Automatic Facial Expression Recognition Using Statistical-Like Moments. - Roberto D'Ambrosio; Giulio Iannello; Paolo Soda (ICIAP (1), 2011)

A One-per-Class reconstruction rule for class imbalance learning. - Roberto D'Ambrosio; Giulio Iannello; Paolo Soda (ICPR, 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 (MLMI, 2012)

Boosting Nearest Neighbors for the Efficient Estimation of Posteriors. - Roberto D'Ambrosio; Richard Nock; Wafa Bel Haj Ali; Frank Nielsen; Michel Barlaud (ECML/PKDD (1), 2012)

Polichotomies on Imbalanced Domains by One-per-Class Compensated Reconstruction Rule. - Roberto D'Ambrosio; Paolo Soda (SSPR/SPR, 2012)

Solving biomedical classification tasks by softmax reconstruction in ECOC framework. - Roberto D'Ambrosio; Giulio Iannello; Paolo Soda (CBMS, 2013)

Softmax Regression for ECOC Reconstruction. - Roberto D'Ambrosio; Giulio Iannello; Paolo Soda (ICIAP (1), 2013)

Boosting Stochastic Newton Descent for Bigdata large scale classification. - Roberto D'Ambrosio; Wafa Belhajali; Michel Barlaud (IEEE BigData, 2014)

Real-Time Biomedical Instance Selection. - Chongsheng Zhang; Roberto D'Ambrosio; Paolo Soda (CBMS, 2014)

The Coxlogit model: Feature selection from survival and classification data. - Samuel Branders; Roberto D'Ambrosio; Pierre Dupont (MCDM, 2014)

"Real-time" Instance Selection for Biomedical Data Classification. - Chongsheng Zhang; Roberto D'Ambrosio; Paolo Soda (DaWaK, 2014)

Handling imbalanced datasets by reconstruction rules in decomposition schemes. (Classification de bases de données déséquilibrées par des règles de décomposition). - Roberto D'Ambrosio (2014)

A mixture Cox-Logistic model for feature selection from survival and classification data. - Samuel Branders; Roberto D'Ambrosio; Pierre Dupont (CoRR, 2015)

Kernel methods for heterogeneous feature selection. - Jérôme Paul; Roberto D'Ambrosio; Pierre Dupont (Neurocomputing, 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)