Juan José Rodríguez

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 14

Top Topics

Regression Forests

Ensemble Methods

Feature Selection

Pairwise Constraints

Top Venues

Int. J. Mach. Learn. Cybern.

Expert Syst. Appl.

Knowl. Based Syst.

Publications

Ludmila I. Kuncheva, José Luis Garrido-Labrador, Ismael Ramos-Pérez, Samuel L. Hennessey, Juan José Rodríguez
Semi-supervised classification with pairwise constraints: A case study on animal identification from video. Inf. Fusion 104 (2024)
José Antonio Barbero-Aparicio, Alicia Olivares-Gil, Juan José Rodríguez, César García-Osorio, José-Francisco Díez-Pastor
Addressing data scarcity in protein fitness landscape analysis: A study on semi-supervised and deep transfer learning techniques. Inf. Fusion 102 (2024)
José Luis Garrido-Labrador, Ana Serrano Mamolar, Jesús Manuel Maudes Raedo, Juan José Rodríguez, César García-Osorio
Ensemble methods and semi-supervised learning for information fusion: A review and future research directions. Inf. Fusion 107 (2024)
Juan José Rodríguez, Mario Juez-Gil, Carlos López Nozal, Álvar Arnaiz-González
Rotation Forest for multi-target regression. Int. J. Mach. Learn. Cybern. 13 (2) (2022)
Francis Williams, Ludmila I. Kuncheva, Juan José Rodríguez, Samuel Hennessey
Combination of Object Tracking and Object Detection for Animal Recognition. IPAS (2022)
Ismael Ramos-Pérez, Álvar Arnaiz-González, Juan José Rodríguez, César García-Osorio
When is resampling beneficial for feature selection with imbalanced wide data? Expert Syst. Appl. 188 (2022)
Juan José Rodríguez, Mario Juez-Gil, Carlos López Nozal, Álvar Arnaiz-González
Correction to: Rotation Forest for multi-target regression. Int. J. Mach. Learn. Cybern. 13 (2) (2022)
Mario Juez-Gil, Álvar Arnaiz-González, Juan José Rodríguez, César García-Osorio
Experimental evaluation of ensemble classifiers for imbalance in Big Data. Appl. Soft Comput. 108 (2021)
Mario Juez-Gil, Álvar Arnaiz-González, Juan José Rodríguez, Carlos López Nozal, César García-Osorio
Approx-SMOTE: Fast SMOTE for Big Data on Apache Spark. Neurocomputing 464 (2021)
Juan José Rodríguez, Mario Juez-Gil, Álvar Arnaiz-González, Ludmila I. Kuncheva
An experimental evaluation of mixup regression forests. Expert Syst. Appl. 151 (2020)
Ludmila I. Kuncheva, Clare E. Matthews, Álvar Arnaiz-González, Juan José Rodríguez
Feature Selection from High-Dimensional Data with Very Low Sample Size: A Cautionary Tale. CoRR (2020)
Juan José Rodríguez, José-Francisco Díez-Pastor, Álvar Arnaiz-González, Ludmila I. Kuncheva
Random Balance ensembles for multiclass imbalance learning. Knowl. Based Syst. 193 (2020)
Álvar Arnaiz-González, José-Francisco Díez-Pastor, Juan José Rodríguez, César Ignacio García-Osorio
Instance selection of linear complexity for big data. Knowl. Based Syst. 107 (2016)
José-Francisco Díez-Pastor, Juan José Rodríguez, César Ignacio García-Osorio, Ludmila I. Kuncheva
Diversity techniques improve the performance of the best imbalance learning ensembles. Inf. Sci. 325 (2015)
Pedro Santos, Jesús Maudes, Andrés Bustillo, Juan José Rodríguez
Improvements in Modelling of Complex Manufacturing Processes Using Classification Techniques. IEA/AIE (2013)
Ludmila I. Kuncheva, Juan José Rodríguez, Yasir Iftikhar Syed, Christopher O. Phillips, Keir Edward Lewis
Classifier Ensemble Methods for Diagnosing COPD from Volatile Organic Compounds in Exhaled Air. Int. J. Knowl. Discov. Bioinform. 3 (2) (2012)
Juan José Rodríguez, José-Francisco Díez-Pastor, César Ignacio García-Osorio
Ensembles of Decision Trees for Imbalanced Data. MCS (2011)
Andrés Bustillo, Alberto Villar, Eneko Gorritxategi, Susana Ferreiro, Juan José Rodríguez
Using Ensembles of Regression Trees to Monitor Lubricating Oil Quality. IEA/AIE (1) (2011)
Andrés Bustillo, Eneko Ukar, Juan José Rodríguez, Aitzol Lamikiz
Modelling of process parameters in laser polishing of steel components using ensembles of regression trees. Int. J. Comput. Integr. Manuf. 24 (8) (2011)
José-Francisco Díez-Pastor, César Ignacio García-Osorio, Juan José Rodríguez, Andrés Bustillo
GRASP Forest: A New Ensemble Method for Trees. MCS (2011)
Juan José Rodríguez, César Ignacio García-Osorio, Jesús Maudes
