List of works - Juan J Rodríguez

A decision-making tool based on decision trees for roughness prediction in face milling

scientific article published on 28 October 2016

A weighted voting framework for classifiers ensembles

article published in 2012

An experimental evaluation of mixup regression forests

Classifier Ensemble Methods for Diagnosing COPD from Volatile Organic Compounds in Exhaled Air

Classifier Ensembles with a Random Linear Oracle

scientific article

Classifier ensembles for fMRI data analysis: an experiment

scientific article

Combining Online Classification Approaches for Changing Environments

scientific article

Combining univariate approaches for ensemble change detection in multivariate data

Diagnosing scrapie in sheep: a classification experiment

scientific article published on 11 January 2007

Diversity techniques improve the performance of the best imbalance learning ensembles

GRASP Forest: A New Ensemble Method for Trees

scientific article published in 2011

Improvements in Modelling of Complex Manufacturing Processes Using Classification Techniques

scientific article published in 2013

Interval feature extraction for classification of event-related potentials (ERP) in EEG data analysis

Modelling of process parameters in laser polishing of steel components using ensembles of regression trees

scientific article published in August 2011

On feature selection protocols for very low-sample-size data

Online breakage detection of multitooth tools using classifier ensembles for imbalanced data

scientific article published on 5 March 2013

Random Balance: Ensembles of variable priors classifiers for imbalanced data

Random subspace ensembles for FMRI classification.

scientific article published in February 2010

Restricted set classification: Who is there?

Rotation forest: A new classifier ensemble method.

scientific article published in October 2006

Rotation of random forests for genomic and proteomic classification problems.

scientific article published in January 2011

Using Ensembles of Regression Trees to Monitor Lubricating Oil Quality

scientific article published in 2011

List of works by Juan J Rodríguez

A decision-making tool based on decision trees for roughness prediction in face milling

A weighted voting framework for classifiers ensembles

An experimental evaluation of mixup regression forests

Classifier Ensemble Methods for Diagnosing COPD from Volatile Organic Compounds in Exhaled Air

Classifier Ensembles with a Random Linear Oracle

Classifier ensembles for fMRI data analysis: an experiment

Combining Online Classification Approaches for Changing Environments

Combining univariate approaches for ensemble change detection in multivariate data

Diagnosing scrapie in sheep: a classification experiment

Diversity techniques improve the performance of the best imbalance learning ensembles

GRASP Forest: A New Ensemble Method for Trees

Improvements in Modelling of Complex Manufacturing Processes Using Classification Techniques

Interval feature extraction for classification of event-related potentials (ERP) in EEG data analysis

Modelling of process parameters in laser polishing of steel components using ensembles of regression trees

On feature selection protocols for very low-sample-size data

Online breakage detection of multitooth tools using classifier ensembles for imbalanced data

Random Balance: Ensembles of variable priors classifiers for imbalanced data

Random subspace ensembles for FMRI classification.

Restricted set classification: Who is there?

Rotation forest: A new classifier ensemble method.

Rotation of random forests for genomic and proteomic classification problems.

Using Ensembles of Regression Trees to Monitor Lubricating Oil Quality