Alessandra Scotto di Freca

62 papers A 1B 9C 1Misc 1Journal 20Unranked 30
YearRankTypeTitle / Venue / Authors
2026 J jnl
Character Detection using YOLO for Writer Identification in multiple Medieval books.
CoRR
Alessandra Scotto di Freca, Tiziana D'Alessandro, Francesco Fontanella, Filippo Sarria, Claudio De Stefano
2025 J jnl
A Bayesian network combiner for multimodal handwriting analysis in Alzheimer's disease detection.
Pattern Recognit. Lett.
Emanuele Nardone, Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2025 J jnl
A Deep Transfer Learning Approach for Writer Identification in Greek Papyri.
ACM Journal on Computing and Cultural Heritage
Tiziana D'Alessandro, Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Mario Molinara, Alessandra Scotto di Freca, Isabelle Marthot-Santaniello
2025 — conf
AI for environmental, energy, and IoT applications: UniCas industrial research highlights.
Ital-IA
Mario Molinara, Alessandro Bria, Domenico Capriglione, Tiziana D'Alessandro, Claudio De Stefano, Luigi Ferrigno, Francesco Fontanella, Fabrizio Marignetti, Claudio Marrocco, Alessio Miele, Filippo Milano, Hamza Mustafa, Vincenzo Rega, Alessandra Scotto di Freca, Luca Cicala, Sara Parrilli, Mariano Focareta, Giuseppe Meoli, Michele Vitelli, Carmine Bourelly, Andrea Amodei
2025 — conf
The Impact of Template Matching Threshold on Scribe Identification in Medieval Books.
ICIAP (Workshops 2)
Alessandra Scotto di Freca, Tiziana D'Alessandro, Francesco Fontanella, Emanuele Nardone, Olga Pustovalova, Claudio De Stefano
2025 — conf
UniCas research initiatives in medicine and healthcare.
Ital-IA
Gabriele Lozupone, Marco Cantone, Emanuele Nardone, Cesare Davide Pace, Ciro Russo, Alessandro Bria, Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
2024 J jnl
Two-step hierarchical binary classification of cancerous skin lesions using transfer learning and the random forest algorithm.
Vis. Comput. Ind. Biomed. Art
Taofik Ahmed Suleiman, Daniel Tweneboah Anyimadu, Andrew Dwi Permana, Hsham Abdalgny Abdalwhab Ngim, Alessandra Scotto di Freca
2024 — conf
UniCas for Industry.
Ital-IA
Alessio Miele, Hamza Mustafa, Michele Vitelli, Alessandro Bria, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
2024 — conf
UniCas for Medicine and Healthcare.
Ital-IA
Marco Cantone, Svonko Galasso, Gabriele Lozupone, Emanuele Nardone, Cesare Davide Pace, Ciro Russo, Alessandro Bria, Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
2024 — conf
Writer Identification in Multiple Medieval Books: A Preliminary Study.
ICPR (17)
Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2023 — conf
A Genetic Algorithm for Feature Selection for Alzheimer's Disease Detection Using a Deep Transfer Learning Approach.
WIVACE
Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Emanuele Nardone, Alessandra Scotto di Freca
2023 — conf
A Novel Writer Identification Approach for Greek Papyri Images.
ICIAP Workshops (2)
Nicole Dalia Cilia, Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Isabelle Marthot-Santaniello, Mario Molinara, Alessandra Scotto di Freca
2023 J jnl
Comparing filter and wrapper approaches for feature selection in handwritten character recognition.
Pattern Recognit. Lett.
Nicole Dalia Cilia, Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2023 — conf
Feature Evaluation in Handwriting Analysis for Alzheimer's Disease Using Bayesian Network.
IGS
Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Emanuele Nardone, Alessandra Scotto di Freca
2022 J jnl
A novel binary classification approach based on geometric semantic genetic programming.
Swarm Evol. Comput.
Illya Bakurov, Mauro Castelli, Francesco Fontanella, Alessandra Scotto di Freca, Leonardo Vanneschi
2021 J jnl
Feature Selection as a Tool to Support the Diagnosis of Cognitive Impairments Through Handwriting Analysis.
