Humberto Bustince Sola

Edurne Barrenechea Tartas, Humberto Bustince Sola, Javier Fernández, Daniel Paternain, José Antonio Sanz: Using the Choquet Integral in the Fuzzy Reasoning Method of Fuzzy Rule-Based Classification Systems. Axioms 2(2): 208-223 (2013)

Humberto Bustince Sola, Aranzazu Jurio, Ana Pradera, Radko Mesiar, Gleb Beliakov: Generalization of the weighted voting method using penalty functions constructed via faithful restricted dissimilarity functions. European Journal of Operational Research 225(3): 472-478 (2013)

Pedro Melo-Pinto, Pedro Couto, Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola, Javier Fernández: Image segmentation using Atanassov's intuitionistic fuzzy sets. Expert Syst. Appl. 40(1): 15-26 (2013)

Humberto Bustince Sola, Javier Fernández, Josean Sanz, Michal Baczynski, Radko Mesiar: Construction of strong equality index from implication operators. Fuzzy Sets and Systems 211: 15-33 (2013)

Humberto Bustince Sola, Javier Fernández, Anna Kolesárová, Radko Mesiar: Generation of linear orders for intervals by means of aggregation functions. Fuzzy Sets and Systems 220: 69-77 (2013)

Nikhil R. Pal, Humberto Bustince Sola, Miguel Pagola, U. K. Mukherjee, D. P. Goswami, Gleb Beliakov: Uncertainties with Atanassov's intuitionistic fuzzy sets: Fuzziness and lack of knowledge. Inf. Sci. 228: 61-74 (2013)

Carlos Lopez-Molina, Bernard De Baets, Humberto Bustince Sola, Josean Sanz, Edurne Barrenechea Tartas: Multiscale edge detection based on Gaussian smoothing and edge tracking. Knowl.-Based Syst. 44: 101-111 (2013)

Carlos Lopez-Molina, Bernard De Baets, Humberto Bustince Sola: Quantitative error measures for edge detection. Pattern Recognition 46(4): 1125-1139 (2013)

Miguel Pagola, Carlos Lopez-Molina, Javier Fernández, Edurne Barrenechea Tartas, Humberto Bustince Sola: Interval Type-2 Fuzzy Sets Constructed From Several Membership Functions: Application to the Fuzzy Thresholding Algorithm. IEEE T. Fuzzy Systems 21(2): 230-244 (2013)

Daniel Paternain, Aranzazu Jurio, Edurne Barrenechea Tartas, Humberto Bustince Sola, Benjamín C. Bedregal, Eulalia Szmidt: An alternative to fuzzy methods in decision-making problems. Expert Syst. Appl. 39(9): 7729-7735 (2012)

Ana Pradera, Gleb Beliakov, Humberto Bustince Sola: Aggregation functions and contradictory information. Fuzzy Sets and Systems 191: 41-61 (2012)

Benjamín C. Bedregal, Gleb Beliakov, Humberto Bustince Sola, Tomasa Calvo, Radko Mesiar, Daniel Paternain: A class of fuzzy multisets with a fixed number of memberships. Inf. Sci. 189: 1-17 (2012)

Humberto Bustince Sola, Bernard De Baets, Javier Fernández, Radko Mesiar, Javier Montero: A generalization of the migrativity property of aggregation functions. Inf. Sci. 191: 76-85 (2012)

Carlos Lopez-Molina, Mikel Galar, Humberto Bustince Sola, Bernard De Baets: Extending the upper-lower edge detector by means of directional masks and OWA operators. Progress in AI 1(4): 267-276 (2012)

Humberto Bustince Sola, Miguel Pagola, Radko Mesiar, Eyke Hüllermeier, Francisco Herrera: Grouping, Overlap, and Generalized Bientropic Functions for Fuzzy Modeling of Pairwise Comparisons. IEEE T. Fuzzy Systems 20(3): 405-415 (2012)

Gleb Beliakov, Humberto Bustince Sola, Simon James, Tomasa Calvo, Javier Fernández: Aggregation for Atanassov's Intuitionistic and Interval Valued Fuzzy Sets: The Median Operator. IEEE T. Fuzzy Systems 20(3): 487-498 (2012)

Gleb Beliakov, Humberto Bustince Sola, Daniel Paternain: Image Reduction Using Means on Discrete Product Lattices. IEEE Transactions on Image Processing 21(3): 1070-1083 (2012)

Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera: A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches. IEEE Transactions on Systems, Man, and Cybernetics, Part C 42(4): 463-484 (2012)

