Nicole Dalia Cilia
Orcid: 0000-0002-9631-5802
According to our database1,
Nicole Dalia Cilia
authored at least 38 papers
between 2015 and 2024.
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Bibliography
2024
How word semantics and phonology affect handwriting of Alzheimer's patients: A machine learning based analysis.
Comput. Biol. Medicine, February, 2024
Automatic feature extraction with Vectorial Genetic Programming for Alzheimer's Disease prediction through handwriting analysis.
Swarm Evol. Comput., 2024
Feature Selection Voting Strategies and Hyperparameter Tuning in a Boosting Classification.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2024
2023
Comparing filter and wrapper approaches for feature selection in handwritten character recognition.
Pattern Recognit. Lett., April, 2023
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023
2022
Deep transfer learning algorithms applied to synthetic drawing images as a tool for supporting Alzheimer's disease prediction.
Mach. Vis. Appl., 2022
Diagnosing Alzheimer's disease from on-line handwriting: A novel dataset and performance benchmarking.
Eng. Appl. Artif. Intell., 2022
Predicting Alzheimer's Disease: A Stroke-Based Handwriting Analysis Approach Based on Machine Learning.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022
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.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Lognormal Features for Early Diagnosis of Alzheimer's Disease Through Handwriting Analysis.
Proceedings of the Intertwining Graphonomics with Human Movements, 2022
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.
IEEE J. Biomed. Health Informatics, 2021
Feature Selection as a Tool to Support the Diagnosis of Cognitive Impairments Through Handwriting Analysis.
IEEE Access, 2021
Using Genetic Algorithms to Optimize a Deep Learning Based System for the Prediction of Cognitive Impairments.
Proceedings of the Artificial Life and Evolutionary Computation - 15th Italian Workshop, 2021
2020
Pattern Recognit. Lett., 2020
What is the minimum training data size to reliably identify writers in medieval manuscripts?
Pattern Recognit. Lett., 2020
An Experimental Comparison between Deep Learning and Classical Machine Learning Approaches for Writer Identification in Medieval Documents.
J. Imaging, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
PapyRow: A Dataset of Row Images from Ancient Greek Papyri for Writers Identification.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
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.
Proceedings of the Intelligent Computing Theories and Application, 2020
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020
2019
Pattern Recognit. Lett., 2019
An Experimental Comparison of Feature-Selection and Classification Methods for Microarray Datasets.
Inf., 2019
How Word Choice Affects Cognitive Impairment Detection by Handwriting Analysis: A Preliminary Study.
Proceedings of the Artificial Life and Evolutionary Computation - 14th Italian Workshop, 2019
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
Variable-Length Representation for EC-Based Feature Selection in High-Dimensional Data.
Proceedings of the Applications of Evolutionary Computation, 2019
A Two-Step System Based on Deep Transfer Learning for Writer Identification in Medieval Books.
Proceedings of the Computer Analysis of Images and Patterns, 2019
Proceedings of the Computer Analysis of Images and Patterns, 2019
2018
Improving Evolutionary Algorithm Performance for Feature Selection in High-Dimensional Data.
Proceedings of the Applications of Evolutionary Computation, 2018
An Experimental Protocol to Support Cognitive Impairment Diagnosis by using Handwriting Analysis.
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.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018
2015
Proceedings of the Tenth Conference on Semantic Technology for Intelligence, 2015