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1

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

Joaquín Derrac, Salvador García, Daniel Molina, Francisco Herrera

Journal:

Swarm and Evolutionary Computation

Year:

2011

Language:

english

File:

PDF, 438 KB

english, 2011

2

Inducing semantic relations from conceptual spaces: A data-driven approach to plausible reasoning

Derrac, Joaquín, Schockaert, Steven

Journal:

Artificial Intelligence

Year:

2015

Language:

english

File:

PDF, 773 KB

english, 2015

3

IFS-CoCo: Instance and feature selection based on cooperative coevolution with nearest neighbor rule

Joaquín Derrac, Salvador García, Francisco Herrera

Journal:

Pattern Recognition

Year:

2010

Language:

english

File:

PDF, 635 KB

english, 2010

4

Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study

Garcia, S., Derrac, J., Cano, J.R., Herrera, F.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2012

Language:

english

File:

PDF, 4.62 MB

english, 2012

5

Analyzing convergence performance of evolutionary algorithms: A statistical approach

Derrac, Joaquín, García, Salvador, Hui, Sheldon, Suganthan, Ponnuthurai Nagaratnam, Herrera, Francisco

Journal:

Information Sciences

Year:

2014

Language:

english

File:

PDF, 626 KB

english, 2014

6

A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models

Galar, Mikel, Derrac, Joaquín, Peralta, Daniel, Triguero, Isaac, Paternain, Daniel, Lopez-Molina, Carlos, García, Salvador, Benítez, José M., Pagola, Miguel, Barrenechea, Edurne, Bustince, Humberto, H

Journal:

Knowledge-Based Systems

Year:

2015

Language:

english

File:

PDF, 3.92 MB

english, 2015

7

Evolutionary fuzzy k-nearest neighbors algorithm using interval-valued fuzzy sets

J. Derrac, F. Chiclana, S. García, F. Herrera

Year:

2016

Language:

english

File:

PDF, 456 KB

english, 2016

8

A Survey on Evolutionary Instance Selection and Generation

Derrac, Joaquín, García, Salvador, Herrera, Francisco

Journal:

International Journal of Applied Metaheuristic Computing

Year:

2010

Language:

english

File:

PDF, 2.17 MB

english, 2010

9

Stratified prototype selection based on a steady-state memetic algorithm: a study of scalability

Joaquín Derrac, Salvador García, Francisco Herrera

Journal:

Memetic Computing

Year:

2010

Language:

english

File:

PDF, 583 KB

english, 2010

10

Evolutionary selection of hyperrectangles in nested generalized exemplar learning

Salvador García, Joaquín Derrac, Julián Luengo, Cristóbal J. Carmona, Francisco Herrera

Journal:

Applied Soft Computing

Year:

2011

Language:

english

File:

PDF, 2.07 MB

english, 2011

11

A Taxonomy and Experimental Study on Prototype Generation for Nearest Neighbor Classification

Triguero, I., Derrac, J., Garcia, S., Herrera, F.

Journal:

IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)

Year:

2012

Language:

english

File:

PDF, 1.22 MB

english, 2012

12

Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection

Joaquín Derrac, Chris Cornelis, Salvador García, Francisco Herrera

Journal:

Information Sciences

Year:

2012

Language:

english

File:

PDF, 531 KB

english, 2012

13

Evolutionary-based selection of generalized instances for imbalanced classification

Salvador Garcı´a, Joaquı´n Derrac, Isaac Triguero, Cristóbal J. Carmona, Francisco Herrera

Journal:

Knowledge-Based Systems

Year:

2012

Language:

english

File:

PDF, 523 KB

english, 2012

14

On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection

Derrac, J., Verbiest, N., García, S., Cornelis, C., Herrera, F.

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2013

Language:

english

File:

PDF, 790 KB

english, 2013

15

Integrating Instance Selection, Instance Weighting, and Feature Weighting for Nearest Neighbor Classifiers by Coevolutionary Algorithms

Derrac, J., Triguero, I., Garcia, S., Herrera, F.

Journal:

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

Year:

2012

Language:

english

File:

PDF, 685 KB

english, 2012

16

Fuzzy nearest neighbor algorithms: Taxonomy, experimental analysis and prospects

Derrac, Joaquín, García, Salvador, Herrera, Francisco

Journal:

Information Sciences

Year:

2014

Language:

english

File:

PDF, 1.47 MB

english, 2014

17

Media Watch

Derrac, Joaquín, García, Salvador, Herrera, Francisco

Journal:

Physiotherapy (Elsevier Science)

Year:

1988

Language:

english

File:

PDF, 552 KB

english, 1988

18

Integrating a differential evolution feature weighting scheme into prototype generation

Triguero, Isaac, Derrac, Joaquín, García, Salvador, Herrera, Francisco

Journal:

Year:

2012

Language:

english

File:

PDF, 804 KB

english, 2012

19

On the statistical analysis of the parameters’ trend in a machine learning algorithm

García, Salvador, Derrac, Joaquín, Ramírez-Gallego, Sergio, Herrera, Francisco

Journal:

Progress in Artificial Intelligence

Year:

2014

Language:

english

File:

PDF, 121 KB

english, 2014

20

Statistical computation of feature weighting schemes through data estimation for nearest neighbor classifiers

Sáez, José A., Derrac, Joaquín, Luengo, Julián, Herrera, Francisco

Journal:

Pattern Recognition

Year:

2014

Language:

english

File:

PDF, 384 KB

english, 2014

21

[IEEE 2011 Third World Congress on Nature and Biologically Inspired Computing (NaBIC) - Salamanca, Spain (2011.10.19-2011.10.21)] 2011 Third World Congress on Nature and Biologically Inspired Computing - A study of the scaling up capabilities of stratified prototype generation

Triguero, I., Derrac, J., Herrera, F., Garcia, S.

