1
|
Fumanal-Idocin J, Rodriguez-Martinez I, Indurain A, Minárová M, Bustince H. Almost aggregations in the gravitational clustering to perform anomaly detection. Inf Sci (N Y) 2022. [DOI: 10.1016/j.ins.2022.07.167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
|
2
|
Lopez-Molina C, Iglesias-Rey S, Bustince H, De Baets B. On the role of distance transformations in Baddeley’s Delta Metric. Inf Sci (N Y) 2021. [DOI: 10.1016/j.ins.2021.05.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
|
3
|
Forcén J, Pagola M, Barrenechea E, Bustince H. Combination of features through weighted ensembles for image classification. Appl Soft Comput 2019. [DOI: 10.1016/j.asoc.2019.105698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
|
4
|
Altalhi A, Forcén J, Pagola M, Barrenechea E, Bustince H, Takáč Z. Moderate deviation and restricted equivalence functions for measuring similarity between data. Inf Sci (N Y) 2019. [DOI: 10.1016/j.ins.2019.05.078] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
5
|
Lopez-Maestresalas A, De Miguel L, Lopez-Molina C, Arazuri S, Bustince H, Jaren C. Hyperspectral imaging using notions from type-2 fuzzy sets. Soft comput 2019. [DOI: 10.1007/s00500-018-3208-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
|
6
|
Zapata H, Bustince H, Montes S, Bedregal B, Dimuro G, Takáč Z, Baczyński M, Fernandez J. Interval-valued implications and interval-valued strong equality index with admissible orders. Int J Approx Reason 2017. [DOI: 10.1016/j.ijar.2017.05.009] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
|
7
|
Marco-Detchart C, Cerron J, De Miguel L, Lopez-Molina C, Bustince H, Galar M. A framework for radial data comparison and its application to fingerprint analysis. Appl Soft Comput 2016. [DOI: 10.1016/j.asoc.2016.05.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
|
8
|
Montero J, Bustince H, Franco C, Rodríguez J, Gómez D, Pagola M, Fernández J, Barrenechea E. Paired structures in knowledge representation. Knowl Based Syst 2016. [DOI: 10.1016/j.knosys.2016.02.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
|
9
|
Lopez-Molina C, Bustince H, De Baets B. Separability Criteria for the Evaluation of Boundary Detection Benchmarks. IEEE Trans Image Process 2016; 25:1047-1055. [PMID: 26701674 DOI: 10.1109/tip.2015.2510284] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
There exist a significant number of benchmarks for evaluating the performance of boundary detection algorithms, most of them relying on some sort of comparison of the automatically-generated boundaries with human-labeled ones. Such benchmarks are composed of a representative image data set, as well as a comparison measure on the universe of boundary images. Despite many such data sets and measures have been proposed, there is no clear way of knowing which combinations of them are the most suitable for the task. In this paper, we introduce four criteria that allow for a sensible evaluation of the performance of a comparison measure on a given data set. The criteria mimic the way in which humans understand boundary images, as well as their ability to recognize the underlying scenes. These criteria can, as a final goal, quantify the ability of the boundary detection benchmarks to evaluate the performance of boundary detection methods, either edge-based or segmentation-based.
