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1

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

2

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

3

[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

4

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

5

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

6

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

7

[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

8

[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

9

[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

10

[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

11

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

12

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

13

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

14

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

15

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

16

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

17

Boosting random subspace method

Nicolás García-Pedrajas, Domingo Ortiz-Boyer

Journal:

Neural Networks

Year:

2008

Language:

english

File:

PDF, 1.99 MB

english, 2008

18

Supervised projection approach for boosting classifiers

Nicolás García-Pedrajas

Journal:

Pattern Recognition

Year:

2009

Language:

english

File:

PDF, 823 KB

english, 2009

19

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

20

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

21

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

22

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

23

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

24

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

25

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

26

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

27

[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

28

[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

29

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

30

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

31

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

32

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

33

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

34

Immune network based ensembles

Nicolás García-Pedrajas, Colin Fyfe

Journal:

Year:

2007

Language:

english

File:

PDF, 360 KB

english, 2007

35

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6096 || Improving Incremental Wrapper-Based Feature Subset Selection by Using Re-ranking

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

Year:

2010

Language:

english

File:

PDF, 200 KB

english, 2010

36

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6097 || Enterprise 2.0 and Semantic Technologies for Open Innovation Support

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

Year:

2010

Language:

english

File:

PDF, 716 KB

english, 2010

37

Multi-selection of instances: A straightforward way to improve evolutionary instance selection

García-Pedrajas, Nicolás, Pérez-Rodríguez, Javier

Journal:

Applied Soft Computing

Year:

2012

Language:

english

File:

PDF, 1.63 MB

english, 2012

38

Evolutionary response surfaces for classification: an interpretable model

Rafael del Castillo-Gomariz, Nicolás García-Pedrajas

Journal:

Applied Intelligence

Year:

2012

Language:

english

File:

PDF, 581 KB

english, 2012

39

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6098 || NFC Solution for the Development of Smart Scenarios Supporting Tourism Applications and Surfing in Urban Environments

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

Year:

2010

Language:

english

File:

PDF, 326 KB

english, 2010

40

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6097 || Swarm Control Designs Applied to a Micro-Electro-Mechanical Gyroscope System (MEMS)

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

Year:

2010

Language:

english

File:

PDF, 317 KB

english, 2010

41

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6098 || A Type-2 Fuzzy Wavelet Neural Network for Time Series Prediction

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

Year:

2010

Language:

english

File:

PDF, 281 KB

english, 2010

42

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6098 ||

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

Year:

2010

Language:

english

File:

PDF, 18.52 MB

english, 2010

43

Boosting for class-imbalanced datasets using genetically evolved supervised non-linear projections

Nicolás García-Pedrajas, César García-Osorio

Journal:

Progress in Artificial Intelligence

Year:

2013

Language:

english

File:

PDF, 1.10 MB

english, 2013

44

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6096 || On the Application of Planning and Scheduling Techniques to E-Learning

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

Year:

2010

Language:

english

File:

PDF, 255 KB

english, 2010

45

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6096 || Processing Common Sense Knowledge to Develop Contextualized Computer Applications

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

Year:

2010

Language:

english

File:

PDF, 201 KB

english, 2010

46

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6096 ||

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

Year:

2010

Language:

english

File:

PDF, 14.93 MB

english, 2010

47

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6098 || Intelligent Processing of K-Nearest Neighbors Queries Using Mobile Data Collectors in a Location Aware 3D Wireless Sensor Network

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

Year:

2010

Language:

english

File:

PDF, 388 KB

english, 2010

48

A scalable approach to simultaneous evolutionary instance and feature selection

García-Pedrajas, Nicolás, de Haro-García, Aida, Pérez-Rodríguez, Javier

Journal:

Information Sciences

Year:

2013

Language:

english

File:

PDF, 1.67 MB

english, 2013

49

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6098 || A-IFSs Entropy Based Image Multi-thresholding

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

Year:

2010

Language:

english

File:

PDF, 305 KB

english, 2010

50

[Lecture Notes in Computer Science] Trends in Applied Intelligent Systems Volume 6098 || Computer Assisted Identification, Segmentation and Quantification of Synapses in the Cerebral Cortex

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

Year:

2010

Language:

english

File:

PDF, 584 KB

english, 2010