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Juan J. Rodríguez (ORCID:0000-0002-3291-2739)
Juan J. Rodríguez (ORCID:0000-0002-3291-2739)
Andere namenJuan José Rodríguez-Diez
Catedrático (Full Professor), Universidad de Burgos (RoR:049da5t36)
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Titel
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Jaar
Rotation forest: A new classifier ensemble method
JJ Rodriguez, LI Kuncheva, CJ Alonso
Pattern Analysis and Machine Intelligence, IEEE Transactions on 28 (10 …, 2006
23222006
Random subspace ensembles for fMRI classification
LI Kuncheva, JJ Rodríguez, CO Plumpton, DEJ Linden, SJ Johnston
IEEE transactions on medical imaging 29 (2), 531-542, 2010
2772010
A weighted voting framework for classifiers ensembles
LI Kuncheva, JJ Rodríguez
Knowledge and Information Systems 38 (2), 259-275, 2014
2752014
An experimental study on rotation forest ensembles
LI Kuncheva, JJ Rodríguez
International Workshop on Multiple Classifier Systems, 459-468, 2007
2472007
Random balance: ensembles of variable priors classifiers for imbalanced data
JF Díez-Pastor, JJ Rodríguez, C García-Osorio, LI Kuncheva
Knowledge-Based Systems 85, 96-111, 2015
2382015
Classifier ensembles with a random linear oracle
LI Kuncheva, JJ Rodriguez
IEEE Transactions on Knowledge and Data Engineering 19 (4), 500-508, 2007
1992007
Diversity techniques improve the performance of the best imbalance learning ensembles
JF Díez-Pastor, JJ Rodríguez, CI García-Osorio, LI Kuncheva
Information Sciences 325, 98-117, 2015
1862015
Support vector machines of interval-based features for time series classification
JJ Rodríguez, CJ Alonso, JA Maestro
Knowledge-Based Systems 18 (4-5), 171-178, 2005
1312005
Interval and dynamic time warping-based decision trees
JJ Rodríguez, CJ Alonso
Proceedings of the 2004 ACM symposium on Applied computing, 548-552, 2004
1192004
Classifier ensembles for fMRI data analysis: an experiment
LI Kuncheva, JJ Rodríguez
Magnetic resonance imaging 28 (4), 583-593, 2010
1092010
Instance selection of linear complexity for big data
Á Arnaiz-González, JF Díez-Pastor, JJ Rodríguez, C García-Osorio
Knowledge-Based Systems 107, 83-95, 2016
892016
Boosting recombined weak classifiers
JJ Rodríguez, J Maudes
Pattern Recognition Letters 29 (8), 1049-1059, 2008
782008
Boosting interval based literals
JJ Rodríguez, CJ Alonso, H Boström
Intelligent Data Analysis 5 (3), 245-262, 2001
782001
Random feature weights for decision tree ensemble construction
J Maudes, JJ Rodríguez, C García-Osorio, N García-Pedrajas
Information Fusion 13 (1), 20-30, 2012
772012
Early fault classification in dynamic systems using case-based reasoning
A Bregón, M Simón, J Rodríguez, C Alonso, B Pulido, I Moro
Current Topics in Artificial Intelligence, 211-220, 2006
502006
On feature selection protocols for very low-sample-size data
LI Kuncheva, JJ Rodríguez
Pattern Recognition 81, 660-673, 2018
492018
Monitoring of Student Learning in Learning Management Systems: An Application of Educational Data Mining Techniques
MC Sáiz-Manzanares, JJ Rodríguez-Díez, JF Díez-Pastor, ...
Applied Sciences 11 (6), 2677, 2021
472021
Learning first order logic time series classifiers: Rules and boosting
JJ Rodríguez, CJ Alonso, H Boström
European Conference on Principles of Data Mining and Knowledge Discovery …, 2000
462000
Supervised subspace projections for constructing ensembles of classifiers
N García-Pedrajas, J Maudes-Raedo, C García-Osorio, ...
Information Sciences 193, 1-21, 2012
422012
Boosting interval-based literals: Variable length and early classification
JJ Rodríguez, CJ Alonso
Data Mining in Time Series Databases, 2004
42*2004
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Artikelen 1–20