Year:

2011

Language:

english

File:

PDF, 197 KB

english, 2011

22

[IEEE 2011 7th International Conference on Next Generation Web Services Practices (NWeSP) - Salamanca, Spain (2011.10.19-2011.10.21)] 2011 7th International Conference on Next Generation Web Services Practices - Using KEEL software as a educational tool: A case of study teaching data mining

Derrac, J., Luengo, J., Alcala-Fdez, J., Fernandez, A., Garcia, S.

Year:

2011

Language:

english

File:

PDF, 428 KB

english, 2011

23

[IEEE 2009 Ninth International Conference on Intelligent Systems Design and Applications - Pisa, Italy (2009.11.30-2009.12.2)] 2009 Ninth International Conference on Intelligent Systems Design and Applications - A First Approach to Nearest Hyperrectangle Selection by Evolutionary Algorithms

García, Salvador, Derrac, Joaquín, Luengo, Julián, Herrera, Francisco

Year:

2009

Language:

english

File:

PDF, 211 KB

english, 2009

24

[IEEE 2013 IEEE Symposium on Differential Evolution (SDE) - Singapore, Singapore (2013.04.16-2013.04.19)] 2013 IEEE Symposium on Differential Evolution (SDE) - Statistical analysis of convergence performance throughout the evolutionary search: A case study with SaDE-MMTS and Sa-EPSDE-MMTS

Derrac, Joaquin, Garcia, Salvador, Hui, Sheldon, Herrera, Francisco, Suganthan, Ponnuthurai N.

Year:

2013

Language:

english

File:

PDF, 139 KB

english, 2013

25

A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal

Galar, Mikel, Derrac, Joaquín, Peralta, Daniel, Triguero, Isaac, Paternain, Daniel, Lopez-Molina, Carlos, García, Salvador, Benítez, José M., Pagola, Miguel, Barrenechea, Edurne, Bustince, Humberto, H

Journal:

Knowledge-Based Systems

Year:

2015

Language:

english

File:

PDF, 912 KB

english, 2015

26

Evolutionary Wrapper Approaches for Training Set Selection as Preprocessing Mechanism for Support Vector Machines: Experimental Evaluation and Support Vector Analysis

Verbiest, Nele, Derrac, Joaquín, Cornelis, Chris, García, Salvador, Herrera, Francisco

Journal:

Applied Soft Computing

Year:

2015

Language:

english

File:

PDF, 1.50 MB

english, 2015

27

IL-6 Trans-Signaling Links Inflammation with Angiogenesis in the Peritoneal Membrane

Catar, R., Witowski, J., Zhu, N., Lu cht, C., Derrac Soria, A., Uceda Fernandez, J., Chen, L., Jones, S. A., Fielding, C. A., Rudolf, A., Topley, N., Dragun, D., Jo rres, A.

Journal:

Journal of the American Society of Nephrology

Year:

2016

Language:

english

File:

PDF, 1.39 MB

english, 2016

28

Hypofractionated Versus Conventionally Fractioned Breast Radiotherapy: Economic Consequences.

Jorda, E., Ciafre, A., Derrac, V., Moral, L., Torices, J., Dualde Beltran, D., Ferrer Albiach, E.

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2019

Language:

english

File:

PDF, 244 KB

english, 2019

29

Impaired ILâ27 Mediated Control of CD4+ T Cell Function Impacts on Ectopic Lymphoid Structure Formation in Patients with SjÃ¶gren's Syndrome

Lucchesi, Davide, Coleby, Rachel, Pontarini, Elena, Prediletto, Edoardo, Rivellese, Felice, Hill, David G., Derrac Soria, Alicia, Jones, Simon A., Humphreys, Ian R., Sutcliffe, Nurhan, Tappuni, Anwar

Journal:

Arthritis & Rheumatology

Year:

2020

File:

PDF, 14.40 MB

2020

30

O31âIL-27 regulates the magnitude of ectopic germinal centres in experimental sialadenitis but fails to modulate IL-17 and IFNg production in CD4 T cells from patients with SjÃ¶gren's syndrome

Lucchesi, Davide, Coleby, Rachel, Pontarini, Elena, Prediletto, Edoardo, Rivellese, Felice, Hill, David, Soria, Alicia Derrac, Jones, Simon, Humphreys, Ian, Sutcliffe, Nurhan, Tappuni, Anwar, Pitzalis

Journal:

Year:

2020

File:

PDF, 75 KB

2020

31

[BMJ Publishing Group Ltd and European League Against Rheumatism Annual European Congress of Rheumatology, EULAR 2019, Madrid, 12â15 June 2019 - ()] Oral Presentations - OP0276âDENDRITIC CELL-DERIVED IL-27 REGULATES THE MAGNITUDE OF INDUCIBLE ECTOPIC GERMINAL CENTRES BUT FAILS TO DOWNMODULATE IL-17 PRODUCTION IN CD4 T CELLS FROM PATIENTS WITH SJÃGRENâS SYNDROME

Lucchesi, Davide, Coleby, Rachel, Pontarini, Elena, Prediletto, Edoardo, Hill, David, Soria, Alicia Derrac, Rivellese, Felice, Pitzalis, Costantino, Jones, Simon, Jones, Gareth, Bombardieri, Michele

Year:

2019

File:

PDF, 58 KB

2019