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
4852007
Supervised feature selection by clustering using conditional mutual information-based distances
JM Sotoca, F Pla
Pattern Recognition 43 (6), 2068-2081, 2010
2052010
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
1142007
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
912007
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
752005
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
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
542006
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
532007
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
432007
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
432003
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
372006
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
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
302012
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
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
292005
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
272006
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
Hyperspectral data selection from mutual information between image bands
JM Sotoca, F Pla
Joint IAPR International Workshops on Statistical Techniques in Pattern …, 2006
232006
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Articles 1–20