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Roberto D'Ambrosio
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2010 – 2019
- 2015
- [j2]Jérôme Paul, Roberto D'Ambrosio
, Pierre Dupont
Kernel methods for heterogeneous feature selection. Neurocomputing 169: 187-195 (2015) - [j1]Richard Nock, Wafa Bel Haj Ali, Roberto D'Ambrosio, Frank Nielsen
Gentle Nearest Neighbors Boosting over Proper Scoring Rules. IEEE Trans. Pattern Anal. Mach. Intell. 37(1): 80-93 (2015) - [i1]Samuel Branders, Roberto D'Ambrosio, Pierre Dupont:
A mixture Cox-Logistic model for feature selection from survival and classification data. CoRR abs/1502.01493 (2015) - 2014
- [b1]Roberto D'Ambrosio:
Handling imbalanced datasets by reconstruction rules in decomposition schemes. (Classification de bases de données déséquilibrées par des règles de décomposition). University of Nice Sophia Antipolis, France, 2014 - [c11]Roberto D'Ambrosio, Wafa Belhajali, Michel Barlaud:
Boosting Stochastic Newton Descent for Bigdata large scale classification. IEEE BigData 2014: 36-41 - [c10]Chongsheng Zhang, Roberto D'Ambrosio, Paolo Soda
Real-Time Biomedical Instance Selection. CBMS 2014: 507-508 - [c9]Samuel Branders, Roberto D'Ambrosio, Pierre Dupont:
The Coxlogit model: Feature selection from survival and classification data. MCDM 2014: 137-143 - [c8]Chongsheng Zhang, Roberto D'Ambrosio, Paolo Soda
"Real-time" Instance Selection for Biomedical Data Classification. DaWaK 2014: 394-404 - 2013
- [c7]Roberto D'Ambrosio, Giulio Iannello, Paolo Soda:
Solving biomedical classification tasks by softmax reconstruction in ECOC framework. CBMS 2013: 433-436 - [c6]Roberto D'Ambrosio, Giulio Iannello
Softmax Regression for ECOC Reconstruction. ICIAP (1) 2013: 682-691 - 2012
- [c5]Roberto D'Ambrosio, Giulio Iannello, Paolo Soda:
A One-per-Class reconstruction rule for class imbalance learning. ICPR 2012: 1310-1313 - [c4]Roberto D'Ambrosio, Wafa Bel Haj Ali, Richard Nock, Paolo Soda
Biomedical Images Classification by Universal Nearest Neighbours Classifier Using Posterior Probability. MLMI 2012: 119-127 - [c3]Roberto D'Ambrosio, Richard Nock, Wafa Bel Haj Ali, Frank Nielsen
Boosting Nearest Neighbors for the Efficient Estimation of Posteriors. ECML/PKDD (1) 2012: 314-329 - [c2]Roberto D'Ambrosio, Paolo Soda
Polichotomies on Imbalanced Domains by One-per-Class Compensated Reconstruction Rule. SSPR/SPR 2012: 301-309 - 2011
- [c1]Roberto D'Ambrosio, Giulio Iannello
Automatic Facial Expression Recognition Using Statistical-Like Moments. ICIAP (1) 2011: 585-594
Coauthor Index
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