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Nicole Dalia Cilia

Observed names: Dalia Nicole Cilia, N D Cilia, N. Cilia, N. D. Cilia, N.D. Cilia, Nicole Cilia, Nicole D. Cilia, nicole dalia cilia
ORCID: 0000-0002-9631-5802
Observed ORCID: 0000-0002-9631-5802
OpenAlex ID: A5024731306
Diagnosing Alzheimer’s disease from on-line handwriting: A novel dataset and performance benchmarking
2022 · Nicole D. Cilia, Giuseppe De Gregorio, et al. · Engineering Applications of Artificial Intelligence · 118
A ranking-based feature selection approach for handwritten character recognition
2018 · Nicole Dalia Cilia, Claudio De Stefano, et al. · Pattern Recognition Letters · 114
An Experimental Protocol to Support Cognitive Impairment Diagnosis by using Handwriting Analysis
2018 · Nicole Dalia Cilia, Claudio De Stefano, et al. · Procedia Computer Science · 78
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The Integration of Radiomics and Artificial Intelligence in Modern Medicine
2024 · Antonino Maniaci, Salvatore Lavalle, et al. · Life · 75
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 · 66
An end-to-end deep learning system for medieval writer identification
2019 · N.D. Cilia, C. De Stefano, et al. · Pattern Recognition Letters · 57
An Experimental Comparison of Feature-Selection and Classification Methods for Microarray Datasets
2019 · Nicole Dalia Cilia, Claudio De Stefano, et al. · Information · 51
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Handwriting Analysis to Support Alzheimer’s Disease Diagnosis: A Preliminary Study
2019 · Nicole Dalia Cilia, Claudio De Stefano, et al. · Lecture notes in computer science · 40
Comparing filter and wrapper approaches for feature selection in handwritten character recognition
2023 · Nicole Dalia Cilia, Tiziana D’Alessandro, et al. · Pattern Recognition Letters · 30
Variable-Length Representation for EC-Based Feature Selection in High-Dimensional Data
2019 · N. D. Cilia, C. De Stefano, et al. · Lecture notes in computer science · 29
Using Handwriting Features to Characterize Cognitive Impairment
2019 · Nicole Dalia Cilia, Claudio De Stefano, et al. · Lecture notes in computer science · 28
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 · 27
Feature Selection as a Tool to Support the Diagnosis of Cognitive Impairments Through Handwriting Analysis
2021 · Nicole Dalia Cilia, Claudio De Stefano, et al. · IEEE Access · 27
An Experimental Comparison between Deep Learning and Classical Machine Learning Approaches for Writer Identification in Medieval Documents
2020 · Nicole Dalia Cilia, Claudio De Stefano, et al. · Journal of Imaging · 25
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Automatic feature extraction with Vectorial Genetic Programming for Alzheimer’s Disease prediction through handwriting analysis
2024 · Irene Azzali, Nicole D. Cilia, et al. · Swarm and Evolutionary Computation · 17
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How word semantics and phonology affect handwriting of Alzheimer’s patients: A machine learning based analysis
2023 · Nicole D. Cilia, Claudio De Stefano, et al. · Computers in Biology and Medicine · 17
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What is the minimum training data size to reliably identify writers in medieval manuscripts?
2019 · Nicole D. Cilia, Claudio De Stefano, et al. · Pattern Recognition Letters · 17
Reachability Matrix Ontology: A Cybersecurity Ontology
2019 · Noemi Scarpato, Nicole Dalia Cilia, et al. · Applied Artificial Intelligence · 17
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Handwriting strokes as biomarkers for Alzheimer’s disease prediction: A novel machine learning approach
2025 · Emanuele Nardone, Claudio De Stefano, et al. · Computers in Biology and Medicine · 16
PapyRow: A Dataset of Row Images from Ancient Greek Papyri for Writers Identification
2021 · Nicole Dalia Cilia, Claudio De Stefano, et al. · Lecture notes in computer science · 16
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Using Genetic Algorithms for the Prediction of Cognitive Impairments
2020 · Nicole Dalia Cilia, Claudio De Stefano, et al. · Lecture notes in computer science · 13
Deep Transfer Learning for writer identification in medieval books
2018 · Alessandro Bria, Nicole Dalia Cilia, et al. · IMEKO TC4 International Conference on Metrology for Archaeology and Cultural Heritage (MetroArchaeo) · 12
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 · 9
How Word Choice Affects Cognitive Impairment Detection by Handwriting Analysis: A Preliminary Study
2020 · Nicole Dalia Cilia, Claudio De Stefano, et al. · Communications in computer and information science · 9
A Two-Step System Based on Deep Transfer Learning for Writer Identification in Medieval Books
2019 · Nicole Dalia Cilia, Claudio De Stefano, et al. · Lecture notes in computer science · 8
Works count: 68
Citation count: 985
H-index: 17
I10-index: 22
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