JM Sotoca, JS Sánchez, RA Mollineda Actas del III Taller Nacional de Mineria de Datos y Aprendizaje. TAMIDA, 77-83, 2005 | 44 | 2005 |
| Hand bone segmentation in radioabsorptiometry images for computerised bone mass assessment JM Sotoca, JM Iñesta, MA Belmonte Computerized Medical Imaging and Graphics 27 (6), 459-467, 2003 | 44 | 2003 |
| 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 | 42 | 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 | 37 | 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 | 31 | 2012 |
| 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 | 30 | 2010 |
| When overlapping unexpectedly alters the class imbalance effects V García, RA Mollineda, JS Sánchez, R Alejo, JM Sotoca Pattern Recognition and Image Analysis: Third Iberian Conference, IbPRIA …, 2007 | 29 | 2007 |
| 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 | 29 | 2004 |
| Improving the classification accuracy of RBF and MLP neural networks trained with imbalanced samples R Alejo, V Garcia, JM Sotoca, RA Mollineda, JS Sánchez Intelligent Data Engineering and Automated Learning–IDEAL 2006: 7th …, 2006 | 27 | 2006 |
Filiberto PlaInstitute of New Imaging Technologies, University Jaume IVerified email at uji.es
