Alberto Fernández

Generating author description...

All published works

Action	Title	Year	Authors
+ PDF Chat	Overlap Number of Balls Model-Agnostic CounterFactuals (ONB-MACF): A data-morphology-based counterfactual generation method for trustworthy artificial intelligence	2025	José Daniel Pascual-Triana Alberto Fernández Javier Del Ser Francisco Herrera
+ PDF Chat	Revisiting data complexity metrics based on morphology for overlap and imbalance: snapshot, new overlap number of balls metrics and singular problems prospect	2021	José Daniel Pascual-Triana David Charte Marta Andrés Arroyo Alberto Fernández Francisco Herrera
+	Revisiting Data Complexity Metrics Based on Morphology for Overlap and Imbalance: Snapshot, New Overlap Number of Balls Metrics and Singular Problems Prospect	2020	José Daniel Pascual-Triana David Charte Marta Andrés Arroyo Alberto Fernández Francisco Herrera
+	Imbalanced Classification for Big Data	2018	Alberto Fernández Salvador García Mikel Galar Ronaldo C. Prati Bartosz Krawczyk Francisco Herrera
+	Algorithm-Level Approaches	2018	Alberto Fernández Salvador García Mikel Galar Ronaldo C. Prati Bartosz Krawczyk Francisco Herrera
+	Evolutionary Fuzzy Systems: A Case Study in Imbalanced Classification	2016	Alberto Fernández Francisco Herrera
+	Studying the behavior of a multiobjective genetic algorithm to design fuzzy rule-based classification systems for imbalanced data-sets	2011	Pedro Villar Alberto Fernández Francisco Herrera
+	A case study on medical diagnosis of cardiovascular diseases using a Genetic Algorithm for Tuning Fuzzy Rule-Based Classification Systems with Interval-Valued Fuzzy Sets	2011	José Sanz Miguel Pagola Humberto Bustince A. Brugos Alberto Fernández 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	2011	José Sanz Alberto Fernández Humberto Bustince Francisco Herrera
+ PDF Chat	Construction of Interval-Valued Fuzzy Preference Relations Using Ignorance Functions: Interval-Valued Non Dominance Criterion	2011	Edurne Barrenechea Alberto Fernández Francisco Herrera Humberto Bustince
+ PDF Chat	Improving the performance of fuzzy rule-based classification systems with interval-valued fuzzy sets and genetic amplitude tuning	2010	José Sanz Alberto Fernández Humberto Bustince Francisco Herrera
+	Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power	2009	Salvador García Alberto Fernández Julián Luengo Francisco Herrera

