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2020 – today
- 2024
[j17]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): 15 (2024)- [c38]Alessio Miele, Hamza Mustafa, Michele Vitelli, Alessandro Bria, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca:
UniCas for Industry. Ital-IA 2024: 253-258 - [c37]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:
UniCas for Medicine and Healthcare. Ital-IA 2024: 330-335 - 2023
- [j16]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: 39-46 (2023) - [c36]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: 122-135 - [c35]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: 422-436 - [c34]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: 309-323 - 2022
- [j15]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: 101028 (2022) - 2021
- [j14]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: 78226-78240 (2021) - [c33]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: 139-150 - 2020
- [j13]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): 89 (2020) - [j12]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: 137-143 (2020) - [j11]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: 198-204 (2020) - [j10]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: 375-381 (2020) - [j9]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: 23-29 (2020) - [c32]Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca:
Using Genetic Algorithms for the Prediction of Cognitive Impairments. EvoApplications 2020: 479-493 - [c31]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: 223-234 - [c30]Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca:
Handwriting-Based Classifier Combination for Cognitive Impairment Prediction. ICPR Workshops (1) 2020: 587-599 - [c29]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: 9904-9911
2010 – 2019
- 2019
- [j8]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): 109 (2019) - [j7]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: 37-45 (2019) - [j6]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: 77-86 (2019) - [c28]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: 143-151 - [c27]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: 305-316 - [c26]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: 325-340 - [c25]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: 187-197 - [c24]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: 198-208 - [c23]Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Mario Molinara, Alessandra Scotto di Freca:
Using Handwriting Features to Characterize Cognitive Impairment. ICIAP (2) 2019: 683-693 - [c22]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: 113-123 - 2018
- [j5]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: 99-110 (2018) - [c21]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: 902-910 - [c20]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: 466-471 - [c19]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: 439-454 - [c18]Claudio De Stefano, Francesco Fontanella, Angelo Marcelli, Antonio Parziale, Alessandra Scotto di Freca:
Recovering Segmentation Errors in Handwriting Recognition Systems. ICIC (2) 2018: 631-642 - [d1]Claudio De Stefano, Francesco Fontanella, Marilena Maniaci, Alessandra Scotto di Freca:
Avila. UCI Machine Learning Repository, 2018
- 2017
- [c17]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: 9-16 - [c16]Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca:
A novel mutation operator for the evolutionary learning of Bayesian networks. CEC 2017: 1999-2006 - [c15]Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca:
Feature Selection in High Dimensional Data by a Filter-Based Genetic Algorithm. EvoApplications (1) 2017: 506-521 - 2016
- [c14]Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca:
A Novel GA-based Feature Selection Approach for High Dimensional Data. GECCO (Companion) 2016: 87-88 - 2014
- [j4]Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca:
Using Bayesian networks for selecting classifiers in GP ensembles. Inf. Sci. 258: 200-216 (2014) - [j3]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: 130-141 (2014) - [c13]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: 569-574 - [c12]Luigi P. Cordella, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca:
Random Forest for Reliable Pre-classification of Handwritten Characters. ICPR 2014: 1319-1324 - 2013
- [c11]Luigi P. Cordella, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca:
A Weighted Majority Vote Strategy Using Bayesian Networks. ICIAP (2) 2013: 219-228 - 2012
- [c10]Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca:
A Novel Naive Bayes Voting Strategy for Combining Classifiers. ICFHR 2012: 467-472 - [c9]Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca:
Pruning GP-Based Classifier Ensembles by Bayesian Networks. PPSN (1) 2012: 236-245 - 2011
- [c8]Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca:
Using bayesian networks for selecting classifiers in GP ensembles. GECCO (Companion) 2011: 173-174 - [c7]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: 393-402 - [c6]Claudio De Stefano, Francesco Fontanella, Gianluigi Folino, Alessandra Scotto di Freca:
A Bayesian Approach for Combining Ensembles of GP Classifiers. MCS 2011: 26-35 - 2010
- [c5]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: 221-230 - [c4]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: 4352-4355
2000 – 2009
- 2009
- [j2]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): 887-905 (2009) - [c3]Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca, Angelo Marcelli:
Learning Bayesian Networks by Evolution for Classifier Combination. ICDAR 2009: 966-970 - 2007
- [j1]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): 43-59 (2007) - [c2]Claudio De Stefano, Ciro D'Elia, Angelo Marcelli, Alessandra Scotto di Freca:
Using Bayesian Network for combining classifiers. ICIAP 2007: 73-80 - 2006
- [c1]Claudio De Stefano, Ciro D'Elia, Angelo Marcelli, Alessandra Scotto di Freca:
Improving Dynamic Learning Vector Quantization. ICPR (2) 2006: 804-807
Coauthor Index
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last updated on 2024-10-09 20:32 CEST by the dblp team
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