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1

Observation of Metacognitive Skills in Natural Environments: A Longitudinal Study With Mixed Methods

Sáiz Manzanares, María Consuelo, Queiruga Dios, Miguel Ángel, García-Osorio, César Ignacio, Montero García, Eduardo, Rodríguez-Medina, Jairo

Journal:

Frontiers in Psychology

Year:

2019

Language:

english

File:

PDF, 3.76 MB

english, 2019

2

Random Balance: Ensembles of variable priors classifiers for imbalanced data

Díez-Pastor, José F., Rodríguez, Juan J., García-Osorio, César, Kuncheva, Ludmila I.

Journal:

Knowledge-Based Systems

Year:

2015

Language:

english

File:

PDF, 1.98 MB

english, 2015

3

Fusion of instance selection methods in regression tasks

Arnaiz-González, Álvar, Blachnik, Marcin, Kordos, Mirosław, García-Osorio, César

Journal:

Information Fusion

Year:

2016

Language:

english

File:

PDF, 1.00 MB

english, 2016

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

Avoiding neural network fine tuning by using ensemble learning: application to ball-end milling operations

Andres Bustillo, José-Francisco Díez-Pastor, Guillem Quintana, César García-Osorio

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2011

Language:

english

File:

PDF, 399 KB

english, 2011

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

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

8

Forests of nested dichotomies

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

Journal:

Pattern Recognition Letters

Year:

2010

Language:

english

File:

PDF, 746 KB

english, 2010

9

[Lecture Notes in Computer Science] Intelligent Data Engineering and Automated Learning – IDEAL 2010 Volume 6283 || On the Power of Topological Kernel in Microarray-Based Detection of Cancer

Fyfe, Colin, Tino, Peter, Charles, Darryl, Garcia-Osorio, Cesar, Yin, Hujun

Year:

2010

Language:

english

File:

PDF, 148 KB

english, 2010

10

Study of data transformation techniques for adapting single-label prototype selection algorithms to multi-label learning

Arnaiz-González, Álvar, Díez-Pastor, José-Francisco, Rodríguez, Juan J., García-Osorio, César

Journal:

Expert Systems with Applications

Year:

2018

Language:

english

File:

PDF, 2.28 MB

english, 2018

11

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

12

[Lecture Notes in Computer Science] Intelligent Data Engineering and Automated Learning – IDEAL 2010 Volume 6283 || Simplified Self-Adapting Skip Lists

Fyfe, Colin, Tino, Peter, Charles, Darryl, Garcia-Osorio, Cesar, Yin, Hujun

Year:

2010

Language:

english

File:

PDF, 220 KB

english, 2010

13

Local sets for multi-label instance selection

Arnaiz-González, Álvar, Díez-Pastor, José-Francisco, Rodríguez, Juan J, García-Osorio, César

Journal:

Applied Soft Computing

Year:

2018

Language:

english

File:

PDF, 472 KB

english, 2018

14

[Lecture Notes in Computer Science] Intelligent Data Engineering and Automated Learning – IDEAL 2010 Volume 6283 || Non-negative Matrix Factorization Implementation Using Graphic Processing Units

Fyfe, Colin, Tino, Peter, Charles, Darryl, Garcia-Osorio, Cesar, Yin, Hujun

Year:

2010

Language:

english

File:

PDF, 446 KB

english, 2010

15

Diversity techniques improve the performance of the best imbalance learning ensembles

Díez-Pastor, José F., Rodríguez, Juan J., García-Osorio, César I., Kuncheva, Ludmila I.

Journal:

Information Sciences

Year:

2015

Language:

english

File:

PDF, 2.37 MB

english, 2015

16

[ACM Press the 13th annual conference - Madrid, Spain (2008.06.30-2008.07.02)] Proceedings of the 13th annual conference on Innovation and technology in computer science education - ITiCSE '08 - Teaching push-down automata and turing machines

García-Osorio, César, Mediavilla-Sáiz, Iñigo, Jimeno-Visitación, Javier, García-Pedrajas, Nicolás

Year:

2008

Language:

english

File:

PDF, 149 KB

english, 2008

17

Instance selection for regression by discretization

Arnaiz-González, Álvar, Díez-Pastor, José F., Rodríguez, Juan J., García-Osorio, César Ignacio

Journal:

Expert Systems with Applications

Year:

2016

Language:

english

File:

PDF, 832 KB

english, 2016

18

[Lecture Notes in Computer Science] Intelligent Data Engineering and Automated Learning – IDEAL 2010 Volume 6283 || Gallbladder Boundary Segmentation from Ultrasound Images Using Active Contour Model

Fyfe, Colin, Tino, Peter, Charles, Darryl, Garcia-Osorio, Cesar, Yin, Hujun

Year:

2010

Language:

english

File:

PDF, 606 KB

english, 2010

19

Random projections for linear SVM ensembles

Jesús Maudes, Juan J. Rodríguez, César García-Osorio, Carlos Pardo

Journal:

Applied Intelligence

Year:

2011

Language:

english

File:

PDF, 744 KB

english, 2011

20

Instance selection for regression: Adapting DROP

Arnaiz-González, Álvar, Díez-Pastor, José F., Rodríguez, Juan J., García-Osorio, César

Journal:

Year:

2016

Language:

english

File:

PDF, 2.12 MB

english, 2016

21

[Lecture Notes in Computer Science] Intelligent Data Engineering and Automated Learning – IDEAL 2010 Volume 6283 || Cost Optimization of a Localized Irrigation System Using Genetic Algorithms

