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Juan J. Rodríguez (ORCID: 0000-0002-3291-2739)
Juan J. Rodríguez (ORCID: 0000-0002-3291-2739)
Catedrático (Professor), Universidad de Burgos
Verifierad e-postadress på ubu.es - Startsida
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Rotation forest: A new classifier ensemble method
JJ Rodriguez, LI Kuncheva, CJ Alonso
Pattern Analysis and Machine Intelligence, IEEE Transactions on 28 (10 …, 2006
20412006
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
2502010
An experimental study on rotation forest ensembles
LI Kuncheva, JJ Rodríguez
International Workshop on Multiple Classifier Systems, 459-468, 2007
2352007
A weighted voting framework for classifiers ensembles
LI Kuncheva, JJ Rodríguez
Knowledge and Information Systems 38 (2), 259-275, 2014
2162014
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
1912015
Classifier ensembles with a random linear oracle
LI Kuncheva, JJ Rodriguez
IEEE Transactions on Knowledge and Data Engineering 19 (4), 500-508, 2007
1802007
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
1512015
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
1232005
Interval and dynamic time warping-based decision trees
JJ Rodríguez, CJ Alonso
Proceedings of the 2004 ACM symposium on Applied computing, 548-552, 2004
1142004
Classifier ensembles for fMRI data analysis: an experiment
LI Kuncheva, JJ Rodríguez
Magnetic resonance imaging 28 (4), 583-593, 2010
1042010
Boosting recombined weak classifiers
JJ Rodríguez, J Maudes
Pattern Recognition Letters 29 (8), 1049-1059, 2008
722008
Boosting interval based literals
JJ Rodríguez, CJ Alonso, H Boström
Intelligent Data Analysis 5 (3), 245-262, 2001
712001
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
642016
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
642012
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
462006
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
432000
Boosting interval-based literals: Variable length and early classification
JJ Rodríguez, CJ Alonso
Data Mining in Time Series Databases, 2004
39*2004
On feature selection protocols for very low-sample-size data
LI Kuncheva, JJ Rodríguez
Pattern Recognition 81, 660-673, 2018
372018
Applying boosting to similarity literals for time series classification
JJR Diez, CJA González
International Workshop on Multiple Classifier Systems, 210-219, 2000
372000
Stacking for multivariate time series classification
OJ Prieto, CJ Alonso-González, JJ Rodríguez
Pattern Analysis and Applications 18 (2), 297-312, 2015
352015
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Artiklar 1–20