Alessandra Scotto di Freca

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 36

Top Topics

Transfer Learning

Writer Identification

Genetic Algorithm

Cognitive Impairment

Top Venues

Pattern Recognit. Lett.

EvoApplications

Publications

Taofik Ahmed Suleiman, Daniel Tweneboah Anyimadu, Andrew Dwi Permana, Hsham Abdalgny Abdalwhab Ngim, Alessandra Scotto di Freca
Two-step hierarchical binary classification of cancerous skin lesions using transfer learning and the random forest algorithm. Vis. Comput. Ind. Biomed. Art 7 (1) (2024)
Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Emanuele Nardone, Alessandra Scotto di Freca
Feature Evaluation in Handwriting Analysis for Alzheimer's Disease Using Bayesian Network. IGS (2023)
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)
Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Emanuele Nardone, Alessandra Scotto di Freca
A Genetic Algorithm for Feature Selection for Alzheimer's Disease Detection Using a Deep Transfer Learning Approach. WIVACE (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)
Illya Bakurov, Mauro Castelli, Francesco Fontanella, Alessandra Scotto di Freca, Leonardo Vanneschi
A novel binary classification approach based on geometric semantic genetic programming. Swarm Evol. Comput. 69 (2022)
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)
Francesco Fontanella, Francesco Colace, Mario Molinara, Alessandra Scotto di Freca, Filippo Stanco
Pattern recognition and artificial intelligence techniques for cultural heritage. Pattern Recognit. Lett. 138 (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)
Claudio De Stefano, Luigi Ferrigno, Francesco Fontanella, Luca Gerevini, Alessandra Scotto di Freca
A novel PCA-based approach for building on-board sensor classifiers for water contaminant detection. Pattern Recognit. Lett. 135 (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)
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)
Claudio De Stefano, Francesco Fontanella, Donato Impedovo, Giuseppe Pirlo, Alessandra Scotto di Freca
Handwriting analysis to support neurodegenerative diseases diagnosis: A review. Pattern Recognit. Lett. 121 (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)
Claudio De Stefano, Marilena Maniaci, Francesco Fontanella, Alessandra Scotto di Freca
Reliable writer identification in medieval manuscripts through page layout features: The "Avila" Bible case. Eng. Appl. Artif. Intell. 72 (2018)
Claudio De Stefano, Francesco Fontanella, Angelo Marcelli, Antonio Parziale, Alessandra Scotto di Freca
Recovering Segmentation Errors in Handwriting Recognition Systems. ICIC (2) (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)
Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
A novel mutation operator for the evolutionary learning of Bayesian networks. CEC (2017)
Claudio De Stefano, Francesco Fontanella, Donato Impedovo, Giuseppe Pirlo, Alessandra Scotto di Freca
A Brief Overview on Handwriting Analysis for Neurodegenerative Disease Diagnosis. WAIAH@AI*IA (2017)
Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
Feature Selection in High Dimensional Data by a Filter-Based Genetic Algorithm. EvoApplications (1) (2017)
Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
A Novel GA-based Feature Selection Approach for High Dimensional Data. GECCO (Companion) (2016)
Luigi P. Cordella, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
Random Forest for Reliable Pre-classification of Handwritten Characters. ICPR (2014)
Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca
Using Bayesian networks for selecting classifiers in GP ensembles. Inf. Sci. 258 (2014)
Claudio De Stefano, Francesco Fontanella, Angelo Marcelli, Antonio Parziale, Alessandra Scotto di Freca
Rejecting Both Segmentation and Classification Errors in Handwritten Form Processing. ICFHR (2014)
Claudio De Stefano, Francesco Fontanella, Cristina Marrocco, Alessandra Scotto di Freca
A GA-based feature selection approach with an application to handwritten character recognition. Pattern Recognit. Lett. 35 (2014)
Luigi P. Cordella, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
A Weighted Majority Vote Strategy Using Bayesian Networks. ICIAP (2) (2013)
Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca
A Novel Naive Bayes Voting Strategy for Combining Classifiers. ICFHR (2012)
Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca
Pruning GP-Based Classifier Ensembles by Bayesian Networks. PPSN (1) (2012)
Claudio De Stefano, Francesco Fontanella, Marilena Maniaci, Alessandra Scotto di Freca
A Method for Scribe Distinction in Medieval Manuscripts Using Page Layout Features. ICIAP (1) (2011)
Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca
Using bayesian networks for selecting classifiers in GP ensembles. GECCO (Companion) (2011)
Claudio De Stefano, Francesco Fontanella, Gianluigi Folino, Alessandra Scotto di Freca
A Bayesian Approach for Combining Ensembles of GP Classifiers. MCS (2011)
Luigi P. Cordella, Claudio De Stefano, Francesco Fontanella, Cristina Marrocco, Alessandra Scotto di Freca
Combining Single Class Features for Improving Performance of a Two Stage Classifier. ICPR (2010)
Claudio De Stefano, Francesco Fontanella, Cristina Marrocco, Alessandra Scotto di Freca
A Hybrid Evolutionary Algorithm for Bayesian Networks Learning: An Application to Classifier Combination. EvoApplications (1) (2010)
Claudio De Stefano, Ciro D'Elia, Alessandra Scotto di Freca, Angelo Marcelli
Classifier Combination by Bayesian Networks for Handwriting Recognition. Int. J. Pattern Recognit. Artif. Intell. 23 (5) (2009)
Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca, Angelo Marcelli
Learning Bayesian Networks by Evolution for Classifier Combination. ICDAR (2009)
Claudio De Stefano, Ciro D'Elia, Angelo Marcelli, Alessandra Scotto di Freca
Using Bayesian Network for combining classifiers. ICIAP (2007)
Claudio De Stefano, Ciro D'Elia, Alessandra Scotto di Freca, Angelo Marcelli
Incorporating a Wavelet Transform into a Saliency-Based Method for Online Handwriting Segmentation. Int. J. Pattern Recognit. Artif. Intell. 21 (1) (2007)
Claudio De Stefano, Ciro D'Elia, Angelo Marcelli, Alessandra Scotto di Freca
Improving Dynamic Learning Vector Quantization. ICPR (2) (2006)