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
4712007
Supervised feature selection by clustering using conditional mutual information-based distances
JM Sotoca, F Pla
Pattern Recognition 43 (6), 2068-2081, 2010
2012010
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
1122007
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
902007
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
882006
Data characterization for effective prototype selection
RA Mollineda, JS Sánchez, JM Sotoca
Iberian Conference on Pattern Recognition and Image Analysis, 27-34, 2005
742005
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
642007
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
522007
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
522006
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
422003
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
362017
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
352006
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
322006
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
292012
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
292010
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
282006
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
282005
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
272004
When overlapping unexpectedly alters the class imbalance effects
V García, RA Mollineda, JS Sánchez, R Alejo, JM Sotoca
Iberian Conference on Pattern Recognition and Image Analysis, 499-506, 2007
232007
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