Forests of nested dichotomies. Pattern Recognit. Lett. 31 (2) (2010)
Carlos Pardo, Juan José Rodríguez, César Ignacio García-Osorio, Jesús Maudes
An Empirical Study of Multilayer Perceptron Ensembles for Regression Tasks. IEA/AIE (2) (2010)
Juan José Rodríguez, César Ignacio García-Osorio, Jesús Maudes, José-Francisco Díez-Pastor
An Experimental Study on Ensembles of Functional Trees. MCS (2010)
Carlos J. Alonso-González, Juan José Rodríguez, Oscar J. Prieto, Belarmino Pulido Junquera
Ensemble Methods and Model Based Diagnosis Using Possible Conflicts and System Decomposition. IEA/AIE (2) (2010)
Jesús Maudes, Juan José Rodríguez, César Ignacio García-Osorio, Carlos Pardo
Random Projections for SVM Ensembles. IEA/AIE (2) (2010)
Jesús Maudes, Juan José Rodríguez, César Ignacio García-Osorio
Disturbing Neighbors Ensembles for Linear SVM. MCS (2009)
Juan José Rodríguez, Ludmila I. Kuncheva
Combining Online Classification Approaches for Changing Environments. SSPR/SPR (2008)
Juan José Rodríguez, Jesús Maudes
Boosting recombined weak classifiers. Pattern Recognit. Lett. 29 (8) (2008)
César Ignacio García-Osorio, José-Francisco Díez-Pastor, Juan José Rodríguez, Jesús Maudes
License Plate Number Recognition - New Heuristics and a Comparative Study of Classifiers. ICINCO-RA (1) (2008)
Carlos J. Alonso, Oscar J. Prieto, Juan José Rodríguez, Aníbal Bregón, Belarmino Pulido Junquera
Stacking Dynamic Time Warping for the Diagnosis of Dynamic Systems. CAEPIA (2007)
Ludmila I. Kuncheva, Juan José Rodríguez
An Experimental Study on Rotation Forest Ensembles. MCS (2007)
Ludmila I. Kuncheva, Juan José Rodríguez
Classifier Ensembles with a Random Linear Oracle. IEEE Trans. Knowl. Data Eng. 19 (4) (2007)
Jesús Maudes, Juan José Rodríguez, César Ignacio García-Osorio
Cascading for Nominal Data. MCS (2007)
Juan José Rodríguez, Ludmila I. Kuncheva
Naïve Bayes Ensembles with a Random Oracle. MCS (2007)
Juan José Rodríguez, Jesús Maudes
Ensembles of Grafted Trees. ECAI (2006)
Juan José Rodríguez, Jesús Maudes, Carlos J. Alonso
Rotation-based ensembles of RBF networks. ESANN (2006)
Juan José Rodríguez, Ludmila I. Kuncheva, Carlos J. Alonso
Rotation Forest: A New Classifier Ensemble Method. IEEE Trans. Pattern Anal. Mach. Intell. 28 (10) (2006)
Aníbal Bregón, María Aránzazu Simón Hurtado, Juan José Rodríguez, Carlos J. Alonso, Belarmino Pulido Junquera, Q. Isaac Moro
Early Fault Classification in Dynamic Systems Using Case-Based Reasoning. CAEPIA (2005)
Juan José Rodríguez, Carlos J. Alonso, José A. Maestro
Support vector machines of interval-based features for time series classification. Knowl. Based Syst. 18 (4-5) (2005)
Juan José Rodríguez, Carlos J. Alonso, Oscar J. Prieto
Bias and Variance of Rotation-Based Ensembles. IWANN (2005)
Juan José Rodríguez, Carlos J. Alonso
Support Vector Machines of Interval-based Features for Time Series Classification. SGAI Conf. (2004)
Juan José Rodríguez, Carlos J. Alonso
Clasificación de Series: Máquinas de Vectores Soporte y Literales basados en Intervalos. Inteligencia Artif. 8 (23) (2004)
Juan José Rodríguez, Carlos J. Alonso
Interval and dynamic time warping-based decision trees. SAC (2004)
Juan José Rodríguez, Carlos J. Alonso
Rotation-Based Ensembles. CAEPIA (2003)
Juan José Rodríguez, Vanesa Paniego, Leticia Villar, Carlos J. Alonso
RBF Networks from Boosted Rules. SNPD (2003)
Carlos J. Alonso, Juan José Rodríguez, Belarmino Pulido Junquera
Enhancing Consistency Based Diagnosis with Machine Learning Techniques. CAEPIA (2003)
Alfredo del Río, Juan José Rodríguez, Andrés A. Nogueiras Meléndez
Learning microcontrollers with a CAI oriented multi-micro simulation environment. IEEE Trans. Educ. 44 (2) (2001)
Juan José Rodríguez, Carlos J. Alonso, Henrik Boström
Learning First Order Logic Time Series Classifiers. ILP Work-in-progress reports (2000)
Yania Crespo, Juan José Rodríguez, Francisco José García-Peñalvo, José Manuel Marqués Corral
Obtención Automática de Clases Genéricas a Través de una Operación de Parametrización. JISBD (1999)
Yania Crespo, Juan José Rodríguez, José Manuel Marqués Corral
Obtaining Generic Classes Automatically through a Parameterization Operator: A Focus on Constrained Genericity. TOOLS (31) (1999)