Danilo Samuel Jodas

31 papers C 1Journal 13Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Retail Shelf Monitoring Using Deep Hough Transform and Object Detection. VISAPP (2) Luiz Fernando Merli de Oliveira Sementille, Marcos Cleison Silva Santana, Douglas Rodrigues, Danilo Samuel Jodas, Kelton Augusto Pontara da Costa, Fabio Luiz de Oliveira, João Paulo Papa
2025	—	`conf`	Customized Atrous Spatial Pyramid Pooling with Joint Convolutions for Urban Tree Segmentation. VISIGRAPP (3): VISAPP Danilo Samuel Jodas, Giuliana Del Nero Velasco, Sergio Brazolin, Reinaldo Araújo de Lima, Leandro Aparecido Passos, João Paulo Papa
2025	J	`jnl`	Facial Expression Analysis in Parkinsons's Disease Using Machine Learning: A Review. ACM Comput. Surv. Guilherme C. Oliveira, Quoc Cuong Ngo, Leandro A. Passos, Danilo Samuel Jodas, João Paulo Papa, Dinesh Kant Kumar
2025	—	`conf`	Learning a Kernel-Based Beran Estimator Using Nearest-Neighbours and Its Application to Reliability Analysis. ICANN (4) Danilo Samuel Jodas, Christian Laurence Almeida Barry, Guilherme Brandão Martins, Marcos Cleison S. Santana, Andre Luis Severino Abrego, Danilo Colombo, João Paulo Papa
2025	—	`conf`	Optimum-Path Forest Ensembles to Estimate the Internal Decay in Urban Trees. VISIGRAPP (2): VISAPP Giovani Candido, Luis Henrique Morelli, Danilo Samuel Jodas, Giuliana Del Nero Velasco, Reinaldo Araújo de Lima, Kelton Augusto Pontara da Costa, João Paulo Papa
2024	J	`jnl`	A review of deep learning-based approaches for deepfake content detection. Expert Syst. J. Knowl. Eng. Leandro A. Passos, Danilo Samuel Jodas, Kelton A. P. Costa, Luis Antônio de Souza, Douglas Rodrigues, Javier Del Ser, David Camacho, João Paulo Papa
2024	—	`conf`	Graph Feature Embeddings for Patient Re-Identification from Chest X-Ray Images. SIBGRAPI João Renato Ribeiro Manesco, Danilo Samuel Jodas, Maurício José Grapíggia Zanella, Marcel Koenigkam-Santos, João Paulo Papa
2024	—	`conf`	Graph Matching Networks Meet Optimum-Path Forest: How to Prune Ensembles Efficiently. ICPR (7) Danilo Samuel Jodas, Leandro A. Passos, Douglas Rodrigues, Kelton A. P. Costa, João Paulo Papa
2024	—	`conf`	Impact of Quantization on Large Language Models for Portuguese Classification Tasks. CIARP (1) Danilo Samuel Jodas, Gabriel Lino Garcia, Pedro Henrique Paiola, João Renato Ribeiro Manesco, João Paulo Papa
2024	J	`jnl`	Introducing Bode: A Fine-Tuned Large Language Model for Portuguese Prompt-Based Task. CoRR 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
2024	—	`conf`	RecognaSumm: A Novel Brazilian Summarization Dataset. PROPOR (1) Pedro Henrique Paiola, Gabriel Lino Garcia, Danilo Samuel Jodas, João Vitor Mariano Correia, Luis C. S. Afonso, João Paulo Papa
2024	—	`conf`	Text Summarization and Temporal Learning Models Applied to Portuguese Fake News Detection in a Novel Brazilian Corpus Dataset. PROPOR (1) Gabriel Lino Garcia, Pedro Henrique Paiola, Danilo Samuel Jodas, Luis Afonso Sugi, João Paulo Papa
2024	J	`jnl`	Urban tree failure probability prediction based on dendrometric aspects and machine learning models. Comput. Environ. Urban Syst. Danilo Samuel Jodas, Sergio Brazolin, Giuliana Del Nero Velasco, Reinaldo Araújo de Lima, Takashi Yojo, João Paulo Papa
2023	—	`conf`	A Historic-Best Particle Swarm Optimization Approach for Trust-based Routing in Smart Grid Networks. IWSSIP Edwin Prem Kumar Gilbert, A. Immanuel Selvakumar, M. Lydia, Baskaran Kaliaperumal, Danilo Samuel Jodas, Leandro A. Passos, João P. Papa
