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1

COVNET: a cooperative coevolutionary model for evolving artificial neural networks

Garcia-Pedrajas, N., Hervas-Martinez, C., Munoz-Perez, J.

Journal:

IEEE Transactions on Neural Networks

Year:

2003

Language:

english

File:

PDF, 784 KB

english, 2003

2

An empirical study of binary classifier fusion methods for multiclass classification

Nicolás García-Pedrajas, Domingo Ortiz-Boyer

Journal:

Information Fusion

Year:

2011

Language:

english

File:

PDF, 512 KB

english, 2011

3

Scaling up data mining algorithms: review and taxonomy

Nicolás García-Pedrajas, Aida de Haro-García

Journal:

Progress in Artificial Intelligence

Year:

2012

Language:

english

File:

PDF, 473 KB

english, 2012

4

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6096 || Decision Trees in Stock Market Analysis: Construction and Validation

García-Pedrajas, Nicolás, Herrera, Francisco, Fyfe, Colin, Benítez, José Manuel, Ali, Moonis

Year:

2010

Language:

english

File:

PDF, 254 KB

english, 2010

5

[Advances in Applied Microbiology] Volume 56 || Kernel Knowledge: Smut of Corn

García-Pedrajas, María D.

Year:

2004

Language:

english

File:

PDF, 501 KB

english, 2004

6

Estudio descriptivo longitudinal y de concordancia diagnóstica entre Atención Primaria y Psicología del Programa de Soporte a Atención Primaria. Abstract

Garcia-Pedrajas, Cristina, Marsó Bayona, Espe, Pérez Ibáñez, Olga, Ochoa Guerre, Susana, Ventura Fornas, Cristina

Journal:

Anales de Psicología

Year:

2017

File:

PDF, 527 KB

2017

7

Democratic instance selection: A linear complexity instance selection algorithm based on classifier ensemble concepts

César García-Osorio, Aida de Haro-García, Nicolás García-Pedrajas

Journal:

Artificial Intelligence

Year:

2010

Language:

english

File:

PDF, 2.12 MB

english, 2010

8

A cooperative coevolutionary algorithm for instance selection for instance-based learning

Nicolás García-Pedrajas, Juan Antonio Romero del Castillo, Domingo Ortiz-Boyer

Journal:

Machine Learning

Year:

2010

Language:

english

File:

PDF, 1.08 MB

english, 2010

9

Random feature weights for decision tree ensemble construction

Jesús Maudes, Juan J. Rodríguez, César García-Osorio, Nicolás García-Pedrajas

Journal:

Information Fusion

Year:

2012

Language:

english

File:

PDF, 1.23 MB

english, 2012

10

Constructing Ensembles of Classifiers by Means of Weighted Instance Selection

Garcia-Pedrajas, N.

Journal:

IEEE Transactions on Neural Networks

Year:

2009

Language:

english

File:

PDF, 1.31 MB

english, 2009

11

Microbiology

Ariel Blocker, Mark S Peppler, Philippe Normand, Sylvain Brisse, Eric D Spitzer, Kenneth L Rosenthal, David Sibley, Bernard Labedan, Patrick Forterre, Eric D Brown, Scott Gold, Mariola Garcia-Pedrajas

Journal:

Current Opinion in Microbiology

Year:

2002

Language:

english

File:

PDF, 106 KB

english, 2002

12

Hybridization of evolutionary algorithms and local search by means of a clustering method

Martinez-Estudillo, A.C., Hervas-Martinez, C., Martinez-Estudillo, F.J., Garcia-Pedrajas, N.

Journal:

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

Year:

2006

Language:

english

File:

PDF, 304 KB

english, 2006

13

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6096 || Comparison between Deterministic and Meta-heuristic Methods Applied to Ancillary Services Dispatch

García-Pedrajas, Nicolás, Herrera, Francisco, Fyfe, Colin, Benítez, José Manuel, Ali, Moonis

Year:

2010

Language:

english

File:

PDF, 698 KB

english, 2010

14

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6096 || A Distributed Algorithm for the Multi-Robot Task Allocation Problem

García-Pedrajas, Nicolás, Herrera, Francisco, Fyfe, Colin, Benítez, José Manuel, Ali, Moonis

Year:

2010

Language:

english

File:

PDF, 199 KB

english, 2010

15

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6096 || Face Recognition Using Curvelet Transform

García-Pedrajas, Nicolás, Herrera, Francisco, Fyfe, Colin, Benítez, José Manuel, Ali, Moonis

Year:

2010

Language:

english

File:

PDF, 489 KB

english, 2010

16

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6096 || Supervisory Control and Automatic Failure Detection in Grid-Connected Photovoltaic Systems

García-Pedrajas, Nicolás, Herrera, Francisco, Fyfe, Colin, Benítez, José Manuel, Ali, Moonis

Year:

2010

Language:

english

File:

PDF, 964 KB

english, 2010

17

A tool for teaching LL and LR parsing algorithms

García-Osorio, César, Gómez-Palacios, Carlos, García-Pedrajas, Nicolás

Journal:

