Francesco Fontanella

ScholarGPS® ID: 78672446911223

Affiliation

University of Cassino and Southern Lazio, Cassino, Italy

Affiliation History

Field

Engineering and Computer Science

Discipline

Electrical and Computer Engineering

Top Specialties

Metrics Summary

Publication Count

Predicted Citations

1,194

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Automatic feature extraction with Vectorial Genetic Programming for Alzheimer’s Disease prediction through handwriting analysis (journal article) Azzali, Irene \| Cilia, Nicole D. \| De Stefano, Claudio \| Fontanella, Francesco \| Giacobini, Mario \| Vanneschi, Leonardo Swarm and Evolutionary Computation, volume 87 (2024). 10.1016/j.swevo.2024.101571 Cite \| Source
How word semantics and phonology affect handwriting of Alzheimer’s patients: A machine learning based analysis (journal article) Cilia, Nicole D. \| De Stefano, Claudio \| Fontanella, Francesco \| Siniscalchi, Sabato Marco Computers in Biology and Medicine, volume 169 (2024). 10.1016/j.compbiomed.2023.107891 Cite \| Source
A Genetic Algorithm for Feature Selection for Alzheimer’s Disease Detection Using a Deep Transfer Learning Approach (book chapter) In Artificial Life and Evolutionary Computation D’Alessandro, Tiziana \| De Stefano, Claudio \| Fontanella, Francesco \| Nardone, Emanuele \| Scotto Di Freca, Alessandra Springer Nature Switzerland (2024) 10.1007/978-3-031-57430-6_24 Cite \| Source
Integrating Data Augmentation in Evolutionary Algorithms for Feature Selection: A Preliminary Study (book chapter) In Applications of Evolutionary Computation D’Alessandro, Tiziana \| De Stefano, Claudio \| Fontanella, Francesco \| Nardone, Emanuele Springer Nature Switzerland (2024) 10.1007/978-3-031-56852-7_25 Cite \| Source
A Novel Writer Identification Approach for Greek Papyri Images (book chapter) In Image Analysis and Processing - ICIAP 2023 Workshops Cilia, Nicole Dalia \| D’Alessandro, Tiziana \| De Stefano, Claudio \| Fontanella, Francesco \| Marthot-Santaniello, Isabelle \| Molinara, Mario \| Scotto Di Freca, Alessandra Springer Nature Switzerland (2024) 10.1007/978-3-031-51026-7_36 Cite \| Source
Comparing filter and wrapper approaches for feature selection in handwritten character recognition (journal article) Cilia, Nicole Dalia \| D’Alessandro, Tiziana \| De Stefano, Claudio \| Fontanella, Francesco \| Scotto di Freca, Alessandra Pattern Recognition Letters, volume 168 (2023). 10.1016/j.patrec.2023.02.028 Cited by (7) \| Cite \| Source
GA-Based Features Selection for Electro-chemical Impedance Spectroscopy on Lithium Iron Phosphate Batteries (conference) Bourelly, C. \| Vitelli, M. \| Milano, F. \| Molinara, M. \| Fontanella, F. \| Ferrigno, L. 2023 IEEE International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles & International Transportation Electrification Conference (ESARS-ITEC) (2023) Venice, Italy 10.1109/ESARS-ITEC57127.2023.10114858 Cited by (3) \| Cite \| Source
A Novel Evolutionary Approach for Neural Architecture Search (book chapter) In Artificial Life and Evolutionary Computation Bria, Alessandro \| De Ciccio, Paolo \| D’Alessandro, Tiziana \| Fontanella, Francesco Springer Nature Switzerland (2023) 10.1007/978-3-031-31183-3_16 Cite \| Source
Modeling of Ferrite Inductors Power Loss Based on Genetic Programming and Neural Networks (book chapter) In Artificial Life and Evolutionary Computation Di Capua, Giulia \| Molinara, Mario \| Fontanella, Francesco \| De Stefano, Claudio \| Oliva, Nunzio \| Femia, Nicola Springer Nature Switzerland (2023) 10.1007/978-3-031-31183-3_20 Cite \| Source
Artificial Life and Evolutionary Computation (book) Springer Nature Switzerland (2023) 10.1007/978-3-031-31183-3 Cite \| Source
