Roberto D'Ambrosio
Title
Cited by
Cited by
Year
Kernel methods for heterogeneous feature selection
J Paul, P Dupont
Neurocomputing 169, 187-195, 2015
192015
Boosting nearest neighbors for the efficient estimation of posteriors
R d’Ambrosio, R Nock, WBH Ali, F Nielsen, M Barlaud
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2012
92012
Automatic facial expression recognition using statistical-like moments
R D’Ambrosio, G Iannello, P Soda
International Conference on Image Analysis and Processing, 585-594, 2011
82011
Biomedical classification tasks by softmax reconstruction in ECOC framework
R D'Ambrosio, G Iannello, P Soda
6th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2013), 2013
72013
Gentle nearest neighbors boosting over proper scoring rules
R Nock, WBH Ali, R D’Ambrosio, F Nielsen, M Barlaud
IEEE transactions on pattern analysis and machine intelligence 37 (1), 80-93, 2014
62014
Handling imbalanced datasets by reconstruction rules in decomposition schemes
R d'Ambrosio
Université Nice Sophia Antipolis, 2014
42014
Softmax regression for ecoc reconstruction
R D’Ambrosio, G Iannello, P Soda
International Conference on Image Analysis and Processing, 682-691, 2013
42013
A one-per-class reconstruction rule for class imbalance learning
R D'Ambrosio, G Iannello, P Soda
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
42012
Biomedical images classification by universal nearest neighbours classifier using posterior probability
R d’Ambrosio, WBH Ali, R Nock, P Soda, F Nielsen, M Barlaud
International Workshop on Machine Learning in Medical Imaging, 119-127, 2012
42012
Estimation of optical properties of neuroendocrine pancreas tumor with double-integrating-sphere system and inverse Monte Carlo model
P Saccomandi, ES Larocca, V Rendina, E Schena, R D’Ambrosio, ...
Lasers in medical science 31 (6), 1041-1050, 2016
32016
Learning to rank with deep neural networks
G Huybrechts, P Dupont, A CHERIF, R D’AMBROSIO, S JOUILI
Master’s thesis, Ecole polytechnique de Louvain (EPL), 2016
32016
Polichotomies on imbalanced domains by one-per-class compensated reconstruction rule
R D’Ambrosio, P Soda
Joint IAPR International Workshops on Statistical Techniques in Pattern …, 2012
32012
A mixture Cox-Logistic model for feature selection from survival and classification data
S Branders, R D'Ambrosio, P Dupont
arXiv preprint arXiv:1502.01493, 2015
22015
Boosting stochastic newton descent for bigdata large scale classification
R D'Ambrosio, W Belhajali, M Barlaud
2014 IEEE International Conference on Big Data (Big Data), 36-41, 2014
22014
The Coxlogit model: Feature selection from survival and classification data
S Branders, R D'Ambrosio, P Dupont
2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision …, 2014
12014
Real-time biomedical instance selection
C Zhang, R DAmbrosio, P Soda
2014 IEEE 27th International Symposium on Computer-Based Medical Systems …, 2014
12014
“Real-time” Instance Selection for Biomedical Data Classification
C Zhang, R D’Ambrosio, P Soda
International Conference on Data Warehousing and Knowledge Discovery, 394-404, 2014
2014
Classification de bases de données déséquilibrées par des règles de décomposition
R D'Ambrosio
Nice, 2014
2014
Optimization of the REED web application for automatic outlier detection in predictive medicine
S Lambot, A Pignolet, P Dupont, J PAUL, R D’AMBROSIO
Feature selection for survival analysis
P Heymans, P Dupont, R D'Ambrosio
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