José Martínez Sotoca
José Martínez Sotoca
Profesor de lenguajes y Sistemas informáticos, Universitat Jaume I
Verified email at uji.es - Homepage
Title
Cited by
Cited by
Year
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
4242007
Supervised feature selection by clustering using conditional mutual information-based distances
JM Sotoca, F Pla
Pattern Recognition 43 (6), 2068-2081, 2010
1902010
The class imbalance problem in pattern classification and learning
V Garcia, JS Sanchez, RA Mollineda, R Alejo, JM Sotoca
II Congreso Español de Informática, 283-291, 2007
1002007
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
862007
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
822006
Data characterization for effective prototype selection
RA Mollineda, JS Sánchez, JM Sotoca
Iberian Conference on Pattern Recognition and Image Analysis, 27-34, 2005
702005
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
582007
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
492007
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
482006
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
422007
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
412003
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
312006
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
302017
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
302012
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
282006
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
262006
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
262004
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
252010
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
252005
Determination of the object surface function by structured light: application to the study of spinal deformities
M Buendía, R Salvador, R Cibrian, M Laguia, JM Sotoca
Physics in Medicine & Biology 44 (1), 75, 1999
221999
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Articles 1–20