Francesco Fontanella

Dataset, May, 2022

A novel binary classification approach based on geometric semantic genetic programming.

[BibT_eX]

[DOI]

Illya Bakurov

Mauro Castelli

Leonardo Vanneschi

Swarm Evol. Comput., 2022

Evolutionary Computation to Implement an IoT-Based System for Water Pollution Detection.

[BibT_eX]

[DOI]

SN Comput. Sci., 2022

Deep transfer learning algorithms applied to synthetic drawing images as a tool for supporting Alzheimer's disease prediction.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2022

Diagnosing Alzheimer's disease from on-line handwriting: A novel dataset and performance benchmarking.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2022

Modeling of Ferrite Inductors Power Loss Based on Genetic Programming and Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Life and Evolutionary Computation - 16th Italian Workshop, 2022

A Novel Evolutionary Approach for Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the Artificial Life and Evolutionary Computation - 16th Italian Workshop, 2022

Predicting Alzheimer's Disease: A Stroke-Based Handwriting Analysis Approach Based on Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Offline handwriting image analysis to predict Alzheimer's disease via deep learning.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Machine Learning to Predict Cognitive Decline of Patients with Alzheimer's Disease Using EEG Markers: A Preliminary Study.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Lognormal Features for Early Diagnosis of Alzheimer's Disease Through Handwriting Analysis.

[BibT_eX]

[DOI]

Tiziana D'Alessandro

Cristina Carmona-Duarte

Proceedings of the Intertwining Graphonomics with Human Movements, 2022

Vectorial GP for Alzheimer's Disease Prediction Through Handwriting Analysis.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022

2021

From Online Handwriting to Synthetic Images for Alzheimer's Disease Detection Using a Deep Transfer Learning Approach.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

Genetic programming for stacked generalization.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2021

HeGO, a Social Game as a Tool for Cultural Heritage Valorization: The Case Study of the Atina Historical Center.

[BibT_eX]

[DOI]

ACM Journal on Computing and Cultural Heritage, 2021

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

[BibT_eX]

[DOI]

IEEE Access, 2021

Using Genetic Algorithms to Optimize a Deep Learning Based System for the Prediction of Cognitive Impairments.

[BibT_eX]

[DOI]

Proceedings of the Artificial Life and Evolutionary Computation - 15th Italian Workshop, 2021

A Novel Evolutionary Approach for IoT-Based Water Contaminant Detection.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2021

2020

A novel PCA-based approach for building on-board sensor classifiers for water contaminant detection.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Pattern recognition and artificial intelligence techniques for cultural heritage.

[BibT_eX]

[DOI]

Francesco Colace

Mario Molinara

Filippo Stanco

Pattern Recognit. Lett., 2020

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

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

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

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

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

[BibT_eX]

[DOI]

J. Imaging, 2020

Deep Transfer Learning for Alzheimer's disease detection.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

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

[BibT_eX]

[DOI]

Isabelle Marthot-Santaniello

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Handwriting-Based Classifier Combination for Cognitive Impairment Prediction.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

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

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Application, 2020

Using Genetic Algorithms for the Prediction of Cognitive Impairments.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

2019

Graphonomics for the e-citizens: e-health, e-society and e-education.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2019

Handwriting analysis to support neurodegenerative diseases diagnosis: A review.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2019

A ranking-based feature selection approach for handwritten character recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2019

An Experimental Comparison of Feature-Selection and Classification Methods for Microarray Datasets.

[BibT_eX]

[DOI]

Inf., 2019

How Word Choice Affects Cognitive Impairment Detection by Handwriting Analysis: A Preliminary Study.

[BibT_eX]

[DOI]

Proceedings of the Artificial Life and Evolutionary Computation - 14th Italian Workshop, 2019

HeritageGO (HeGO): A Social Media Based Project for Cultural Heritage Valorization.