ACM SIGCSE Bulletin

Year:

2008

Language:

english

File:

PDF, 96 KB

english, 2008

18

Instance selection based on boosting for instance-based learners

de Haro-García, Aida, Cerruela-García, Gonzalo, García-Pedrajas, Nicolás

Journal:

Pattern Recognition

Year:

2019

Language:

english

File:

PDF, 2.05 MB

english, 2019

19

Floating search methodology for combining classification models for site recognition in DNA sequences

Perez-Rodriguez, Javier, De Haro-Garcia, Aida, Garcia-Pedrajas, Nicolas

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2020

Language:

english

File:

PDF, 543 KB

english, 2020

20

Molecular Mechanisms Controlling the Disease Cycle in the Vascular Pathogen Verticillium dahliae Characterized through Forward Genetics and Transcriptomics

Sarmiento-Villamil, Jorge Luis, GarcÃa-Pedrajas, NicolÃ¡s Emilio, CaÃ±izares, Carmen, Garcia-Pedrajas, MarÃa D.

Journal:

Molecular Plant-Microbe Interactions

Year:

2020

Language:

english

File:

PDF, 5.01 MB

english, 2020

21

An alternative approach for neural network evolution with a genetic algorithm: Crossover by combinatorial optimization

Nicolás García-Pedrajas, Domingo Ortiz-Boyer, César Hervás-Martínez

Journal:

Neural Networks

Year:

2006

Language:

english

File:

PDF, 750 KB

english, 2006

22

Evolutionary product unit based neural networks for regression

Alfonso Martínez-Estudillo, Francisco Martínez-Estudillo, César Hervás-Martínez, Nicolás García-Pedrajas

Journal:

Neural Networks

Year:

2006

Language:

english

File:

PDF, 202 KB

english, 2006

23

Boosting random subspace method

Nicolás García-Pedrajas, Domingo Ortiz-Boyer

Journal:

Neural Networks

Year:

2008

Language:

english

File:

PDF, 1.99 MB

english, 2008

24

Supervised projection approach for boosting classifiers

Nicolás García-Pedrajas

Journal:

Pattern Recognition

Year:

2009

Language:

english

File:

PDF, 823 KB

english, 2009

25

Boosting k-nearest neighbor classifier by means of input space projection

Nicolás García-Pedrajas, Domingo Ortiz-Boyer

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 2.75 MB

english, 2009

26

Constructing ensembles of classifiers using supervised projection methods based on misclassified instances

Nicolás García-Pedrajas, César García-Osorio

Journal:

Expert Systems with Applications

Year:

2011

Language:

english

File:

PDF, 1.29 MB

english, 2011

27

Isolation and characterization from pathogenic fungi of genes encoding ammonium permeases and their roles in dimorphism

David G. Smith, Maria D. Garcia-Pedrajas, Scott E. Gold, Michael H. Perlin

Journal:

Molecular Microbiology

Year:

2003

Language:

english

File:

PDF, 660 KB

english, 2003

28

Robust confidence intervals applied to crossover operator for real-coded genetic algorithms

Domingo Ortiz-Boyer, César Hervás-Martínez, Nicolás García-Pedrajas

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2008

Language:

english

File:

PDF, 685 KB

english, 2008

29

Special issue on the trends in applied intelligence systems

Nicolás García-Pedrajas, Francisco Herrera, Colin Fyfe

Journal:

Applied Intelligence

Year:

2011

Language:

english

File:

PDF, 137 KB

english, 2011

30

A divide-and-conquer recursive approach for scaling up instance selection algorithms

Aida de Haro-García, Nicolás García-Pedrajas

Journal:

Data Mining and Knowledge Discovery

Year:

2009

Language:

english

File:

PDF, 1.22 MB

english, 2009

31

Improving crossover operator for real-coded genetic algorithms using virtual parents

Domingo Ortiz-Boyer, César Hervás-Martínez, Nicolás García-Pedrajas

Journal:

Journal of Heuristics

Year:

2007

Language:

english

File:

PDF, 2.28 MB

english, 2007

32

Construction of classifier ensembles by means of

Nicolás García-Pedrajas, Colin Fyfe

Journal:

Journal of Heuristics

Year:

2008

Language:

english

File:

PDF, 501 KB

english, 2008

33

A cooperative constructive method for neural networks for pattern recognition

Nicolás García-Pedrajas, Domingo Ortiz-Boyer

Journal:

Pattern Recognition

Year:

2007

Language:

english

File:

PDF, 482 KB

english, 2007

34

Fungal dimorphism regulated gene expression in Ustilago maydis: I. Filament up-regulated genes

DAVID L. ANDREWS, MARÍA D. GARCÍA-PEDRAJAS, SCOTT E. GOLD

Journal:

Molecular Plant Pathology

Year:

2004

Language:

english

File:

PDF, 647 KB

english, 2004

35

Fungal dimorphism regulated gene expression in Ustilago maydis: II. Filament down-regulated genes

