Danilo Samuel Jodas
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View article: Facial Expression Analysis in Parkinsons’s Disease Using Machine Learning: A Review
Facial Expression Analysis in Parkinsons’s Disease Using Machine Learning: A Review Open
Computerised facial expression analysis is performed for a range of social and commercial applications and more recently its potential in medicine such as to detect Parkinson’s Disease (PD) is emerging. This has possibilities for use in te…
View article: Introducing Bode: A Fine-Tuned Large Language Model for Portuguese Prompt-Based Task
Introducing Bode: A Fine-Tuned Large Language Model for Portuguese Prompt-Based Task Open
Large Language Models (LLMs) are increasingly bringing advances to Natural Language Processing. However, low-resource languages, those lacking extensive prominence in datasets for various NLP tasks, or where existing datasets are not as su…
View article: PL-k NN: A Parameterless Nearest Neighbors Classifier
PL-k NN: A Parameterless Nearest Neighbors Classifier Open
Demands for minimum parameter setup in machine learning models are desirable\nto avoid time-consuming optimization processes. The $k$-Nearest Neighbors is\none of the most effective and straightforward models employed in numerous\nproblems…
View article: O^2PF: Oversampling via Optimum-Path Forest for Breast Cancer Detection
O^2PF: Oversampling via Optimum-Path Forest for Breast Cancer Detection Open
Breast cancer is among the most deadly diseases, distressing mostly women worldwide. Although traditional methods for detection have presented themselves as valid for the task, they still commonly present low accuracies and demand consider…