Fyfe, Colin, Tino, Peter, Charles, Darryl, Garcia-Osorio, Cesar, Yin, Hujun

Year:

2010

Language:

english

File:

PDF, 233 KB

english, 2010

22

Teaching push-down automata and turing machines

García-Osorio, César, Mediavilla-Sáiz, Iñigo, Jimeno-Visitación, Javier, García-Pedrajas, Nicolás

Journal:

ACM SIGCSE Bulletin

Year:

2008

Language:

english

File:

PDF, 149 KB

english, 2008

23

[IEEE 2012 Eleventh International Conference on Machine Learning and Applications (ICMLA) - Boca Raton, FL, USA (2012.12.12-2012.12.15)] 2012 11th International Conference on Machine Learning and Applications - Disturbing Neighbors Ensembles of Trees for Imbalanced Data

Rodriguez, Juan J., Diez-Pastor, Jose F., Maudes, Jesus, Garcia-Osorio, Cesar

Year:

2012

Language:

english

File:

PDF, 315 KB

english, 2012

24

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

25

Machine learning algorithms applied to Raman spectra for the identification of variscite originating from the mining complex of Gavà

Díez-Pastor, José Francisco, Jorge-Villar, Susana Esther, Arnaiz-González, Álvar, García-Osorio, César Ignacio, Díaz-Acha, Yael, Campeny, Marc, Bosch, Josep, Melgarejo, Joan Carles

Journal:

Journal of Raman Spectroscopy

Year:

2018

Language:

english

File:

PDF, 727 KB

english, 2018

26

[Lecture Notes in Computer Science] Intelligent Data Engineering and Automated Learning – IDEAL 2010 Volume 6283 || A Neighborhood-Based Clustering by Means of the Triangle Inequality

Fyfe, Colin, Tino, Peter, Charles, Darryl, Garcia-Osorio, Cesar, Yin, Hujun

Year:

2010

Language:

english

File:

PDF, 210 KB

english, 2010

27

Instance selection of linear complexity for big data

Arnaiz-González, Álvar, Díez-Pastor, José-Francisco, Rodríguez, Juan J., García-Osorio, César

Journal:

Knowledge-Based Systems

Year:

2016

Language:

english

File:

PDF, 1.20 MB

english, 2016

28

Seshat - a web-based educational resource for teaching the most common algorithms of lexical analysis

Arnaiz-González, Álvar, Díez-Pastor, Jose-Francisco, Ramos-Pérez, Ismael, García-Osorio, César

Journal:

Computer Applications in Engineering Education

Year:

2018

Language:

english

File:

PDF, 1.05 MB

english, 2018

29

Rotation Forests for regression

Pardo, Carlos, Diez-Pastor, José F., García-Osorio, César, Rodríguez, Juan J.

Journal:

Applied Mathematics and Computation

Year:

2013

Language:

english

File:

PDF, 814 KB

english, 2013

30

[Lecture Notes in Computer Science] Intelligent Data Engineering and Automated Learning – IDEAL 2010 Volume 6283 || The M-OLAP Cube Selection Problem: A Hyper-polymorphic Algorithm Approach

Fyfe, Colin, Tino, Peter, Charles, Darryl, Garcia-Osorio, Cesar, Yin, Hujun

Year:

2010

Language:

english

File:

PDF, 270 KB

english, 2010

31

[ACM Press the 13th annual conference - Madrid, Spain (2008.06.30-2008.07.02)] Proceedings of the 13th annual conference on Innovation and technology in computer science education - ITiCSE '08 - A tool for teaching LL and LR parsing algorithms

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

Year:

2008

Language:

english

File:

PDF, 96 KB

english, 2008

32

Observation of Metacognitive Skills in Natural Environments: A Longitudinal Study With Mixed Methods

Sáiz Manzanares, María Consuelo, Queiruga Dios, Miguel Ángel, García-Osorio, César Ignacio, Montero García, Eduardo, Rodríguez-Medina, Jairo

Journal:

Frontiers in Psychology

Year:

2019

File:

PDF, 3.76 MB

2019

33

[Lecture Notes in Computer Science] Intelligent Data Engineering and Automated Learning – IDEAL 2010 Volume 6283 || Analysing Satellite Image Time Series by Means of Pattern Mining

Fyfe, Colin, Tino, Peter, Charles, Darryl, Garcia-Osorio, Cesar, Yin, Hujun

Year:

2010

Language:

english

File:

PDF, 398 KB

english, 2010

34

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

35

Tree ensemble construction using a GRASP-based heuristic and annealed randomness

Díez-Pastor, José-Francisco, García-Osorio, César, Rodríguez, Juan J.

Journal:

Information Fusion

Year:

2014

Language:

english

File:

PDF, 1.82 MB

english, 2014

36

Boosting Projections to improve surface roughness prediction in high-torque milling operations

Díez-Pastor, José-Francisco, Bustillo, Andres, Quintana, Guillem, García-Osorio, César

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2012

Language:

english

File:

PDF, 492 KB

english, 2012

37

Random feature weights for regression trees

Arnaiz-González, Álvar, Díez-Pastor, José F., García-Osorio, César, Rodríguez, Juan J.

Journal:

Progress in Artificial Intelligence

Year:

2016

Language:

english

File:

PDF, 1.05 MB

english, 2016

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