MARÍA D. GARCÍA-PEDRAJAS, SCOTT E. GOLD

Journal:

Molecular Plant Pathology

Year:

2004

Language:

english

File:

PDF, 217 KB

english, 2004

36

Dimorphism in fungal plant pathogens

Marina Nadal, María D. García-Pedrajas, Scott E. Gold

Journal:

FEMS Microbiology Letters

Year:

2008

Language:

english

File:

PDF, 195 KB

english, 2008

37

A Simple PCR-based Method for the Detection of the Chickpea-wilt Pathogen Fusarium oxysporum f.sp. ciceris in Artificial and Natural Soils

M.D. García-Pedrajas, B.W. Bainbridge, J.B. Heale, E. Pérez-Artés, R.M. Jiménez-Díaz

Journal:

European Journal of Plant Pathology

Year:

1999

Language:

english

File:

PDF, 82 KB

english, 1999

38

Differentiation of Cotton-defoliating and Nondefoliating Pathotypes of Verticillium dahliae by RAPD and Specific PCR Analyses

Encarnación Pérez-Artés, María D. García-Pedrajas, José Bejarano-Alcázar, Rafael M. Jiménez-Díaz

Journal:

European Journal of Plant Pathology

Year:

2000

Language:

english

File:

PDF, 84 KB

english, 2000

39

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6097 || Rotation Forest on Microarray Domain: PCA versus ICA

García-Pedrajas, Nicolás, Herrera, Francisco, Fyfe, Colin, Benítez, José Manuel, Ali, Moonis

Year:

2010

Language:

english

File:

PDF, 174 KB

english, 2010

40

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6097 || Teaching Assignment Problem Solver

García-Pedrajas, Nicolás, Herrera, Francisco, Fyfe, Colin, Benítez, José Manuel, Ali, Moonis

Year:

2010

Language:

english

File:

PDF, 322 KB

english, 2010

41

Evolutionary computation for training set selection

Nicolás García-Pedrajas

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2011

Language:

english

File:

PDF, 275 KB

english, 2011

42

Large scale instance selection by means of federal instance selection

Aida de Haro-García, Nicolás García-Pedrajas, Juan Antonio Romero del Castillo

Journal:

Data & Knowledge Engineering

Year:

2012

Language:

english

File:

PDF, 2.19 MB

english, 2012

43

Supervised subspace projections for constructing ensembles of classifiers

Nicolás García-Pedrajas, Jesús Maudes-Raedo, César García-Osorio, Juan J. Rodríguez-Díez

Journal:

Information Sciences

Year:

2012

Language:

english

File:

PDF, 1.17 MB

english, 2012

44

Class imbalance methods for translation initiation site recognition in DNA sequences

Nicolás García-Pedrajas, Javier Pérez-Rodríguez, María García-Pedrajas, Domingo Ortiz-Boyer, Colin Fyfe

Journal:

Knowledge-Based Systems

Year:

2012

Language:

english

File:

PDF, 1.23 MB

english, 2012

45

Special issue on “New Trends in Data Mining” NTDM

J.M. Benítez, Nicolás García-Pedrajas, Francisco Herrera

Journal:

Knowledge-Based Systems

Year:

2012

Language:

english

File:

PDF, 122 KB

english, 2012

46

Isolation of UmRrm75, a gene involved in dimorphism and virulence of Ustilago maydis

Margarita Rodríguez-Kessler, Lourdes Baeza-Montañez, María D. García-Pedrajas, Alejandro Tapia-Moreno, Scott Gold, Juan F. Jiménez-Bremont, José Ruiz-Herrera

Journal:

Microbiological Research

Year:

2012

Language:

english

File:

PDF, 2.08 MB

english, 2012

47

Immune network based ensembles

Nicolás García-Pedrajas, Colin Fyfe

Journal:

Year:

2007

Language:

english

File:

PDF, 360 KB

english, 2007

48

Sending mixed signals: Redundancy vs. uniqueness of signaling components in the plant pathogen, Ustilago maydis

María D. García-Pedrajas, Marina Nadal, Michael Bölker, Scott E. Gold, Michael H. Perlin

Journal:

Fungal Genetics and Biology

Year:

2008

Language:

english

File:

PDF, 306 KB

english, 2008

49

DelsGate, a robust and rapid gene deletion construction method

María D. García-Pedrajas, Marina Nadal, Laura B. Kapa, Michael H. Perlin, David L. Andrews, Scott E. Gold

Journal:

Fungal Genetics and Biology

Year:

2008

Language:

english

File:

PDF, 536 KB

english, 2008

50

One Step Construction of Agrobacterium-Recombination-ready-plasmids (OSCAR), an efficient and robust tool for ATMT based gene deletion construction in fungi

Zahi Paz, María D. García-Pedrajas, David L. Andrews, Steven J. Klosterman, Lourdes Baeza-Montañez, Scott E. Gold

Journal:

Fungal Genetics and Biology

Year:

2011

Language:

english

File:

PDF, 602 KB

english, 2011

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