Roberto D'Ambrosio

ORCID

Publication Activity (10 Years)

Years Active: 2011-2015
Publications (10 Years): 3

Top Venues

Università Campus Bio-Medico, Rome, Italy (PHD)

Education History

Università Campus Bio-Medico, Rome, Italy

PHD

Publications

Samuel Branders, Roberto D'Ambrosio, Pierre Dupont
A mixture Cox-Logistic model for feature selection from survival and classification data. CoRR (2015)
Richard Nock, Wafa Bel Haj Ali, Roberto D'Ambrosio, Frank Nielsen, Michel Barlaud
Gentle Nearest Neighbors Boosting over Proper Scoring Rules. IEEE Trans. Pattern Anal. Mach. Intell. 37 (1) (2015)
Jérôme Paul, Roberto D'Ambrosio, Pierre Dupont
Kernel methods for heterogeneous feature selection. Neurocomputing 169 (2015)
Roberto D'Ambrosio, Wafa Belhajali, Michel Barlaud
Boosting Stochastic Newton Descent for Bigdata large scale classification. IEEE BigData (2014)
Chongsheng Zhang, Roberto D'Ambrosio, Paolo Soda
Real-Time Biomedical Instance Selection. CBMS (2014)
Chongsheng Zhang, Roberto D'Ambrosio, Paolo Soda
"Real-time" Instance Selection for Biomedical Data Classification. DaWaK (2014)
Samuel Branders, Roberto D'Ambrosio, Pierre Dupont
The Coxlogit model: Feature selection from survival and classification data. MCDM (2014)
Roberto D'Ambrosio, Giulio Iannello, Paolo Soda
Softmax Regression for ECOC Reconstruction. ICIAP (1) (2013)
Roberto D'Ambrosio, Giulio Iannello, Paolo Soda
Solving biomedical classification tasks by softmax reconstruction in ECOC framework. CBMS (2013)
Roberto D'Ambrosio, Richard Nock, Wafa Bel Haj Ali, Frank Nielsen, Michel Barlaud
Boosting Nearest Neighbors for the Efficient Estimation of Posteriors. ECML/PKDD (1) (2012)
Roberto D'Ambrosio, Giulio Iannello, Paolo Soda
A One-per-Class reconstruction rule for class imbalance learning. ICPR (2012)
Roberto D'Ambrosio, Wafa Bel Haj Ali, Richard Nock, Paolo Soda, Frank Nielsen, Michel Barlaud
Biomedical Images Classification by Universal Nearest Neighbours Classifier Using Posterior Probability. MLMI (2012)
Roberto D'Ambrosio, Paolo Soda
Polichotomies on Imbalanced Domains by One-per-Class Compensated Reconstruction Rule. SSPR/SPR (2012)
Roberto D'Ambrosio, Giulio Iannello, Paolo Soda
Automatic Facial Expression Recognition Using Statistical-Like Moments. ICIAP (1) (2011)

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Publication Activity (10 Years)

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Roberto D'Ambrosio