[BibT_eX]

[DOI]

Proceedings of the Adjunct Publication of the 27th Conference on User Modeling, 2019

A Regression-like Classification System for Geometric Semantic Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

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

[BibT_eX]

[DOI]

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019

Minimizing Training Data for Reliable Writer Identification in Medieval Manuscripts.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019

Using Handwriting Features to Characterize Cognitive Impairment.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Variable-Length Representation for EC-Based Feature Selection in High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2019

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

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2019

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

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2019

2018

Avila.

[BibT_eX]

[DOI]

Marilena Maniaci

Dataset, June, 2018

Reliable writer identification in medieval manuscripts through page layout features: The "Avila" Bible case.

[BibT_eX]

[DOI]

Marilena Maniaci

Eng. Appl. Artif. Intell., 2018

EDDA-V2 - An Improvement of the Evolutionary Demes Despeciation Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Recovering Segmentation Errors in Handwriting Recognition Systems.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Application, 2018

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

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2018

An Experimental Protocol to Support Cognitive Impairment Diagnosis by using Handwriting Analysis.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2018) / The 8th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2018) / Affiliated Workshops, 2018

Improving Handwritten Character Recognition by Using a Ranking-Based Feature Selection Approach.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017

Feature Selection in High Dimensional Data by a Filter-Based Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

A novel mutation operator for the evolutionary learning of Bayesian networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

A Brief Overview on Handwriting Analysis for Neurodegenerative Disease Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Artificial Intelligence with Application in Health co-located with the 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017

2016

A Novel GA-based Feature Selection Approach for High Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2014

A GA-based feature selection approach with an application to handwritten character recognition.

[BibT_eX]

[DOI]

Cristina Marrocco

Pattern Recognit. Lett., 2014

Using Bayesian networks for selecting classifiers in GP ensembles.

[BibT_eX]

[DOI]

Gianluigi Folino

Inf. Sci., 2014

Random Forest for Reliable Pre-classification of Handwritten Characters.

[BibT_eX]

[DOI]

Luigi P. Cordella

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Rejecting Both Segmentation and Classification Errors in Handwritten Form Processing.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

2013

EvoGeneSys, a new evolutionary approach to graph generation.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2013

A Weighted Majority Vote Strategy Using Bayesian Networks.

[BibT_eX]

[DOI]

Luigi P. Cordella

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

2012

Pruning GP-Based Classifier Ensembles by Bayesian Networks.

[BibT_eX]

[DOI]

Gianluigi Folino

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

A Novel Naive Bayes Voting Strategy for Combining Classifiers.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

2011

A Bayesian Approach for Combining Ensembles of GP Classifiers.

[BibT_eX]

[DOI]

Gianluigi Folino

Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

A Method for Scribe Distinction in Medieval Manuscripts Using Page Layout Features.

[BibT_eX]

[DOI]

Marilena Maniaci

Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

2010

Combining Single Class Features for Improving Performance of a Two Stage Classifier.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Hybrid Evolutionary Algorithm for Bayesian Networks Learning: An Application to Classifier Combination.

[BibT_eX]

[DOI]

Cristina Marrocco

Proceedings of the Applications of Evolutionary Computation, 2010

2009

Learning Bayesian Networks by Evolution for Classifier Combination.

[BibT_eX]

[DOI]

Angelo Marcelli

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008

A feature selection algorithm for handwritten character recognition.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A GA-Based Feature Selection Algorithm for Remote Sensing Images.

[BibT_eX]

[DOI]

Cristina Marrocco

Proceedings of the Applications of Evolutionary Computing, 2008

2007

Evolutionary Prototyping for Handwriting Recognition.

[BibT_eX]

[DOI]

Luigi P. Cordella

Int. J. Pattern Recognit. Artif. Intell., 2007

A feature selection algorithm for class discrimination improvement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006

An Approach to Pattern Recognition by Evolutionary Computation.

[BibT_eX]

[DOI]