Benjamín C. Bedregal, Gleb Beliakov, Humberto Bustince Sola, Javier Fernández, Ana Pradera, Renata Hax Sander Reiser: Negations Generated by Bounded Lattices t-Norms. IPMU (3) 2012: 326-335

Renata Hax Sander Reiser, Benjamín C. Bedregal, Humberto Bustince Sola, Javier Fernández: Generation of Interval-Valued Intuitionistic Fuzzy Implications from K-Operators, Fuzzy Implications and Fuzzy Coimplications. IPMU (2) 2012: 450-460

Carlos Lopez-Molina, Bernard De Baets, Humberto Bustince Sola: Generating fuzzy edge images from gradient magnitudes. Computer Vision and Image Understanding 115(11): 1571-1580 (2011)

Gleb Beliakov, Humberto Bustince Sola, Javier Fernández: The median and its extensions. Fuzzy Sets and Systems 175(1): 36-47 (2011)

Humberto Bustince Sola, Edurne Barrenechea Tartas: Special issue EUROFUSE 2009. Fuzzy Sets and Systems 184(1): 1-2 (2011)

Josean Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera: A genetic tuning to improve the performance of Fuzzy Rule-Based Classification Systems with Interval-Valued Fuzzy Sets: Degree of ignorance and lateral position. Int. J. Approx. Reasoning 52(6): 751-766 (2011)

Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola, Javier Fernández, Carlos Guerra, Pedro Couto, Pedro Melo-Pinto: Generalized Atanassov's Intuitionistic Fuzzy Index: Construction of Atanassov's Fuzzy Entropy from Fuzzy Implication Operators. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 19(1): 51-69 (2011)

Gleb Beliakov, Humberto Bustince Sola, D. P. Goswami, U. K. Mukherjee, Nikhil R. Pal: On averaging operators for Atanassov's intuitionistic fuzzy sets. Inf. Sci. 181(6): 1116-1124 (2011)

Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera: An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes. Pattern Recognition 44(8): 1761-1776 (2011)

Pedro Couto, Aranzazu Jurio, Artur Varejão, Miguel Pagola, Humberto Bustince Sola, Pedro Melo-Pinto: An IVFS-based image segmentation methodology for rat gait analysis. Soft Comput. 15(10): 1937-1944 (2011)

Edurne Barrenechea Tartas, Humberto Bustince Sola, Bernard De Baets, Carlos Lopez-Molina: Construction of Interval-Valued Fuzzy Relations With Application to the Generation of Fuzzy Edge Images. IEEE T. Fuzzy Systems 19(5): 819-830 (2011)

Mikel Galar, Javier Fernández, Gleb Beliakov, Humberto Bustince Sola: Interval-Valued Fuzzy Sets Applied to Stereo Matching of Color Images. IEEE Transactions on Image Processing 20(7): 1949-1961 (2011)

Aranzazu Jurio, Miguel Pagola, Radko Mesiar, Gleb Beliakov, Humberto Bustince Sola: Image Magnification Using Interval Information. IEEE Transactions on Image Processing 20(11): 3112-3123 (2011)

Carlos Lopez-Molina, Bernard De Baets, Humberto Bustince Sola, Edurne Barrenechea Tartas, Mikel Galar: Multiscale Extension of the Gravitational Approach to Edge Detection. CAEPIA 2011: 283-292

Aranzazu Jurio, José Antonio Sanz, Daniel Paternain, Javier Fernández, Humberto Bustince Sola: Interval-Valued Fuzzy Sets for Color Image Super-Resolution. CAEPIA 2011: 373-382

José Antonio Sanz, Humberto Bustince Sola, Alberto Fernández, Francisco Herrera: On the cooperation of interval-valued fuzzy sets and genetic tuning to improve the performance of fuzzy decision trees. FUZZ-IEEE 2011: 1247-1254

Carlos Lopez-Molina, Humberto Bustince Sola, Edurne Barrenechea Tartas, Aranzazu Jurio, Bernard De Baets: Multiscale edge detection based on the Sobel method. ISDA 2011: 666-671

Daniel Paternain, Miguel Pagola, Javier Fernández, Radko Mesiar, Gleb Beliakov, Humberto Bustince Sola: Brain MRI thresholding using incomparability and overlap functions. ISDA 2011: 808-812

Humberto Bustince Sola, Miguel Pagola, Edurne Barrenechea Tartas, Javier Fernández: The Need to Use Fuzzy Extensions in Fuzzy Thresholding Algorithms. 35 Years of Fuzzy Set Theory 2011: 219-235

