Claudio De Stefano

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

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

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

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

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

Assisted Transcription of Historical Documents by Keyword Spotting: A Performance Model.

[BibT_eX]

[DOI]

Adolfo Santoro

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 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

2015

Quantitative evaluation of features for Forensic Handwriting Examination.

[BibT_eX]

[DOI]

Antonio Parziale

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

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]

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

Evolutionary approaches for pooling classifier ensembles: Performance evaluation.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Conference on Soft Computing and Pattern Recognition, 2013

A Weighted Majority Vote Strategy Using Bayesian Networks.

[BibT_eX]

[DOI]

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

Writing Order Recovery from Off-Line Handwriting by Graph Traversal.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 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

Reading Cursive Handwriting.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Frontiers in Handwriting 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

Classifier Combination by Bayesian Networks for Handwriting Recognition.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2009

Learning Bayesian Networks by Evolution for Classifier Combination.

[BibT_eX]

[DOI]

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

Indexing and retrieving cursive documents without 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

Where Are the Niches? Dynamic Fitness Sharing.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2007

Incorporating a Wavelet Transform into a Saliency-Based Method for Online Handwriting Segmentation.

[BibT_eX]

[DOI]

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

Editorial.

[BibT_eX]

[DOI]

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

Evolutionary Prototyping for Handwriting Recognition.

[BibT_eX]

[DOI]

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

Using Bayesian Network for combining classifiers.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

2006

Looking for Prototypes by Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Advances in Machine Vision, 2006

Improving Dynamic Learning Vector Quantization.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Evolutionary Generation of Prototypes for a Learning Vector Quantization Classifier.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computing, 2006

An Evolutionary Approach for Dynamic Configuration of Multi-expert Classification Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

Using Strings for On-Line Handwriting Shape Matching: A New Weighted Edit Distance.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 2005

A Novel Genetic Programming Based Approach for Classification Problems.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 2005

<i>EvoGeneS</i>, a New Evolutionary Approach to Graph Generation.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2005

Genetic programming for generating prototypes in classification problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

On the role of population size and niche radius in fitness sharing.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2004

An Efficient Method For Online Cursive Handwriting Strokes Reordering.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2004

A Saliency-Based Segmentation Method For Online Cursive Handwriting.

[BibT_eX]

[DOI]

Gianluca Guadagno

Int. J. Pattern Recognit. Artif. Intell., 2004

A Multiresolution Approach to On-line Handwriting Segmentation and Feature Extraction.

[BibT_eX]

[DOI]

Marco Garruto

Proceedings of the 17th International Conference on Pattern Recognition, 2004

A Dynamic Approach to Learning Vector Quantization.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

A saliency-based multiscale method for on-line cursive handwriting shape description.

[BibT_eX]

[DOI]

Marco Garruto

Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

2003

Exploiting Reliability for Dynamic Selection of Classifiers by Means of Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

2002

Character preclassification based on genetic programming.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2002

Learning handwriting by evolution: a conceptual framework for performance evaluation and tuning.

[BibT_eX]

[DOI]

Pattern Recognit., 2002

An Adaptive Weighted Majority Vote Rule for Combining Multiple Classifiers.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

From ligatures to characters: a shape-based algorithm for handwriting segmentation.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

2001

A Shape-Based Algorithm for Detecting Ligatures in On-Line Handwriting.

[BibT_eX]

[DOI]

Antonio Iuliano

Intell. Autom. Soft Comput., 2001

Spatial Relations among Pattern Subsets as a Guide for Skeleton Pruning.

[BibT_eX]

[DOI]

Maria Frucci

Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001

Grouping Character Shapes by Means of Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001

An Investigation on MPEG Audio Segmentation by Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

2000

To reject or not to reject: that is the question-an answer in case of neural classifiers.

[BibT_eX]

[DOI]

Carlo Sansone

IEEE Trans. Syst. Man Cybern. Part C, 2000

1999

A New Evolutionary Learning Model for Handwritten Character Prototyping.

[BibT_eX]

[DOI]

Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

Handwritten Numeral Recognition by means of Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

A Robust Shape Decomposition Method.

[BibT_eX]

[DOI]

Maria Frucci

Proceedings of the Graphics Recognition, Recent Advances, Third International Workshop, 1999

Modeling the trade-off between completeness and consistency in genetic-based handwritten character prototyping.

[BibT_eX]

[DOI]

Proceedings of the Document Recognition and Retrieval VI, 1999

1996

A distance measure for structural descriptions using circular arcs as primitives.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Pattern Recognition, 1996

1995

A method for improving classification reliability of multilayer perceptrons.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1995

An entropy based method for extracting robust binary-templates.

[BibT_eX]

[DOI]

Francesco Tortorella

Mach. Vis. Appl., 1995

A neural network classifier for OCR using structural descriptions.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 1995

An Adaptive Reject Option for LVQ Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 8th International Conference, 1995

1994

Can a sequential thinning algorithm be parallelized?

[BibT_eX]

[DOI]

Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1993

Using entropy for drawing reliable templates.

[BibT_eX]

[DOI]

Francesco Tortorella

Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

1992

A method for the recognition of symbols on geographic maps.

[BibT_eX]

[DOI]

Francesco Tortorella