List of works - Basilio Sierra

A Cyber-Physical Data Collection System Integrating Remote Sensing and Wireless Sensor Networks for Coffee Leaf Rust Diagnosis

scientific article published in 2021

A Multi-Disciplinary Approach to Remote Sensing through Low-Cost UAVs

scientific article published on 16 June 2017

An Agave Counting Methodology Based on Mathematical Morphology and Images Acquired through Unmanned Aerial Vehicles

scientific article published on 02 November 2020

Classifier Subset Selection for the Stacked Generalization Method Applied to Emotion Recognition in Speech.

scientific article

Feature Subset Selection by Bayesian network-based optimization

Feature selection for speech emotion recognition in Spanish and Basque: on the use of machine learning to improve human-computer interaction

scientific article

Feature subset selection by Bayesian networks: a comparison with genetic and sequential algorithms

scholarly article by Iñaki Inza et al published August 2001 in International Journal of Approximate Reasoning

Feature subset selection by genetic algorithms and estimation of distribution algorithms. A case study in the survival of cirrhotic patients treated with TIPS.

scientific article

GENE SELECTION FOR CANCER CLASSIFICATION USING WRAPPER APPROACHES

article

ICGE: an R package for detecting relevant clusters and atypical units in gene expression

scientific article

LEARNING BAYESIAN NETWORKS IN THE SPACE OF ORDERINGS WITH ESTIMATION OF DISTRIBUTION ALGORITHMS

Learning to traverse doors using visual information

On the use of a low-cost thermal sensor to improve Kinect people detection in a mobile robot

scientific article

Predicting survival in malignant skin melanoma using Bayesian networks automatically induced by genetic algorithms. An empirical comparison between different approaches

scientific article

Representing the behaviour of supervised classification learning algorithms by Bayesian networks

Robot trajectories comparison: a statistical approach.

scientific article published on 25 November 2014

Towards application of one-class classification methods to medical data.

scientific article published on 20 March 2014

Towards the use of similarity distances to music genre classification: A comparative study

scientific article published on 14 February 2018

User Adapted Motor-Imaginary Brain-Computer Interface by means of EEG Channel Selection Based on Estimation of Distributed Algorithms

Using Bayesian networks in the construction of a bi-level multi-classifier. A case study using intensive care unit patients data.

scientific article published in June 2001

List of works by Basilio Sierra

A Cyber-Physical Data Collection System Integrating Remote Sensing and Wireless Sensor Networks for Coffee Leaf Rust Diagnosis

A Multi-Disciplinary Approach to Remote Sensing through Low-Cost UAVs

An Agave Counting Methodology Based on Mathematical Morphology and Images Acquired through Unmanned Aerial Vehicles

Classifier Subset Selection for the Stacked Generalization Method Applied to Emotion Recognition in Speech.

Feature Subset Selection by Bayesian network-based optimization

Feature selection for speech emotion recognition in Spanish and Basque: on the use of machine learning to improve human-computer interaction

Feature subset selection by Bayesian networks: a comparison with genetic and sequential algorithms

Feature subset selection by genetic algorithms and estimation of distribution algorithms. A case study in the survival of cirrhotic patients treated with TIPS.

GENE SELECTION FOR CANCER CLASSIFICATION USING WRAPPER APPROACHES

ICGE: an R package for detecting relevant clusters and atypical units in gene expression

LEARNING BAYESIAN NETWORKS IN THE SPACE OF ORDERINGS WITH ESTIMATION OF DISTRIBUTION ALGORITHMS

Learning to traverse doors using visual information

On the use of a low-cost thermal sensor to improve Kinect people detection in a mobile robot

Predicting survival in malignant skin melanoma using Bayesian networks automatically induced by genetic algorithms. An empirical comparison between different approaches

Representing the behaviour of supervised classification learning algorithms by Bayesian networks

Robot trajectories comparison: a statistical approach.

Towards application of one-class classification methods to medical data.

Towards the use of similarity distances to music genre classification: A comparative study

User Adapted Motor-Imaginary Brain-Computer Interface by means of EEG Channel Selection Based on Estimation of Distributed Algorithms

Using Bayesian networks in the construction of a bi-level multi-classifier. A case study using intensive care unit patients data.