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Peerj. Computer Science|September 24, 2024
Ten quick tips for electrocardiogram (ECG) signal processingDavide Chicco, Angeliki-Ilektra Karaiskou, Maarten De Vos
PLOS Digital Health|March 15, 2024
Identifying prognostic factors for survival in intensive care unit patients with SIRS or sepsis by machine learning analysis on electronic health recordsMaximiliano Mollura, Davide Chicco, Alessia Paglialonga, et al.
Neural Networks : the Official Journal of the International Neural Network Society|April 17, 2013
An improved analysis of the Rademacher data-dependent bound using its self bounding propertyLuca Oneto, Alessandro Ghio, Davide Anguita, et al.
IEEE Transactions on Neural Networks and Learning Systems|November 25, 2014
A deep connection between the Vapnik-Chervonenkis entropy and the Rademacher complexityDavide Anguita, Alessandro Ghio, Luca Oneto, et al.
Peerj. Computer Science|April 5, 2021
Supervised deep learning embeddings for the prediction of cervical cancer diagnosisKelwin Fernandes, Davide Chicco, Jaime S Cardoso, et al.
IEEE Transactions on Neural Networks and Learning Systems|May 9, 2014
In-sample and out-of-sample model selection and error estimation for support vector machinesDavide Anguita, Alessandro Ghio, Luca Oneto, et al.
Neural Networks : the Official Journal of the International Neural Network Society|March 4, 2015
Local Rademacher Complexity: sharper risk bounds with and without unlabeled samplesLuca Oneto, Alessandro Ghio, Sandro Ridella, et al.
Entropy (Basel, Switzerland)|August 27, 2021
Toward Learning Trustworthily from Data Combining Privacy, Fairness, and Explainability: An Application to Face RecognitionDanilo Franco, Luca Oneto, Nicolò Navarin, et al.
IEEE Transactions on Cybernetics|October 28, 2014
Fully Empirical and Data-Dependent Stability-Based BoundsLuca Oneto, Alessandro Ghio, Sandro Ridella, et al.
Biodata Mining|March 29, 2025
Multivariate longitudinal clustering reveals neuropsychological factors as dementia predictors in an Alzheimer's disease progression studyPatrizia Ribino, Claudia Di Napoli, Giovanni Paragliola, et al.
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