Roberto D'Ambrosio

15 papers B 4Journal 3Unranked 7
YearRankTypeTitle / Venue / Authors
2015 J jnl
A mixture Cox-Logistic model for feature selection from survival and classification data.
CoRR
Samuel Branders, Roberto D'Ambrosio, Pierre Dupont
2015 J jnl
Gentle Nearest Neighbors Boosting over Proper Scoring Rules.
IEEE Trans. Pattern Anal. Mach. Intell.
Richard Nock, Wafa Bel Haj Ali, Roberto D'Ambrosio, Frank Nielsen, Michel Barlaud
2015 J jnl
Kernel methods for heterogeneous feature selection.
Neurocomputing
Jérôme Paul, Roberto D'Ambrosio, Pierre Dupont
2014 B conf
"Real-time" Instance Selection for Biomedical Data Classification.
DaWaK
Chongsheng Zhang, Roberto D'Ambrosio, Paolo Soda
2014 — conf
Boosting Stochastic Newton Descent for Bigdata large scale classification.
IEEE BigData
Roberto D'Ambrosio, Wafa Belhajali, Michel Barlaud
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 B conf
Real-Time Biomedical Instance Selection.
CBMS
Chongsheng Zhang, Roberto D'Ambrosio, Paolo Soda
2014 — conf
The Coxlogit model: Feature selection from survival and classification data.
MCDM
Samuel Branders, Roberto D'Ambrosio, Pierre Dupont
2013 — conf
Softmax Regression for ECOC Reconstruction.
ICIAP (1)
Roberto D'Ambrosio, Giulio Iannello, Paolo Soda
2013 B conf
Solving biomedical classification tasks by softmax reconstruction in ECOC framework.
CBMS
Roberto D'Ambrosio, Giulio Iannello, Paolo Soda
2012 B conf
A One-per-Class reconstruction rule for class imbalance learning.
ICPR
Roberto D'Ambrosio, Giulio Iannello, Paolo Soda
2012 — conf
Biomedical Images Classification by Universal Nearest Neighbours Classifier Using Posterior Probability.
MLMI
Roberto D'Ambrosio, Wafa Bel Haj Ali, Richard Nock, Paolo Soda, Frank Nielsen, Michel Barlaud
2012 — conf
Boosting Nearest Neighbors for the Efficient Estimation of Posteriors.
ECML/PKDD (1)
Roberto D'Ambrosio, Richard Nock, Wafa Bel Haj Ali, Frank Nielsen, Michel Barlaud
2012 — conf
Polichotomies on Imbalanced Domains by One-per-Class Compensated Reconstruction Rule.
SSPR/SPR
Roberto D'Ambrosio, Paolo Soda
2011 — conf
Automatic Facial Expression Recognition Using Statistical-Like Moments.
ICIAP (1)
Roberto D'Ambrosio, Giulio Iannello, Paolo Soda