IEEE Access
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2021 — conf
Using Genetic Algorithms to Optimize a Deep Learning Based System for the Prediction of Cognitive Impairments.
WIVACE
Nicole Dalia Cilia, Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2020 J jnl
A novel PCA-based approach for building on-board sensor classifiers for water contaminant detection.
Pattern Recognit. Lett.
Claudio De Stefano, Luigi Ferrigno, Francesco Fontanella, Luca Gerevini, Alessandra Scotto di Freca
2020 J jnl
An Experimental Comparison between Deep Learning and Classical Machine Learning Approaches for Writer Identification in Medieval Documents.
J. Imaging
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
2020 J jnl
An end-to-end deep learning system for medieval writer identification.
Pattern Recognit. Lett.
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
2020 B conf
Deep Transfer Learning for Alzheimer's disease detection.
ICPR
Nicole Dalia Cilia, Claudio De Stefano, Claudio Marrocco, Francesco Fontanella, Mario Molinara, Alessandra Scotto di Freca
2020 — conf
Handwriting-Based Classifier Combination for Cognitive Impairment Prediction.
ICPR Workshops (1)
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2020 — conf
PapyRow: A Dataset of Row Images from Ancient Greek Papyri for Writers Identification.
ICPR Workshops (7)
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Isabelle Marthot-Santaniello, Alessandra Scotto di Freca
2020 J jnl
Pattern recognition and artificial intelligence techniques for cultural heritage.
Pattern Recognit. Lett.
Francesco Fontanella, Francesco Colace, Mario Molinara, Alessandra Scotto di Freca, Filippo Stanco
2020 B conf
Using Genetic Algorithms for the Prediction of Cognitive Impairments.
EvoApplications
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2020 J jnl
What is the minimum training data size to reliably identify writers in medieval manuscripts?
Pattern Recognit. Lett.
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Mario Molinara, Alessandra Scotto di Freca
2019 — conf
A Page-Based Reject Option for Writer Identification in Medieval Books.
ICIAP Workshops
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
2019 — conf
A Two-Step System Based on Deep Transfer Learning for Writer Identification in Medieval Books.
CAIP (2)
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
2019 J jnl
A ranking-based feature selection approach for handwritten character recognition.
Pattern Recognit. Lett.
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2019 J jnl
An Experimental Comparison of Feature-Selection and Classification Methods for Microarray Datasets.
Inf.
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Stefano Raimondo, Alessandra Scotto di Freca
2019 — conf
Handwriting Analysis to Support Alzheimer's Disease Diagnosis: A Preliminary Study.
CAIP (2)
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Mario Molinara, Alessandra Scotto di Freca
2019 J jnl
Handwriting analysis to support neurodegenerative diseases diagnosis: A review.
Pattern Recognit. Lett.
Claudio De Stefano, Francesco Fontanella, Donato Impedovo, Giuseppe Pirlo, Alessandra Scotto di Freca
2019 — conf
How Word Choice Affects Cognitive Impairment Detection by Handwriting Analysis: A Preliminary Study.
WIVACE
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2019 — conf
Minimizing Training Data for Reliable Writer Identification in Medieval Manuscripts.
ICIAP Workshops
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Mario Molinara, Alessandra Scotto di Freca
2019 — conf
Using Handwriting Features to Characterize Cognitive Impairment.
ICIAP (2)
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Mario Molinara, Alessandra Scotto di Freca
2019 B conf
Variable-Length Representation for EC-Based Feature Selection in High-Dimensional Data.
EvoApplications
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2018 — conf
An Experimental Protocol to Support Cognitive Impairment Diagnosis by using Handwriting Analysis.
EUSPN/ICTH
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2018 B conf
Improving Evolutionary Algorithm Performance for Feature Selection in High-Dimensional Data.
EvoApplications
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2018 C conf
Improving Handwritten Character Recognition by Using a Ranking-Based Feature Selection Approach.
CIARP
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2018 — conf
Recovering Segmentation Errors in Handwriting Recognition Systems.
ICIC (2)
Claudio De Stefano, Francesco Fontanella, Angelo Marcelli, Antonio Parziale, Alessandra Scotto di Freca
2018 J jnl
Reliable writer identification in medieval manuscripts through page layout features: The "Avila" Bible case.
