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Nicole Dalia Cilia
ORCID
Publication Activity (10 Years)
Years Active: 2015-2023
Publications (10 Years): 35
Top Topics
Writer Identification
Deep Learning
Cognitive Impairment
Reject Option
Top Venues
EvoApplications
Pattern Recognit. Lett.
WIVACE
ICPR Workshops (1)
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Publications
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Nicole Dalia Cilia
,
Tiziana D'Alessandro
,
Claudio De Stefano
,
Francesco Fontanella
,
Isabelle Marthot-Santaniello
,
Mario Molinara
,
Alessandra Scotto di Freca
A Novel Writer Identification Approach for Greek Papyri Images.
ICIAP Workshops (2)
(2023)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Sabato Marco Siniscalchi
How word semantics and phonology affect handwriting of Alzheimer's patients: a machine learning based analysis.
CoRR
(2023)
Nicole Dalia Cilia
,
Tiziana D'Alessandro
,
Claudio De Stefano
,
Francesco Fontanella
,
Alessandra Scotto di Freca
Comparing filter and wrapper approaches for feature selection in handwritten character recognition.
Pattern Recognit. Lett.
168 (2023)
Nicole Dalia Cilia
,
Tiziana D'Alessandro
,
Claudio De Stefano
,
Francesco Fontanella
Offline handwriting image analysis to predict Alzheimer's disease via deep learning.
ICPR
(2022)
Nicole Dalia Cilia
,
Tiziana D'Alessandro
,
Claudio De Stefano
,
Francesco Fontanella
Deep transfer learning algorithms applied to synthetic drawing images as a tool for supporting Alzheimer's disease prediction.
Mach. Vis. Appl.
33 (3) (2022)
Nicole Dalia Cilia
,
Tiziana D'Alessandro
,
Cristina Carmona-Duarte
,
Claudio De Stefano
,
Moisés Díaz
,
Miguel A. Ferrer
,
Francesco Fontanella
Lognormal Features for Early Diagnosis of Alzheimer's Disease Through Handwriting Analysis.
IGS
(2022)
Nicole Dalia Cilia
,
Tiziana D'Alessandro
,
Claudio De Stefano
,
Francesco Fontanella
,
Emanuele Nardone
Predicting Alzheimer's Disease: A Stroke-Based Handwriting Analysis Approach Based on Machine Learning.
ICPR Workshops (1)
(2022)
Irene Azzali
,
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Mario Giacobini
,
Leonardo Vanneschi
Vectorial GP for Alzheimer's Disease Prediction Through Handwriting Analysis.
EvoApplications
(2022)
Nicole Dalia Cilia
,
Giuseppe De Gregorio
,
Claudio De Stefano
,
Francesco Fontanella
,
Angelo Marcelli
,
Antonio Parziale
Diagnosing Alzheimer's disease from on-line handwriting: A novel dataset and performance benchmarking.
Eng. Appl. Artif. Intell.
111 (2022)
Francesco Fontanella
,
Sonia Pinelli
,
Claudio Babiloni
,
Roberta Lizio
,
Claudio Del Percio
,
Susanna Lopez
,
Giuseppe Noce
,
Franco Giubilei
,
Fabrizio Stocchi
,
Giovanni B. Frisoni
,
Flavio Nobili
,
Raffaele Ferri
,
Tiziana D'Alessandro
,
Nicole Dalia Cilia
,
Claudio De Stefano
Machine Learning to Predict Cognitive Decline of Patients with Alzheimer's Disease Using EEG Markers: A Preliminary Study.
ICIAP (1)
(2022)
Nicole Dalia Cilia
,
Tiziana D'Alessandro
,
Claudio De Stefano
,
Francesco Fontanella
,
Mario Molinara
From Online Handwriting to Synthetic Images for Alzheimer's Disease Detection Using a Deep Transfer Learning Approach.
IEEE J. Biomed. Health Informatics
25 (12) (2021)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Alessandra Scotto di Freca
Feature Selection as a Tool to Support the Diagnosis of Cognitive Impairments Through Handwriting Analysis.
IEEE Access
9 (2021)
Nicole Dalia Cilia
,
Tiziana D'Alessandro
,
Claudio De Stefano
,
Francesco Fontanella
,
Alessandra Scotto di Freca
Using Genetic Algorithms to Optimize a Deep Learning Based System for the Prediction of Cognitive Impairments.
