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Feature Selection as a Tool to Support the Diagnosis of Cognitive Impairments through Handwriting Analysis

IEEE Access
2021 | Journal article
EID:

2-s2.0-85108021064

Part of ISSN: 21693536
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; Freca, A.S.D.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

Handwriting-Based Classifier Combination for Cognitive Impairment Prediction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021 | Book
EID:

2-s2.0-85104296209

Part of ISSN: 16113349 03029743
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; Scotto di Freca, A.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

PapyRow: A Dataset of Row Images from Ancient Greek Papyri for Writers Identification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021 | Book
EID:

2-s2.0-85104464381

Part of ISSN: 16113349 03029743
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; Marthot-Santaniello, I.; Scotto di Freca, A.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

An end-to-end deep learning system for medieval writer identification

Pattern Recognition Letters
2020 | Journal article
EID:

2-s2.0-85075468875

Part of ISSN: 01678655
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; Marrocco, C.; Molinara, M.; Scotto Di Freca, A.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

An Experimental Comparison between Deep Learning and Classical Machine Learning Approaches for Writer Identification in Medieval Documents

Journal of Imaging
2020 | Journal article
EID:

2-s2.0-85091879901

Part of ISSN: 2313433X
Contributors: Cilia, N.D.; Stefano, C.D.; Fontanella, F.; Marrocco, C.; Molinara, M.; Di, A.S.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

How word choice affects cognitive impairment detection by handwriting analysis: A preliminary study

Communications in Computer and Information Science
2020 | Book
EID:

2-s2.0-85088748298

Part of ISSN: 18650937 18650929
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; di Freca, A.S.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

Novel Mutation Operators of a Variable-Length Representation for EC-Based Feature Selection in High-Dimensional Data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Book
EID:

2-s2.0-85093862267

Part of ISSN: 16113349 03029743
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

Using Genetic Algorithms for the Prediction of Cognitive Impairments

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Book
EID:

2-s2.0-85084760881

Part of ISSN: 16113349 03029743
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; Di Freca, A.S.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

What is the minimum training data size to reliably identify writers in medieval manuscripts?

Pattern Recognition Letters
2020 | Journal article
EID:

2-s2.0-85075748148

Part of ISSN: 01678655
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; Molinara, M.; Scotto di Freca, A.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

A Page-Based Reject Option for Writer Identification in Medieval Books

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85072863955

Part of ISSN: 16113349 03029743
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; Marrocco, C.; Molinara, M.; Scotto di Freca, A.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

A ranking-based feature selection approach for handwritten character recognition

Pattern Recognition Letters
2019 | Journal article
EID:

2-s2.0-85045715403

Part of ISSN: 01678655
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; Scotto di Freca, A.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

A Two-Step System Based on Deep Transfer Learning for Writer Identification in Medieval Books

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85072852248

Part of ISSN: 16113349 03029743
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; Marrocco, C.; Molinara, M.; Scotto Di Freca, A.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

An experimental comparison of feature-selection and classification methods for microarray datasets

Information (Switzerland)
2019 | Journal article
EID:

2-s2.0-85063775844

Part of ISSN: 20782489
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; Raimondo, S.; di Freca, A.S.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

Handwriting Analysis to Support Alzheimer’s Disease Diagnosis: A Preliminary Study

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85072865743

Part of ISSN: 16113349 03029743
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; Molinara, M.; Scotto Di Freca, A.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

Improving handwritten character recognition by using a ranking-based feature selection approach

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85063042515

Part of ISSN: 16113349 03029743
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; Scotto di Freca, A.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

Minimizing Training Data for Reliable Writer Identification in Medieval Manuscripts

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85072868781

Part of ISSN: 16113349 03029743
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; Molinara, M.; Scotto di Freca, A.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

Reachability Matrix Ontology: A Cybersecurity Ontology

Applied Artificial Intelligence
2019 | Journal article
EID:

2-s2.0-85063527813

Part of ISSN: 10876545 08839514
Contributors: Scarpato, N.; Cilia, N.D.; Romano, M.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

Using handwriting features to characterize cognitive impairment

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85072897694

Part of ISSN: 16113349 03029743
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; Molinara, M.; Scotto Di Freca, A.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

Variable-length representation for EC-based feature selection in high-dimensional data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85065703189

Part of ISSN: 16113349 03029743
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; Scotto di Freca, A.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

An experimental protocol to support cognitive impairment diagnosis by using handwriting analysis

Procedia Computer Science
2018 | Conference paper
EID:

2-s2.0-85058281859

Part of ISSN: 18770509
Contributors: Cilia, N.D.; De Stefano, C.; Fontanella, F.; Di Freca, A.S.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

Deep Transfer Learning for writer identification in medieval books

2018 IEEE International Conference on Metrology for Archaeology and Cultural Heritage, MetroArchaeo 2018 - Proceedings
2018 | Conference paper
EID:

2-s2.0-85072868114

Contributors: Bria, A.; Cilia, N.D.; De Stefano, C.; Fontanella, F.; Marrocco, C.; Molinara, M.; Freca, A.S.D.; Tortorella, F.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

Improving Evolutionary Algorithm Performance for Feature Selection in High-Dimensional Data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
EID:

2-s2.0-85044038662

Part of ISSN: 16113349 03029743
Contributors: Cilia, N.; De Stefano, C.; Fontanella, F.; Scotto di Freca, A.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier

A semantic approach to reachability matrix computation

CEUR Workshop Proceedings
2015 | Conference paper
EID:

2-s2.0-84962548265

Part of ISSN: 16130073
Contributors: Cilia, N.D.; Scarpato, N.; Romano, M.
Source: Self-asserted source
NICOLE DALIA CILIA via Scopus - Elsevier