Roberto D'Ambrosio

According to our database, Roberto D'Ambrosio authored at least 15 papers between 2011 and 2015.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2015

Gentle Nearest Neighbors Boosting over Proper Scoring Rules.

Richard Nock, Wafa Bel Haj Ali, Roberto D'Ambrosio, Frank Nielsen, Michel Barlaud

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Kernel methods for heterogeneous feature selection.

Jérôme Paul, Roberto D'Ambrosio, Pierre Dupont

Neurocomputing, 2015

A mixture Cox-Logistic model for feature selection from survival and classification data.

Samuel Branders, Roberto D'Ambrosio, Pierre Dupont

CoRR, 2015

2014

Handling imbalanced datasets by reconstruction rules in decomposition schemes. (Classification de bases de données déséquilibrées par des règles de décomposition).

Roberto D'Ambrosio

PhD thesis, 2014

"Real-time" Instance Selection for Biomedical Data Classification.

Chongsheng Zhang, Roberto D'Ambrosio, Paolo Soda

Proceedings of the Data Warehousing and Knowledge Discovery, 2014

The Coxlogit model: Feature selection from survival and classification data.

Samuel Branders, Roberto D'Ambrosio, Pierre Dupont

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2014

Real-Time Biomedical Instance Selection.

Chongsheng Zhang, Roberto D'Ambrosio, Paolo Soda

Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

Boosting Stochastic Newton Descent for Bigdata large scale classification.

Roberto D'Ambrosio, Wafa Belhajali, Michel Barlaud

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Softmax Regression for ECOC Reconstruction.

Roberto D'Ambrosio, Giulio Iannello, Paolo Soda

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Solving biomedical classification tasks by softmax reconstruction in ECOC framework.

Roberto D'Ambrosio, Giulio Iannello, Paolo Soda

Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2012

Polichotomies on Imbalanced Domains by One-per-Class Compensated Reconstruction Rule.

Roberto D'Ambrosio, Paolo Soda

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Boosting Nearest Neighbors for the Efficient Estimation of Posteriors.

Roberto D'Ambrosio, Richard Nock, Wafa Bel Haj Ali, Frank Nielsen, Michel Barlaud

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Biomedical Images Classification by Universal Nearest Neighbours Classifier Using Posterior Probability.

Roberto D'Ambrosio, Wafa Bel Haj Ali, Richard Nock, Paolo Soda, Frank Nielsen, Michel Barlaud

Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

A One-per-Class reconstruction rule for class imbalance learning.

Roberto D'Ambrosio, Giulio Iannello, Paolo Soda

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

Automatic Facial Expression Recognition Using Statistical-Like Moments.

Roberto D'Ambrosio, Giulio Iannello, Paolo Soda

Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011