Danilo Samuel Jodas

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 21

Top Topics

Top Venues

Comput. Biol. Medicine

Publications

Gabriel Lino Garcia, Pedro Henrique Paiola, Danilo Samuel Jodas, Luis Afonso Sugi, João Paulo Papa
Text Summarization and Temporal Learning Models Applied to Portuguese Fake News Detection in a Novel Brazilian Corpus Dataset. PROPOR (2024)
Gabriel Lino Garcia, Pedro Henrique Paiola, Luis Henrique Morelli, Giovani Candido, Arnaldo Cândido Júnior, Danilo Samuel Jodas, Luis C. S. Afonso, Ivan Rizzo Guilherme, Bruno Elias Penteado, João Paulo Papa
Introducing Bode: A Fine-Tuned Large Language Model for Portuguese Prompt-Based Task. CoRR (2024)
Danilo Samuel Jodas, Sergio Brazolin, Giuliana Del Nero Velasco, Reinaldo Araujo de Lima, Takashi Yojo, João Paulo Papa
Urban tree failure probability prediction based on dendrometric aspects and machine learning models. Comput. Environ. Urban Syst. 108 (2024)
Leandro A. Passos, Danilo Samuel Jodas, Kelton A. P. Costa, Luis Antônio de Souza, Douglas Rodrigues, Javier Del Ser, David Camacho, João Paulo Papa
A review of deep learning-based approaches for deepfake content detection. Expert Syst. J. Knowl. Eng. 41 (8) (2024)
Pedro Henrique Paiola, Gabriel Lino Garcia, Danilo Samuel Jodas, João Vitor Mariano Correia, Luis C. S. Afonso, João Paulo Papa
RecognaSumm: A Novel Brazilian Summarization Dataset. PROPOR (2024)
Danilo Samuel Jodas, Giuliana Del Nero Velasco, Reinaldo Araujo de Lima, Aline Ribeiro Machado, João Paulo Papa
Deep Learning Semantic Segmentation Models for Detecting the Tree Crown Foliage. VISIGRAPP (4: VISAPP) (2023)
Danilo Samuel Jodas, Leandro Aparecido Passos, Ahsan Adeel, João Paulo Papa
PL-kNN: A Python-based implementation of a parameterless k-Nearest Neighbors classifier. Softw. Impacts 15 (2023)
Edwin Prem Kumar Gilbert, A. Immanuel Selvakumar, M. Lydia, Baskaran Kaliaperumal, Danilo Samuel Jodas, Leandro A. Passos, João P. Papa
A Historic-Best Particle Swarm Optimization Approach for Trust-based Routing in Smart Grid Networks. IWSSIP (2023)
Danilo Samuel Jodas, Leandro Aparecido Passos, Douglas Rodrigues, Thiago José Lucas, Kelton Augusto Pontara da Costa, João Paulo Papa
OPFsemble: An Ensemble Pruning Approach via Optimum-Path Forest. IWSSIP (2023)
Douglas Rodrigues, Gustavo Henrique de Rosa, Kelton Augusto Pontara da Costa, Danilo Samuel Jodas, João Paulo Papa
Fine-Tuning Restricted Boltzmann Machines Using No-Boundary Jellyfish. VISIGRAPP (4: VISAPP) (2023)
Danilo Samuel Jodas, Leandro Aparecido Passos, Giuliana Del Nero Velasco, Mariana Hortelani Carneseca Longo, Aline Ribeiro Machado, João Paulo Papa
Multiclass Oversampling via Optimum-Path Forest for Tree Species Classification from Street-view Perspectives. SIBGRAPI (2022)
Danilo Samuel Jodas, Leandro Aparecido Passos, Ahsan Adeel, João Paulo Papa
PL-k NN: A Parameterless Nearest Neighbors Classifier. IWSSIP (2022)
Danilo Samuel Jodas, Leandro Aparecido Passos, Ahsan Adeel, João Paulo Papa
PL-kNN: A Parameterless Nearest Neighbors Classifier. CoRR (2022)
Danilo Samuel Jodas, Takashi Yojo, Sergio Brazolin, Giuliana Del Nero Velasco, João Paulo Papa
Detection of Trees on Street-View Images Using a Convolutional Neural Network. Int. J. Neural Syst. 32 (1) (2022)
Leandro Aparecido Passos, Danilo Samuel Jodas, Luiz Carlos Felix Ribeiro, Thierry Pinheiro Moreira, João P. Papa
PF: Oversampling via Optimum-Path Forest for Breast Cancer Detection. CoRR (2021)
Danilo Samuel Jodas, Sergio Brazolin, Takashi Yojo, Reinaldo Araujo de Lima, Giuliana Del Nero Velasco, Aline Ribeiro Machado, João Paulo Papa
A Deep Learning-based Approach for Tree Trunk Segmentation. SIBGRAPI (2021)
Danilo Samuel Jodas, Maria Francisca Monteiro da Costa, Tiago A. A. Parreira, Aledir Silveira Pereira, João Manuel R. S. Tavares
Using a distance map and an active contour model to segment the carotid artery boundary from the lumen contour in proton density weighted magnetic resonance images. Comput. Biol. Medicine 123 (2020)
Danilo Samuel Jodas, Aledir Silveira Pereira, João Manuel R. S. Tavares
Classification of calcified regions in atherosclerotic lesions of the carotid artery in computed tomography angiography images. Neural Comput. Appl. 32 (7) (2020)
Danilo Samuel Jodas, Aledir Silveira Pereira, João Manuel R. S. Tavares
Automatic segmentation of the lumen region in intravascular images of the coronary artery. Medical Image Anal. 40 (2017)
Danilo Samuel Jodas, Aledir Silveira Pereira, João Manuel R. S. Tavares
Lumen segmentation in magnetic resonance images of the carotid artery. Comput. Biol. Medicine 79 (2016)
Danilo Samuel Jodas, Aledir Silveira Pereira, João Manuel R. S. Tavares
A review of computational methods applied for identification and quantification of atherosclerotic plaques in images. Expert Syst. Appl. 46 (2016)
Danilo Samuel Jodas, Norian Marranghello, Aledir Silveira Pereira, Rodrigo Capobianco Guido
Development of a support vector machine-based navigation system for driving a mobile robot through paths in plantations. IECON (2012)