Predicting Alzheimer’s Disease: A Stroke-Based Handwriting Analysis Approach Based on Machine Learning (book chapter) In Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges Cilia, Nicole Dalia \| D’Alessandro, Tiziana \| De Stefano, Claudio \| Fontanella, Francesco \| Nardone, Emanuele Springer Nature Switzerland (2023) 10.1007/978-3-031-37660-3_44 Cite \| Source
EIS-Based SoC Estimation: A Novel Measurement Method for Optimizing Accuracy and Measurement Time (journal article) Bourelly, Carmine \| Vitelli, Michele \| Milano, Filippo \| Molinara, Mario \| Fontanella, Francesco \| Ferrigno, Luigi IEEE Access, volume 11 (2023). 10.1109/ACCESS.2023.3308029 Cited by (2) \| Cite \| Source
A Machine Learning Approach to Analyze the Effects of Alzheimer’s Disease on Handwriting Through Lognormal Features (book chapter) In Graphonomics in Human Body Movement. Bridging Research and Practice from Motor Control to Handwriting Analysis and Recognition D’Alessandro, Tiziana \| Carmona-Duarte, Cristina \| De Stefano, Claudio \| Diaz, Moises \| Ferrer, Miguel Angel \| Fontanella, Francesco Springer Nature Switzerland (2023) 10.1007/978-3-031-45461-5_8 Cite \| Source
Feature Evaluation in Handwriting Analysis for Alzheimer’s Disease Using Bayesian Network (book chapter) In Graphonomics in Human Body Movement. Bridging Research and Practice from Motor Control to Handwriting Analysis and Recognition D’Alessandro, Tiziana \| De Stefano, Claudio \| Fontanella, Francesco \| Nardone, Emanuele \| Scotto di Freca, Alessandra Springer Nature Switzerland (2023) 10.1007/978-3-031-45461-5_9 Cite \| Source
Using Genetic Programming to Learn Behavioral Models of Lithium Batteries (book chapter) In Applications of Evolutionary Computation Di Capua, G. \| Bourelly, C. \| De Stefano, C. \| Fontanella, F. \| Milano, F. \| Molinara, M. \| Oliva, N. \| Porpora, F. Springer Nature Switzerland (2023) 10.1007/978-3-031-30229-9_30 Cited by (5) \| Cite \| Source
Offline handwriting image analysis to predict Alzheimer’s disease via deep learning (conference) Dalia Cilia, Nicole \| D'Alessandro, Tiziana \| De Stefano, Claudio \| Fontanella, Francesco 2022 26th International Conference on Pattern Recognition (ICPR) (2022) Montreal, QC, Canada 10.1109/ICPR56361.2022.9956359 Cite \| Source
Deep transfer learning algorithms applied to synthetic drawing images as a tool for supporting Alzheimer’s disease prediction (journal article) Cilia, Nicole D. \| D’Alessandro, Tiziana \| De Stefano, Claudio \| Fontanella, Francesco Machine Vision and Applications, volume 33, issue 3 (2022). 10.1007/s00138-022-01297-8 Cited by (10) \| Cite \| Source
Diagnosing Alzheimer’s disease from on-line handwriting: A novel dataset and performance benchmarking (journal article) Cilia, Nicole D. \| De Gregorio, Giuseppe \| De Stefano, Claudio \| Fontanella, Francesco \| Marcelli, Angelo \| Parziale, Antonio Engineering Applications of Artificial Intelligence, volume 111 (2022). 10.1016/j.engappai.2022.104822 Cited by (20) \| Cite \| Source
A novel binary classification approach based on geometric semantic genetic programming (journal article) Bakurov, I. \| Castelli, M. \| Fontanella, F. \| Scotto di Freca, A. \| Vanneschi, L. Swarm and Evolutionary Computation, volume 69 (2022). 10.1016/j.swevo.2021.101028 Cited by (9) \| Cite \| Source
Evolutionary Computation to Implement an IoT-Based System for Water Pollution Detection (journal article) De Stefano, Claudio \| Ferrigno, Luigi \| Fontanella, Francesco \| Gerevini, Luca \| Molinara, Mario SN Computer Science, volume 3, issue 2 (2022). 10.1007/s42979-021-00986-x Cited by (3) \| Cite \| Source