Humberto Bustince Sola, Daniel Paternain, Bernard De Baets, Tomasa Calvo, János C. Fodor, Radko Mesiar, Javier Montero, Ana Pradera: Two Methods for Image Compression/Reconstruction Using OWA Operators. Recent Developments in the Ordered Weighted Averaging Operators 2011: 229-253

Humberto Bustince Sola, Miguel Pagola, Edurne Barrenechea Tartas, Javier Fernández, Pedro Melo-Pinto, Pedro Couto, Hamid R. Tizhoosh, Javier Montero: Ignorance functions. An application to the calculation of the threshold in prostate ultrasound images. Fuzzy Sets and Systems 161(1): 20-36 (2010)

Alberto Fernández, María Calderón, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera: Solving multi-class problems with linguistic fuzzy rule based classification systems based on pairwise learning and preference relations. Fuzzy Sets and Systems 161(23): 3064-3080 (2010)

Aranzazu Jurio, Miguel Pagola, Humberto Bustince Sola: Ignorance-Based Fuzzy Clustering Algorithm. International Journal of Computational Intelligence and Applications 9(3): 225-239 (2010)

Humberto Bustince Sola, Edurne Barrenechea Tartas, Javier Fernández, Miguel Pagola, Javier Montero, Carlos Guerra: Contrast of a fuzzy relation. Inf. Sci. 180(8): 1326-1344 (2010)

Radko Mesiar, Humberto Bustince Sola, Javier Fernández: On the alpha-migrativity of semicopulas, quasi-copulas, and copulas. Inf. Sci. 180(10): 1967-1976 (2010)

Humberto Bustince Sola, Tomasa Calvo, Bernard De Baets, János C. Fodor, Radko Mesiar, Javier Montero, Daniel Paternain, Ana Pradera: A class of aggregation functions encompassing two-dimensional OWA operators. Inf. Sci. 180(10): 1977-1989 (2010)

José Antonio Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera: Improving the performance of fuzzy rule-based classification systems with interval-valued fuzzy sets and genetic amplitude tuning. Inf. Sci. 180(19): 3674-3685 (2010)

Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola, Javier Fernández, Josean Sanz: Comment on: "Image thresholding using type II fuzzy sets". Importance of this method. Pattern Recognition 43(9): 3188-3192 (2010)

Carlos Lopez-Molina, Humberto Bustince Sola, Javier Fernández, Pedro Couto, Bernard De Baets: A gravitational approach to edge detection based on triangular norms. Pattern Recognition 43(11): 3730-3741 (2010)

Edurne Barrenechea Tartas, Humberto Bustince Sola, Miguel Pagola, Javier Fernández: Construction of interval-valued fuzzy entropy invariant by translations and scalings. Soft Comput. 14(9): 945-952 (2010)

Nuno Vieira Lopes, Pedro A. Mogadouro do Couto, Humberto Bustince Sola, Pedro Melo-Pinto: Automatic Histogram Threshold Using Fuzzy Measures. IEEE Transactions on Image Processing 19(1): 199-204 (2010)

Benjamín René Callejas Bedregal, Humberto Bustince Sola, Javier Fernández, Glad Deschrijver, Radko Mesiar: Interval-valued contractive fuzzy negations. FUZZ-IEEE 2010: 1-6

Pedro Couto, Nuno Vieira Lopes, Humberto Bustince Sola, Pedro Melo-Pinto: Fuzzy dynamic model for feature tracking. FUZZ-IEEE 2010: 1-8

Daniel Paternain, Humberto Bustince Sola, Javier Fernández, Gleb Beliakov, Radko Mesiar: Image reduction with local reduction operators. FUZZ-IEEE 2010: 1-8

José Antonio Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera: A genetic algorithm for tuning fuzzy rule-based classification systems with Interval-Valued Fuzzy Sets. FUZZ-IEEE 2010: 1-3

Pedro Couto, Humberto Bustince Sola, Miguel Pagola, Aranzazu Jurio, Pedro Melo-Pinto: A-IFSs Entropy Based Image Multi-thresholding. IEA/AIE (3) 2010: 341-349

Mikel Galar, Miguel Pagola, Edurne Barrenechea Tartas, Carlos Lopez-Molina, Humberto Bustince Sola: Aggregation of Color Information in Stereo Matching Problem: A Comparison Study. IEA/AIE (3) 2010: 369-378