WIVACE
(2021)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Mario Molinara
,
Alessandra Scotto di Freca
What is the minimum training data size to reliably identify writers in medieval manuscripts?
Pattern Recognit. Lett.
129 (2020)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Alessandra Scotto di Freca
Using Genetic Algorithms for the Prediction of Cognitive Impairments.
EvoApplications
(2020)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Alessandra Scotto di Freca
Handwriting-Based Classifier Combination for Cognitive Impairment Prediction.
ICPR Workshops (1)
(2020)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Isabelle Marthot-Santaniello
,
Alessandra Scotto di Freca
PapyRow: A Dataset of Row Images from Ancient Greek Papyri for Writers Identification.
ICPR Workshops (7)
(2020)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Claudio Marrocco
,
Mario Molinara
,
Alessandra Scotto di Freca
An end-to-end deep learning system for medieval writer identification.
Pattern Recognit. Lett.
129 (2020)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Claudio Marrocco
,
Francesco Fontanella
,
Mario Molinara
,
Alessandra Scotto di Freca
Deep Transfer Learning for Alzheimer's disease detection.
ICPR
(2020)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
Novel Mutation Operators of a Variable-Length Representation for EC-Based Feature Selection in High-Dimensional Data.
ICIC (1)
(2020)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Claudio Marrocco
,
Mario Molinara
,
Alessandra Scotto di Freca
An Experimental Comparison between Deep Learning and Classical Machine Learning Approaches for Writer Identification in Medieval Documents.
J. Imaging
6 (9) (2020)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Alessandra Scotto di Freca
How Word Choice Affects Cognitive Impairment Detection by Handwriting Analysis: A Preliminary Study.
WIVACE
(2019)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Alessandra Scotto di Freca
Variable-Length Representation for EC-Based Feature Selection in High-Dimensional Data.
EvoApplications
(2019)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Stefano Raimondo
,
Alessandra Scotto di Freca
An Experimental Comparison of Feature-Selection and Classification Methods for Microarray Datasets.
Inf.
10 (3) (2019)
Noemi Scarpato
,
Nicole Dalia Cilia
,
Marco Romano
Reachability Matrix Ontology: A Cybersecurity Ontology.
Appl. Artif. Intell.
33 (7) (2019)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Alessandra Scotto di Freca
A ranking-based feature selection approach for handwritten character recognition.
Pattern Recognit. Lett.
121 (2019)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Mario Molinara
,
Alessandra Scotto di Freca
Using Handwriting Features to Characterize Cognitive Impairment.
ICIAP (2)
(2019)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Claudio Marrocco
,
Mario Molinara
,
Alessandra Scotto di Freca
A Two-Step System Based on Deep Transfer Learning for Writer Identification in Medieval Books.
CAIP (2)
(2019)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Mario Molinara
,
Alessandra Scotto di Freca
Handwriting Analysis to Support Alzheimer's Disease Diagnosis: A Preliminary Study.
CAIP (2)
(2019)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Claudio Marrocco
,
Mario Molinara
,
Alessandra Scotto di Freca
A Page-Based Reject Option for Writer Identification in Medieval Books.
ICIAP Workshops
(2019)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Mario Molinara
,
Alessandra Scotto di Freca
Minimizing Training Data for Reliable Writer Identification in Medieval Manuscripts.
ICIAP Workshops
(2019)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Alessandra Scotto di Freca
Improving Handwritten Character Recognition by Using a Ranking-Based Feature Selection Approach.
CIARP
(2018)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Alessandra Scotto di Freca
An Experimental Protocol to Support Cognitive Impairment Diagnosis by using Handwriting Analysis.
EUSPN/ICTH
(2018)
Nicole Dalia Cilia
,
Claudio De Stefano
,
Francesco Fontanella
,
Alessandra Scotto di Freca
Improving Evolutionary Algorithm Performance for Feature Selection in High-Dimensional Data.
EvoApplications
(2018)
Nicole Dalia Cilia
,
Noemi Scarpato
,
Marco Romano
A Semantic Approach to Reachability Matrix Computation.
STIDS
(2015)