Gauthier Doquire

According to our database1, Gauthier Doquire authored at least 20 papers between 2011 and 2014.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2014
Estimating mutual information for feature selection in the presence of label noise.
Computational Statistics & Data Analysis, 2014

2013
Non-parametric feature selection for machine learning in complex settings.
PhD thesis, 2013

Is mutual information adequate for feature selection in regression?
Neural Networks, 2013

Distance estimation in numerical data sets with missing values.
Inf. Sci., 2013

Theoretical and empirical study on the potential inadequacy of mutual information for feature selection in classification.
Neurocomputing, 2013

Mutual information-based feature selection for multilabel classification.
Neurocomputing, 2013

A graph Laplacian based approach to semi-supervised feature selection for regression problems.
Neurocomputing, 2013

Risk Estimation and Feature Selection.
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

2012
Feature selection with missing data using mutual information estimators.
Neurocomputing, 2012

A Comparison of Multivariate Mutual Information Estimators for Feature Selection.
Proceedings of the ICPRAM 2012, 2012

Handling Imprecise Labels in Feature Selection with Graph Laplacian.
Proceedings of the ICPRAM 2012, 2012

On the Potential Inadequacy of Mutual Information for Feature Selection.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011
Feature Selection for Interpatient Supervised Heart Beat Classification.
Comp. Int. and Neurosc., 2011

Graph Laplacian for Semi-supervised Feature Selection in Regression Problems.
Proceedings of the Advances in Computational Intelligence, 2011

Feature Selection for Multi-label Classification Problems.
Proceedings of the Advances in Computational Intelligence, 2011

An Hybrid Approach to Feature Selection for Mixed Categorical and Continuous Data.
Proceedings of the KDIR 2011, 2011

Mutual information based feature selection for mixed data.
Proceedings of the ESANN 2011, 2011

Mutual information for feature selection with missing data.
Proceedings of the ESANN 2011, 2011

Feature Selection with Mutual Information for Uncertain Data.
Proceedings of the Data Warehousing and Knowledge Discovery, 2011

Feature Selection for Inter-patient Supervised Heart Beat Classification.
Proceedings of the BIOSIGNALS 2011, 2011


  Loading...