Common Coauthors

Coauthor	Papers Together
Francisco Herrera	12
Humberto Bustince	4
José Daniel Pascual-Triana	3
José Sanz	3
Salvador García	3
Marta Andrés Arroyo	2
Mikel Galar	2
Bartosz Krawczyk	2
David Charte	2
Ronaldo C. Prati	2
Javier Del Ser	1
A. Brugos	1
Miguel Pagola	1
Pedro Villar	1
Edurne Barrenechea	1
Julián Luengo	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Ten years of genetic fuzzy systems: current framework and new trends	2003	Óscar Cordón Fernando Gomide Francisco Herrera Frank Hoffmann Luis Magdalena	4
+ PDF Chat	SMOTE: Synthetic Minority Over-sampling Technique	2002	Nitesh V. Chawla Kevin W. Bowyer Lawrence Hall W. Philip Kegelmeyer	3
+	An Extension on "Statistical Comparisons of Classifiers over Multiple Data Sets" for all Pairwise Comparisons	2008	Salvador García Francisco Herrera	3
+ PDF Chat	Improving the performance of fuzzy rule-based classification systems with interval-valued fuzzy sets and genetic amplitude tuning	2010	José Sanz Alberto Fernández Humberto Bustince Francisco Herrera	3
+	Statistical Comparisons of Classifiers over Multiple Data Sets	2006	Janez Demšar	3
+	Handbook of Parametric and Nonparametric Statistical Procedures	2004	David J. Sheskin	3
+	Predicting noise filtering efficacy with data complexity measures for nearest neighbor classification	2012	José A. Sáez Julián Luengo Francisco Herrera	2
+	A hybrid fuzzy adaptive sampling – Run rules for Shewhart control charts	2007	Mohammad Mehdi Fazel Zarandi Adel Alaeddini İ.B. Türkşen	2
+	Advances in Type-2 Fuzzy Sets and Systems	2013	Alireza Sadeghian Jerry M. Mendel Hooman Tahayori	2
+ PDF Chat	A snapshot on nonstandard supervised learning problems: taxonomy, relationships, problem transformations and algorithm adaptations	2018	David Charte Francisco Charte Salvador García Francisco Herrera	2
+ PDF Chat	Multiple instance learning: A survey of problem characteristics and applications	2017	Marc‐André Carbonneau Veronika Cheplygina Éric Granger Ghyslain Gagnon	2
+ PDF Chat	Type-2 fuzzy sets made simple	2002	Jerry M. Mendel Robert John	2
+	Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power	2009	Salvador García Alberto Fernández Julián Luengo Francisco Herrera	2
+	Effect of label noise in the complexity of classification problems	2015	Luís P. F. Garcia André C. P. L. F. de Carvalho Ana Carolina Lorena	2
+	A genetic tuning to improve the performance of Fuzzy Rule-Based Classification Systems with Interval-Valued Fuzzy Sets: Degree of ignorance and lateral position	2011	José Sanz Alberto Fernández Humberto Bustince Francisco Herrera	2
+	Interval type-2 fuzzy logic systems: theory and design	2000	Qilian Liang Jerry M. Mendel	2
+ PDF Chat	Label Distribution Learning	2016	Xin Geng	2
+	Multiresolution estimates of classification complexity	2003	Sameer Singh	2
+	A necessary and sufficient condition for the existence of Orlovsky's choice set	1988	Francisco Montero Juan Tejada	1
+	On a Monotonicity Problem in Step-Down Multiple Test Procedures	1993	Helmut Finner	1
+	Rank Methods for Combination of Independent Experiments in Analysis of Variance	2011	J. L. Hodges E. L. Lehmann	1
+ PDF Chat	cocor: A Comprehensive Solution for the Statistical Comparison of Correlations	2015	Birk Diedenhofen Jochen Musch	1
+	The Handbook of Parametric and Nonparametric Statistical Procedures	2003	Freda Kemp	1
+	A two-step rejection procedure for testing multiple hypotheses	2007	Jianjun Li	1
+ PDF Chat	Interval-valued preference structures	1998	Taner Bi̇lgi̇ç	1
+	A stagewise rejective multiple test procedure based on a modified Bonferroni test	1988	Gerhard Hommel	1
+	A Review of the Application of Multiobjective Evolutionary Fuzzy Systems: Current Status and Further Directions	2012	Michela Fazzolari Rafael Alcalá Yusuke Nojima Hisao Ishibuchi Francisco Herrera	1
+ PDF Chat	Third-Order Differential Subordination and Superordination Results for Meromorphically Multivalent Functions Associated with the Liu-Srivastava Operator	2014	Huo Tang H. M. Srivastava Shu-Hai Li Lina Ma	1
+	Use of Ranks in One-Criterion Variance Analysis	1952	William Kruskal W. Allen Wallis	1
+	A sequentially rejective test procedure based on a modified Bonferroni inequality	1990	Dror Rom	1
+	Large-scale machine learning based on functional networks for biomedical big data with high performance computing platforms	2015	Emad Elsebakhi Frank Lee Eric R. Schendel Anwar Haque Nagarajan Kathireason Tushar Pathare Najeeb Syed Rashid Al‐Ali	1
+ PDF Chat	A Survey of Interval‐Valued Fuzzy Sets	2008	Humberto Bustince Javier Montero Miguel Pagola Edurne Barrenechea Daniel Gómez	1
+ PDF Chat	Classification by pairwise coupling	1998	Trevor Hastie Robert Tibshirani	1
+	The use of fuzzy outranking relations in preference modelling	1992	Patrice Perny Bernard Roy	1
+	The Use of Ranks to Avoid the Assumption of Normality Implicit in the Analysis of Variance	1937	Milton Friedman	1
+ PDF Chat	An Improved Sequentially Rejective Bonferroni Test Procedure	1987	Burt Holland Margaret D. Copenhaver	1
+	None	2008	Humberto Bustince Edurne Barrenechea Miguel Pagola	1
+ PDF Chat	Fuzzy set theory	2010	H.‐J. Zimmermann	1
+	Integrating three representation models in fuzzy multipurpose decision making based on fuzzy preference relations	1998	Francisco Chiclana Francisco Herrera Enrique Herrera–Viedma	1
+	The foundations of cost-sensitive learning	2001	Charles Elkan	1
+	Fuzzy logic control with genetic membership function parameters optimization for the output regulation of a servomechanism with nonlinear backlash	2009	Nohé R. Cázarez-Castro Luis T. Aguilar Oscar Castillo	1
+	Optimization of type-2 fuzzy systems based on bio-inspired methods: A concise review	2012	Oscar Castillo Patricia Melín	1
+	Efficient triangular type-2 fuzzy logic systems	2009	Janusz T. Starczewski	1
+	Designing of classifiers based on immune principles and fuzzy rules	2007	Lei Zhang Renhou Li	1
+	Tables for a Treatments Versus Control Multiple Comparisons Sign Test	1965	Alfred L. Rhyne R. G. D. Steel	1
+	Optimization of interval type-2 fuzzy logic controllers using evolutionary algorithms	2010	Oscar Castillo Patricia Melín Arnulfo Alanís Oscar Montiel Roberto Sepúlveda	1
+	Sets with type-2 operations	2008	Carol L. Walker Elbert A. Walker	1
+	Type-2 fuzzy logic systems	1999	N.N. Karnik Jerry M. Mendel Qilian Liang	1
+	A method based on distance measure for interval-valued intuitionistic fuzzy group decision making	2009	Zeshui Xu	1
+ PDF Chat	Multiple Comparisons among Means	1961	Olive Jean Dunn	1