Collapse
|
10
|
Pradera A, Beliakov G, Bustince H, De Baets B. A review of the relationships between implication, negation and aggregation functions from the point of view of material implication. Inf Sci (N Y) 2016. [DOI: 10.1016/j.ins.2015.09.033] [Citation(s) in RCA: 61] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
11
|
|
12
|
|
13
|
Orduna R, Jurio A, Paternain D, Bustince H, Melo-Pinto P, Barrenechea E. Segmentation of color images using a linguistic 2-tuples model. Inf Sci (N Y) 2014. [DOI: 10.1016/j.ins.2013.09.028] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
|
14
|
Zapata H, Bustince H, De Miguel L, Guerra C. Some properties of implications via aggregation functions and overlap functions. INT J COMPUT INT SYS 2014. [DOI: 10.1080/18756891.2014.967005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
|
15
|
Guerra C, Jurio A, Bustince H, Lopez-Molina C. Multichannel generalization of the Upper-Lower Edge Detector using ordered weighted averaging operators. Journal of Intelligent & Fuzzy Systems 2014. [DOI: 10.3233/ifs-131110] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- C. Guerra
- Department Automatica y Computacion, Universidad Publica de Navarra, Pamplona, Spain
| | - A. Jurio
- Department Automatica y Computacion, Universidad Publica de Navarra, Pamplona, Spain
| | - H. Bustince
- Department Automatica y Computacion, Universidad Publica de Navarra, Pamplona, Spain
| | - C. Lopez-Molina
- Department Automatica y Computacion, Universidad Publica de Navarra, Pamplona, Spain
- Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Gent, Belgium
| |
Collapse
|
16
|
Barrenechea E, Bustince H, Campión M, Induráin E, Knoblauch V. Topological interpretations of fuzzy subsets. A unified approach for fuzzy thresholding algorithms. Knowl Based Syst 2013. [DOI: 10.1016/j.knosys.2013.09.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|
17
|
Jurio A, Bustince H, Pagola M, Couto P, Pedrycz W. New measures of homogeneity for image processing: an application to fingerprint segmentation. Soft comput 2013. [DOI: 10.1007/s00500-013-1126-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
|
18
|
Lopez-Molina C, De Baets B, Bustince H, Sanz J, Barrenechea E. Multiscale edge detection based on Gaussian smoothing and edge tracking. Knowl Based Syst 2013. [DOI: 10.1016/j.knosys.2013.01.026] [Citation(s) in RCA: 64] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
19
|
Pal N, Bustince H, Pagola M, Mukherjee U, Goswami D, Beliakov G. Uncertainties with Atanassov’s intuitionistic fuzzy sets: Fuzziness and lack of knowledge. Inf Sci (N Y) 2013. [DOI: 10.1016/j.ins.2012.11.016] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
|
20
|
Lopez-Molina C, De Baets B, Cerron J, Galar M, Bustince H. A generalization of the Perona-Malik anisotropic diffusion method using restricted dissimilarity functions. INT J COMPUT INT SYS 2013. [DOI: 10.1080/18756891.2013.752658] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
|
21
|
Galar M, Fernandez A, Barrenechea E, Bustince H, Herrera F. A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches. ACTA ACUST UNITED AC 2012. [DOI: 10.1109/tsmcc.2011.2161285] [Citation(s) in RCA: 1533] [Impact Index Per Article: 127.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
22
|
Sanz J, Fernández A, Bustince H, Herrera F. 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 Reason 2011. [DOI: 10.1016/j.ijar.2011.01.011] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
|
23
|
|
24
|
Bustince H, Calvo T, De Baets B, Fodor J, Mesiar R, Montero J, Paternain D, Pradera A. A class of aggregation functions encompassing two-dimensional OWA operators. Inf Sci (N Y) 2010. [DOI: 10.1016/j.ins.2010.01.022] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
|
25
|
|
26
|
Bustince H, Barrenechea E, Pagola M. Relationship between restricted dissimilarity functions, restricted equivalence functions and normal EN-functions: Image thresholding invariant. Pattern Recognit Lett 2008. [DOI: 10.1016/j.patrec.2007.11.007] [Citation(s) in RCA: 118] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
27
|
Bustince H, Barrenechea E, Pagola M. Generation of interval-valued fuzzy and atanassov's intuitionistic fuzzy connectives from fuzzy connectives and fromKα operators: Laws for conjunctions and disjunctions, amplitude. INT J INTELL SYST 2008. [DOI: 10.1002/int.20292] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
|
28
|
Bustince H, Barrenechea E, Pagola M, Orduna R. Image Thresholding Computation Using Atanassov’s Intuitionistic Fuzzy Sets. J Adv Comput Intell Intell Inform 2007. [DOI: 10.20965/jaciii.2007.p0187] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
In this paper, a new thresholding technique using Atanassov’s intuitionistic fuzzy sets (A-IFSs) and restricted dissimilarity functions is introduced. In recent years, various thresholding techniques ([18, 24]) based on fuzzy set theory have been introduced to overcome the problem of non-uniform illumination and inherent image vagueness. In this paper we analyze this task and propose a new method for handling the grayness ambiguity and vagueness during the process of threshold selection.
Collapse
|
29
|
Bustince H. Indicator of inclusion grade for interval-valued fuzzy sets. Application to approximate reasoning based on interval-valued fuzzy sets. Int J Approx Reason 2000. [DOI: 10.1016/s0888-613x(99)00045-6] [Citation(s) in RCA: 97] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
|