Eng. Appl. Artif. Intell.
Claudio De Stefano, Marilena Maniaci, Francesco Fontanella, Alessandra Scotto di Freca
2017 — conf
A Brief Overview on Handwriting Analysis for Neurodegenerative Disease Diagnosis.
WAIAH@AI*IA
Claudio De Stefano, Francesco Fontanella, Donato Impedovo, Giuseppe Pirlo, Alessandra Scotto di Freca
2017 B conf
A novel mutation operator for the evolutionary learning of Bayesian networks.
CEC
Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2017 — conf
Feature Selection in High Dimensional Data by a Filter-Based Genetic Algorithm.
EvoApplications (1)
Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2016 — conf
A Novel GA-based Feature Selection Approach for High Dimensional Data.
GECCO (Companion)
Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2014 J jnl
A GA-based feature selection approach with an application to handwritten character recognition.
Pattern Recognit. Lett.
Claudio De Stefano, Francesco Fontanella, Cristina Marrocco, Alessandra Scotto di Freca
2014 B conf
Random Forest for Reliable Pre-classification of Handwritten Characters.
ICPR
Luigi P. Cordella, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2014 B conf
Rejecting Both Segmentation and Classification Errors in Handwritten Form Processing.
ICFHR
Claudio De Stefano, Francesco Fontanella, Angelo Marcelli, Antonio Parziale, Alessandra Scotto di Freca
2014 J jnl
Using Bayesian networks for selecting classifiers in GP ensembles.
Inf. Sci.
Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca
2013 — conf
A Weighted Majority Vote Strategy Using Bayesian Networks.
ICIAP (2)
Luigi P. Cordella, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2012 B conf
A Novel Naive Bayes Voting Strategy for Combining Classifiers.
ICFHR
Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
2012 — conf
Pruning GP-Based Classifier Ensembles by Bayesian Networks.
PPSN (1)
Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca
2011 — conf
A Bayesian Approach for Combining Ensembles of GP Classifiers.
MCS
Claudio De Stefano, Francesco Fontanella, Gianluigi Folino, Alessandra Scotto di Freca
2011 — conf
A Method for Scribe Distinction in Medieval Manuscripts Using Page Layout Features.
ICIAP (1)
Claudio De Stefano, Francesco Fontanella, Marilena Maniaci, Alessandra Scotto di Freca
2011 — conf
Using bayesian networks for selecting classifiers in GP ensembles.
GECCO (Companion)
Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca
2010 — conf
A Hybrid Evolutionary Algorithm for Bayesian Networks Learning: An Application to Classifier Combination.
EvoApplications (1)
Claudio De Stefano, Francesco Fontanella, Cristina Marrocco, Alessandra Scotto di Freca
2010 B conf
Combining Single Class Features for Improving Performance of a Two Stage Classifier.
ICPR
Luigi P. Cordella, Claudio De Stefano, Francesco Fontanella, Cristina Marrocco, Alessandra Scotto di Freca
2009 J jnl
Classifier Combination by Bayesian Networks for Handwriting Recognition.
Int. J. Pattern Recognit. Artif. Intell.
Claudio De Stefano, Ciro D'Elia, Alessandra Scotto di Freca, Angelo Marcelli
2009 A conf
Learning Bayesian Networks by Evolution for Classifier Combination.
ICDAR
Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca, Angelo Marcelli
2007 J jnl
Incorporating a Wavelet Transform into a Saliency-Based Method for Online Handwriting Segmentation.
Int. J. Pattern Recognit. Artif. Intell.
Claudio De Stefano, Ciro D'Elia, Alessandra Scotto di Freca, Angelo Marcelli
2007 Misc conf
Using Bayesian Network for combining classifiers.
ICIAP
Claudio De Stefano, Ciro D'Elia, Angelo Marcelli, Alessandra Scotto di Freca
2006 — conf
Improving Dynamic Learning Vector Quantization.
ICPR (2)
Claudio De Stefano, Ciro D'Elia, Angelo Marcelli, Alessandra Scotto di Freca