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Tiziana D’Alessandro

Observed names: T. D’Alessandro, Tiziana D'Alessandro, Tiziana D'Alessandro
ORCID: 0009-0005-4340-7227
Observed ORCID: 0009-0005-4340-7227
OpenAlex ID: A5059797221
From Online Handwriting to Synthetic Images for Alzheimer's Disease Detection Using a Deep Transfer Learning Approach
2021 · Nicole D. Cilia, Tiziana D'Alessandro, et al. · IEEE Journal of Biomedical and Health Informatics · 59
A Survey on Computational Methods in Drug Discovery for Neurodegenerative Diseases
2024 · Caterina Vicidomini, Francesco Fontanella, et al. · Biomolecules · 41
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Comparing filter and wrapper approaches for feature selection in handwritten character recognition
2023 · Nicole Dalia Cilia, Tiziana D’Alessandro, et al. · Pattern Recognition Letters · 27
Deep transfer learning algorithms applied to synthetic drawing images as a tool for supporting Alzheimer’s disease prediction
2022 · Nicole D. Cilia, Tiziana D’Alessandro, et al. · Machine Vision and Applications · 25
A Machine Learning Approach to Analyze the Effects of Alzheimer’s Disease on Handwriting Through Lognormal Features
2023 · Tiziana D’Alessandro, Cristina Carmona-Duarte, et al. · Lecture notes in computer science · 12
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Artificial Intelligence for Natural Products Drug Discovery in Neurodegenerative Therapies: A Review
2026 · Francesco Fontanella, Tiziana D’Alessandro, et al. · Biomolecules · 11
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Resting-state functional MRI metrics to detect freezing of gait in Parkinson's disease: a machine learning approach
2025 · Caterina Vicidomini, Francesco Fontanella, et al. · Computers in Biology and Medicine · 8
Offline handwriting image analysis to predict Alzheimer’s disease via deep learning
2022 · Nicole Dalia Cilia, Tiziana D'Alessandro, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 8
Lognormal Features for Early Diagnosis of Alzheimer’s Disease Through Handwriting Analysis
2022 · Nicole Dalia Cilia, Tiziana D’Alessandro, et al. · Lecture notes in computer science · 7
A Bayesian network combiner for multimodal handwriting analysis in Alzheimer’s disease detection
2025 · Emanuele Nardone, Tiziana D’Alessandro, et al. · Pattern Recognition Letters · 6
Transformers and CNNs in Neurodiagnostics: Handwriting Analysis for Alzheimer’s Diagnosis
2024 · Gabriele Lozupone, Emanuele Nardone, et al. · Lecture notes in computer science · 6
From Handwriting Analysis to Alzheimer’s Disease Prediction: An Experimental Comparison of Classifier Combination Methods
2024 · Tiziana D’Alessandro, Claudio De Stefano, et al. · Lecture notes in computer science · 5
Writer Identification in Multiple Medieval Books: A Preliminary Study
2024 · Tiziana D’Alessandro, Claudio De Stefano, et al. · Lecture notes in computer science · 3
Feature Evaluation in Handwriting Analysis for Alzheimer’s Disease Using Bayesian Network
2023 · Tiziana D’Alessandro, Claudio De Stefano, et al. · Lecture notes in computer science · 3
Character Detection using YOLO for Writer Identification in multiple Medieval books
2025 · Alessandra Scotto di Freca, Tiziana D’Alessandro, et al. · 2
A Novel Writer Identification Approach for Greek Papyri Images
2024 · Nicole Dalia Cilia, Tiziana D’Alessandro, et al. · Lecture notes in computer science · 2
Integrating Data Augmentation in Evolutionary Algorithms for Feature Selection: A Preliminary Study
2024 · Tiziana D’Alessandro, Claudio De Stefano, et al. · Lecture notes in computer science · 2
The Impact of Template Matching Threshold on Scribe Identification in Medieval Books
2026 · Alessandra Scotto di Freca, Tiziana D’Alessandro, et al. · Lecture notes in computer science · 1
How Data Augmentation Affects Evolutionary Algorithms in Feature Selection: An Experimental Study
2025 · Emanuele Nardone, Tiziana D’Alessandro, et al. · SN Computer Science · 1
A Deep Transfer Learning Approach for Writer Identification in Greek Papyri
2025 · T. D’Alessandro, N. D. Cilia, et al. · Journal on Computing and Cultural Heritage · 1
Machine Learning to Predict Cognitive Decline of Patients with Alzheimer’s Disease Using EEG Markers: A Preliminary Study
2022 · Francesco Fontanella, Sonia Pinelli, et al. · Lecture notes in computer science · 1
STAG-Net: A Spatial–Temporal Attention-Guided Network for Pathological Gait Classification
2026 · Abir Frad, Tiziana D’Alessandro, et al. · Big Data and Cognitive Computing
Towards Interpretable Alzheimer’s Disease Detection: Comparing Genetic Programming Paradigms on Handwriting Data
2026 · Emanuele Nardone, Leonardo Vanneschi, et al. · Lecture notes in computer science
Evaluating Distinctive Letters for Automatic Scribe Identification in Medieval Manuscripts
2026 · Tiziana D’Alessandro, Claudio De Stefano, et al. · Lecture notes in computer science
A dual backbone deep learning framework for early Alzheimer’s disease detection via multimodal handwriting analysis
2026 · Cesare Davide Pace, Emanuele Nardone, et al. · Pattern Recognition Letters
Works count: 37
Citation count: 231
H-index: 8
I10-index: 6
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