Daniel Paternain, Humberto Bustince Sola, Javier Fernández, Gleb Beliakov, Radko Mesiar: Some Averaging Functions in Image Reduction. IEA/AIE (3) 2010: 399-408

Gleb Beliakov, Humberto Bustince Sola, Javier Fernández: On the Median and Its Extensions. IPMU 2010: 435-444

Benjamín C. Bedregal, Humberto Bustince Sola, Javier Fernández, Glad Deschrijver, Radko Mesiar: Atanassov's Intuitionistic Contractive Fuzzy Negations. IPMU (1) 2010: 591-600

Pedro Couto, Humberto Bustince Sola, Aranzazu Jurio, George Gluhchev, Artur Varejão, Pedro Melo-Pinto: A-IFSs based iterative thresholding in gait analysis. IEEE Conf. of Intelligent Systems 2010: 270-275

Aranzazu Jurio, Daniel Paternain, Humberto Bustince Sola, Carlos Guerra, Gleb Beliakov: A construction method of Atanassov's intuitionistic fuzzy sets for image processing. IEEE Conf. of Intelligent Systems 2010: 337-342

Humberto Bustince Sola, Javier Montero, Radko Mesiar: Migrativity of aggregation functions. Fuzzy Sets and Systems 160(6): 766-777 (2009)

Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola, Javier Fernández: Interval-valued fuzzy sets constructed from matrices: Application to edge detection. Fuzzy Sets and Systems 160(13): 1819-1840 (2009)

Humberto Bustince Sola, Javier Fernández, Radko Mesiar, Javier Montero, Raul Orduna: Overlap Index, Overlap Functions and Migrativity. IFSA/EUSFLAT Conf. 2009: 300-305

Edurne Barrenechea Tartas, Humberto Bustince Sola, Miguel Pagola, Javier Fernández, Josean Sanz: Generalized Atanassov's Intuitionistic Fuzzy Index. Construction Method. IFSA/EUSFLAT Conf. 2009: 478-482

Daniel Paternain, Humberto Bustince Sola, Josean Sanz, Mikel Galar, Carlos Guerra: Image Reduction with Interval-Valued Fuzzy Sets and OWA Operators. IFSA/EUSFLAT Conf. 2009: 754-759

Pedro Couto, Pedro Melo-Pinto, Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola: Colour Image Segmentation using A-IFSs. IFSA/EUSFLAT Conf. 2009: 963-967

Josean Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera: A First Study on the Use of Interval-Valued Fuzzy Sets with Genetic Tuning for Classification with Imbalanced Data-Sets. HAIS 2009: 581-588

Pedro Couto, Vitor Filipe, Pedro Melo-Pinto, Humberto Bustince Sola, Edurne Barrenechea Tartas: A A-IFSs Based Image Segmentation Methodology for Gait Analysis. ISDA 2009: 1318-1323

Carlos Lopez-Molina, Humberto Bustince Sola, Mikel Galar, Javier Fernández, Bernard De Baets: On the Use of t-Conorms in the Gravity-Based Approach to Edge Detection. ISDA 2009: 1347-1352

Aranzazu Jurio, Miguel Pagola, Daniel Paternain, Edurne Barrenechea Tartas, José Antonio Sanz, Humberto Bustince Sola: Ignorance-Based Fuzzy Clustering Algorithm. ISDA 2009: 1353-1358

Carlos Lopez-Molina, Humberto Bustince Sola, Javier Fernández, Edurne Barrenechea Tartas, Pedro Couto, Bernard De Baets: A t-Norm Based Approach to Edge Detection. IWANN (1) 2009: 302-309

Humberto Bustince Sola, Miguel Pagola, Aranzazu Jurio, Edurne Barrenechea Tartas, Javier Fernández, Pedro Couto, Pedro Melo-Pinto: A Survey of Applications of the Extensions of Fuzzy Sets to Image Processing. Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition 2009: 3-32

Humberto Bustince Sola, Francisco Herrera, Javier Montero (Eds.): Fuzzy Sets and Their Extensions: Representation, Aggregation and Models - Intelligent Systems from Decision Making to Data Mining, Web Intelligence and Computer Vision. Studies in Fuzziness and Soft Computing 220, Springer 2008, isbn 978-3-540-73722-3

Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola: Generation of interval-valued fuzzy and atanassov's intuitionistic fuzzy connectives from fuzzy connectives and from K_alpha operators: Laws for conjunctions and disjunctions, amplitude. Int. J. Intell. Syst. 23(6): 680-714 (2008)

Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola: Relationship between restricted dissimilarity functions, restricted equivalence functions and normal E_N-functions: Image thresholding invariant. Pattern Recognition Letters 29(4): 525-536 (2008)

Pedro Couto, Miguel Pagola, Humberto Bustince Sola, Edurne Barrenechea Tartas, Pedro Melo-Pinto: Uncertainty in multilevel image thresholding using Atanassov's intuitionistic fuzzy sets. FUZZ-IEEE 2008: 330-335

Humberto Bustince Sola, Javier Montero, Edurne Barrenechea Tartas, Miguel Pagola: Laws for conjunctions and disjunctions in interval type 2 fuzzy sets. FUZZ-IEEE 2008: 1613-1618

Humberto Bustince Sola, Miguel Pagola, Pedro Melo-Pinto, Edurne Barrenechea Tartas, Pedro Couto: Image Threshold Computation by Modelizing Knowledge/Unknowledge by Means of Atanassov's Intuitionistic Fuzzy Sets. Fuzzy Sets and Their Extensions: Representation, Aggregation and Models 2008: 621-638

Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola: Image thresholding using restricted equivalence functions and maximizing the measures of similarity. Fuzzy Sets and Systems 158(5): 496-516 (2007)

Humberto Bustince Sola, Javier Montero, Edurne Barrenechea Tartas, Miguel Pagola: Semiautoduality in a restricted family of aggregation operators. Fuzzy Sets and Systems 158(12): 1360-1377 (2007)

Javier Montero, Daniel Gómez, Humberto Bustince Sola: On the relevance of some families of fuzzy sets. Fuzzy Sets and Systems 158(22): 2429-2442 (2007)

Humberto Bustince Sola, Miguel Pagola, Edurne Barrenechea Tartas: Construction of fuzzy indices from fuzzy DI-subsethood measures: Application to the global comparison of images. Inf. Sci. 177(3): 906-929 (2007)

Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola, Raul Orduna: Image Thresholding Computation Using Atanassov's Intuitionistic Fuzzy Sets. JACIII 11(2): 187-194 (2007)

Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola, Raul Orduna: Construction of Interval Type 2 Fuzzy Images to Represent Images in Grayscale. False Edges. FUZZ-IEEE 2007: 1-6

Javier Montero, Daniel Gómez, Humberto Bustince Sola: Atanassov's Intuitionistic Fuzzy Sets as a Classification Model. IFSA (1) 2007: 69-75

Pedro Couto, Humberto Bustince Sola, Vitor Filipe, Edurne Barrenechea Tartas, Miguel Pagola, Pedro Melo-Pinto: Image Threshold Using A-IFSs Based on Bounded Histograms. IFSA (1) 2007: 96-103

Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola: Restricted equivalence functions. Fuzzy Sets and Systems 157(17): 2333-2346 (2006)

Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola, F. Soria: Weak Fuzzy S-Subsethood Measures: Overlap Index. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 14(5): 537-560 (2006)

Humberto Bustince Sola, Maria Victoria Mohedano Salillas, Edurne Barrenechea Tartas, Miguel Pagola: Definition and construction of fuzzy DI-subsethood measures. Inf. Sci. 176(21): 3190-3231 (2006)

Humberto Bustince Sola, Maria Victoria Mohedano Salillas, Edurne Barrenechea Tartas, Miguel Pagola: Proximity Functions. Application to Fuzzy Thresholding. EUSFLAT Conf. 2005: 1219-1224

Humberto Bustince Sola, Edurne Barrenechea Tartas, Maria Victoria Mohedano Salillas: Intuitionistic Fuzzy Implication Operators - An Expression And Main Properties. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 12(3): 387-406 (2004)

Humberto Bustince Sola, Pedro J. Burillo, F. Soria: Automorphisms, negations and implication operators. Fuzzy Sets and Systems 134(2): 209-229 (2003)

Humberto Bustince Sola, Pedro J. Burillo, Maria Victoria Mohedano Salillas: About Intuitionistic Fuzzy Implication Operators. JCIS 2002: 109-112

Humberto Bustince Sola, Pedro J. Burillo: Perturbation of Intuitionistic Fuzzy Relations. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 9(1): 81-104 (2001)

Humberto Bustince Sola: Indicator of inclusion grade for interval-valued fuzzy sets. Application to approximate reasoning based on interval-valued fuzzy sets. Int. J. Approx. Reasoning 23(3): 137-209 (2000)