2023	—	`conf`	Deep Learning Semantic Segmentation Models for Detecting the Tree Crown Foliage. VISIGRAPP (4: VISAPP) Danilo Samuel Jodas, Giuliana Del Nero Velasco, Reinaldo Araújo de Lima, Aline Ribeiro Machado, João Paulo Papa
2023	—	`conf`	Fine-Tuning Restricted Boltzmann Machines Using No-Boundary Jellyfish. VISIGRAPP (4: VISAPP) Douglas Rodrigues, Gustavo Henrique de Rosa, Kelton Augusto Pontara da Costa, Danilo Samuel Jodas, João Paulo Papa
2023	—	`conf`	OPFsemble: An Ensemble Pruning Approach via Optimum-Path Forest. IWSSIP Danilo Samuel Jodas, Leandro Aparecido Passos, Douglas Rodrigues, Thiago José Lucas, Kelton Augusto Pontara da Costa, João Paulo Papa
2023	J	`jnl`	PL-kNN: A Python-based implementation of a parameterless k-Nearest Neighbors classifier. Softw. Impacts Danilo Samuel Jodas, Leandro Aparecido Passos, Ahsan Adeel, João Paulo Papa
2022	J	`jnl`	Detection of Trees on Street-View Images Using a Convolutional Neural Network. Int. J. Neural Syst. Danilo Samuel Jodas, Takashi Yojo, Sergio Brazolin, Giuliana Del Nero Velasco, João Paulo Papa
2022	—	`conf`	Multiclass Oversampling via Optimum-Path Forest for Tree Species Classification from Street-view Perspectives. SIBGRAPI Danilo Samuel Jodas, Leandro Aparecido Passos, Giuliana Del Nero Velasco, Mariana Hortelani Carneseca Longo, Aline Ribeiro Machado, João Paulo Papa
2022	—	`conf`	PL-k NN: A Parameterless Nearest Neighbors Classifier. IWSSIP Danilo Samuel Jodas, Leandro Aparecido Passos, Ahsan Adeel, João Paulo Papa
2022	J	`jnl`	PL-kNN: A Parameterless Nearest Neighbors Classifier. CoRR Danilo Samuel Jodas, Leandro Aparecido Passos, Ahsan Adeel, João Paulo Papa
2021	—	`conf`	A Deep Learning-based Approach for Tree Trunk Segmentation. SIBGRAPI Danilo Samuel Jodas, Sergio Brazolin, Takashi Yojo, Reinaldo Araújo de Lima, Giuliana Del Nero Velasco, Aline Ribeiro Machado, João Paulo Papa
2021	J	`jnl`	O CoRR Leandro Aparecido Passos, Danilo Samuel Jodas, Luiz Carlos Felix Ribeiro, Thierry Pinheiro Moreira, João P. Papa
2020	J	`jnl`	Classification of calcified regions in atherosclerotic lesions of the carotid artery in computed tomography angiography images. Neural Comput. Appl. Danilo Samuel Jodas, Aledir Silveira Pereira, João Manuel R. S. Tavares
2020	J	`jnl`	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 Danilo Samuel Jodas, Maria Francisca Monteiro da Costa, Tiago A. A. Parreira, Aledir Silveira Pereira, João Manuel R. S. Tavares
2017	J	`jnl`	Automatic segmentation of the lumen region in intravascular images of the coronary artery. Medical Image Anal. Danilo Samuel Jodas, Aledir Silveira Pereira, João Manuel R. S. Tavares
2017	—	`—`	Segmentation and classification of structures of the carotid and coronary arteries for image-based evaluation of atherosclerotic lesions Danilo Samuel Jodas
2016	J	`jnl`	A review of computational methods applied for identification and quantification of atherosclerotic plaques in images. Expert Syst. Appl. Danilo Samuel Jodas, Aledir Silveira Pereira, João Manuel R. S. Tavares
2016	J	`jnl`	Lumen segmentation in magnetic resonance images of the carotid artery. Comput. Biol. Medicine Danilo Samuel Jodas, Aledir Silveira Pereira, João Manuel R. S. Tavares
2012	C	`conf`	Development of a support vector machine-based navigation system for driving a mobile robot through paths in plantations. IECON Danilo Samuel Jodas, Norian Marranghello, Aledir Silveira Pereira, Rodrigo Capobianco Guido