D'ALESSANDRO, Tiziana
D'ALESSANDRO, Tiziana
Dipartimento di Ingegneria Elettrica e dell'Informazione "Maurizio Scarano"
A Genetic Algorithm for Feature Selection for Alzheimer’s Disease Detection Using a Deep Transfer Learning Approach
2024-01-01 D'Alessandro, T.; De Stefano, C.; Fontanella, F.; Nardone, E.; Scotto Di Freca, A.
A Machine Learning Approach to Analyze the Effects of Alzheimer’s Disease on Handwriting Through Lognormal Features
2023-01-01 D’Alessandro, Tiziana; Carmona-Duarte, Cristina; De Stefano, Claudio; Diaz, Moises; Ferrer, Miguel Angel; Fontanella, Francesco
A Novel Evolutionary Approach for Neural Architecture Search
2023-01-01 Bria, Alessandro; De Ciccio, Paolo; D’Alessandro, Tiziana; Fontanella, Francesco
A Novel Writer Identification Approach for Greek Papyri Images
2024-01-01 Cilia, N. D.; D'Alessandro, T.; De Stefano, C.; Fontanella, F.; Marthot-Santaniello, I.; Molinara, M.; Scotto Di Freca, A.
Comparing filter and wrapper approaches for feature selection in handwritten character recognition
2023-01-01 Cilia, N. D.; D'Alessandro, T.; De Stefano, C.; Fontanella, F.; Scotto di Freca, A.
Deep transfer learning algorithms applied to synthetic drawing images as a tool for supporting Alzheimer’s disease prediction
2022-01-01 Cilia, N. D.; D'Alessandro, T.; De Stefano, C.; Fontanella, F.
Feature Evaluation in Handwriting Analysis for Alzheimer’s Disease Using Bayesian Network
2023-01-01 D’Alessandro, Tiziana; De Stefano, Claudio; Fontanella, Francesco; Nardone, Emanuele; Scotto di Freca, Alessandra
From Online Handwriting to Synthetic Images for Alzheimer's Disease Detection Using a Deep Transfer Learning Approach
2021-01-01 Cilia, N. D.; D'Alessandro, T.; De Stefano, C.; Fontanella, F.; Molinara, M.
Handwriting Analysis for the Development of a system to support the Diagnosis of Neurodegenerative Diseases
2024-01-16 D'Alessandro, Tiziana
Lognormal Features for Early Diagnosis of Alzheimer’s Disease Through Handwriting Analysis
2022-01-01 Cilia, N. D.; D'Alessandro, T.; Carmona-Duarte, C.; De Stefano, C.; Diaz, M.; Ferrer, M.; Fontanella, F.
Machine Learning to Predict Cognitive Decline of Patients with Alzheimer’s Disease Using EEG Markers: A Preliminary Study
2022-01-01 Fontanella, F.; Pinelli, S.; Babiloni, C.; Lizio, R.; Del Percio, C.; Lopez, S.; Noce, G.; Giubilei, F.; Stocchi, F.; Frisoni, G. B.; Nobili, F.; Ferri, R.; D'Alessandro, T.; Cilia, N. D.; De Stefano, C.
Offline handwriting image analysis to predict Alzheimer’s disease via deep learning
2022-01-01 Dalia Cilia, Nicole; D'Alessandro, Tiziana; De Stefano, Claudio; Fontanella, Francesco
Using Genetic Algorithms to Optimize a Deep Learning Based System for the Prediction of Cognitive Impairments
2022-01-01 Cilia, N. D.; D'Alessandro, T.; De Stefano, C.; Fontanella, F.; Scotto di Freca, A.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Genetic Algorithm for Feature Selection for Alzheimer’s Disease Detection Using a Deep Transfer Learning Approach | 1-gen-2024 | D'Alessandro, T.; De Stefano, C.; Fontanella, F.; Nardone, E.; Scotto Di Freca, A. | |
| A Machine Learning Approach to Analyze the Effects of Alzheimer’s Disease on Handwriting Through Lognormal Features | 1-gen-2023 | D’Alessandro, Tiziana; Carmona-Duarte, Cristina; De Stefano, Claudio; Diaz, Moises; Ferrer, Miguel Angel; Fontanella, Francesco | |
| A Novel Evolutionary Approach for Neural Architecture Search | 1-gen-2023 | Bria, Alessandro; De Ciccio, Paolo; D’Alessandro, Tiziana; Fontanella, Francesco | |
| A Novel Writer Identification Approach for Greek Papyri Images | 1-gen-2024 | Cilia, N. D.; D'Alessandro, T.; De Stefano, C.; Fontanella, F.; Marthot-Santaniello, I.; Molinara, M.; Scotto Di Freca, A. | |
| Comparing filter and wrapper approaches for feature selection in handwritten character recognition | 1-gen-2023 | Cilia, N. D.; D'Alessandro, T.; De Stefano, C.; Fontanella, F.; Scotto di Freca, A. | |
| Deep transfer learning algorithms applied to synthetic drawing images as a tool for supporting Alzheimer’s disease prediction | 1-gen-2022 | Cilia, N. D.; D'Alessandro, T.; De Stefano, C.; Fontanella, F. | |
| Feature Evaluation in Handwriting Analysis for Alzheimer’s Disease Using Bayesian Network | 1-gen-2023 | D’Alessandro, Tiziana; De Stefano, Claudio; Fontanella, Francesco; Nardone, Emanuele; Scotto di Freca, Alessandra | |
| From Online Handwriting to Synthetic Images for Alzheimer's Disease Detection Using a Deep Transfer Learning Approach | 1-gen-2021 | Cilia, N. D.; D'Alessandro, T.; De Stefano, C.; Fontanella, F.; Molinara, M. | |
| Handwriting Analysis for the Development of a system to support the Diagnosis of Neurodegenerative Diseases | 16-gen-2024 | D'Alessandro, Tiziana | |
| Lognormal Features for Early Diagnosis of Alzheimer’s Disease Through Handwriting Analysis | 1-gen-2022 | Cilia, N. D.; D'Alessandro, T.; Carmona-Duarte, C.; De Stefano, C.; Diaz, M.; Ferrer, M.; Fontanella, F. | |
| Machine Learning to Predict Cognitive Decline of Patients with Alzheimer’s Disease Using EEG Markers: A Preliminary Study | 1-gen-2022 | Fontanella, F.; Pinelli, S.; Babiloni, C.; Lizio, R.; Del Percio, C.; Lopez, S.; Noce, G.; Giubilei, F.; Stocchi, F.; Frisoni, G. B.; Nobili, F.; Ferri, R.; D'Alessandro, T.; Cilia, N. D.; De Stefano, C. | |
| Offline handwriting image analysis to predict Alzheimer’s disease via deep learning | 1-gen-2022 | Dalia Cilia, Nicole; D'Alessandro, Tiziana; De Stefano, Claudio; Fontanella, Francesco | |
| Using Genetic Algorithms to Optimize a Deep Learning Based System for the Prediction of Cognitive Impairments | 1-gen-2022 | Cilia, N. D.; D'Alessandro, T.; De Stefano, C.; Fontanella, F.; Scotto di Freca, A. |