Danillo Roberto Pereira

According to our database, Danillo Roberto Pereira authored at least 35 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

ComplexWoundDB: A Database for Automatic Complex Wound Tissue Categorization.

Talita A. Pereira, Regina C. Popim, Leandro A. Passos, Danillo Roberto Pereira, Clayton R. Pereira, João P. Papa

Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022

FEMa-FS: Finite Element Machines for Feature Selection.

Lucas Biaggi, João P. Papa, Kelton A. P. Costa, Danillo Roberto Pereira, Leandro A. Passos

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2020

Regression-based finite element machines for reliability modeling of downhole safety valves.

Danilo Colombo, Gilson Brito Alves Lima, Danillo Roberto Pereira, João P. Papa

Reliab. Eng. Syst. Saf., 2020

A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery.

Danielle Elis Garcia Furuya, João Alex Floriano Aguiar, Nayara V. Estrabis, Mayara Maezano Faita Pinheiro, Michelle Taís Garcia Furuya, Danillo Roberto Pereira, Wesley Nunes Gonçalves, Veraldo Liesenberg, Jonathan Li, José Marcato Junior, Lucas Prado Osco, Ana Paula Marques Ramos

Remote. Sens., 2020

OPFSumm: on the video summarization using Optimum-Path Forest.

Guilherme Brandão Martins, Danillo Roberto Pereira, Jurandy Gomes de Almeida Junior, Victor Hugo C. de Albuquerque, João Paulo Papa

Multim. Tools Appl., 2020

2019

A Probabilistic Optimum-Path Forest Classifier for Non-Technical Losses Detection.

Silas Evandro Nachif Fernandes, Danillo Roberto Pereira, Caio C. O. Ramos, André N. de Souza, Danilo S. Gastaldello, João P. Papa

IEEE Trans. Smart Grid, 2019

Predicting Canopy Nitrogen Content in Citrus-Trees Using Random Forest Algorithm Associated to Spectral Vegetation Indices from UAV-Imagery.

Lucas Prado Osco, Ana Paula Marques Ramos, Danillo Roberto Pereira, Érika Akemi Saito Moriya, Nilton Nobuhiro Imai, Edson Takashi Matsubara, Nayara V. Estrabis, Maurício de Souza, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li, Veraldo Liesenberg, José Eduardo Creste

Remote. Sens., 2019

Modeling Hyperspectral Response of Water-Stress Induced Lettuce Plants Using Artificial Neural Networks.

Lucas Prado Osco, Ana Paula Marques Ramos, Érika Akemi Saito Moriya, Lorrayne Guimarães Bavaresco, Bruna Coelho de Lima, Nayara V. Estrabis, Danillo Roberto Pereira, José Eduardo Creste, José Marcato Junior, Wesley Nunes Gonçalves, Nilton Nobuhiro Imai, Jonathan Li, Veraldo Liesenberg, Fábio Fernando de Araújo

Remote. Sens., 2019

Automatic identification of epileptic EEG signals through binary magnetic optimization algorithms.

Luís A. M. Pereira, João P. Papa, André L. V. Coelho, Clodoaldo Ap. M. Lima, Danillo Roberto Pereira, Victor Hugo C. de Albuquerque

Neural Comput. Appl., 2019

Visual Approach to Support Analysis of Optimum-Path Forest Classifier.

Danilo Medeiros Eler, Matheus Batista, Rogério Eduardo García, Danillo Roberto Pereira, Wilson Estécio Marcílio Júnior

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Robust automated cardiac arrhythmia detection in ECG beat signals.

Victor Hugo C. de Albuquerque, Thiago M. Nunes, Danillo Roberto Pereira, Eduardo José da S. Luz, David Menotti, João P. Papa, João Manuel R. S. Tavares

Neural Comput. Appl., 2018

Automatic classification of plant electrophysiological responses to environmental stimuli using machine learning and interval arithmetic.

Danillo Roberto Pereira, João Paulo Papa, Gustavo Francisco Rosalin Saraiva, Gustavo Maia Souza

Comput. Electron. Agric., 2018

Stroke Lesion Detection Using Convolutional Neural Networks.

Danillo Roberto Pereira, Pedro Pedrosa Rebouças Filho, Gustavo Henrique de Rosa, João Paulo Papa, Victor Hugo C. de Albuquerque

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Land-Use Classification using Finite Element Machines.

Danillo Roberto Pereira, João P. Papa, Luciene P. Papa, Rodrigo Jose Pisani

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

An Ensemble-Based Stacked Sequential Learning Algorithm for Remote Sensing Imagery Classification.

Danillo Roberto Pereira, Rodrigo Jose Pisani, André N. de Souza, João P. Papa

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Quaternion-based Deep Belief Networks fine-tuning.

João Paulo Papa, Gustavo H. Rosa, Danillo Roberto Pereira, Xin-She Yang

Appl. Soft Comput., 2017

FEMaR: A finite element machine for regression problems.

Danillo Roberto Pereira, João P. Papa, André N. de Souza

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A Kernel-Based Optimum-Path Forest Classifier.

Luis Claudio Sugi Afonso, Danillo Roberto Pereira, João P. Papa

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016

Convolutional Neural Networks Applied for Parkinson's Disease Identification.

Clayton R. Pereira, Danillo Roberto Pereira, João Paulo Papa, Gustavo H. Rosa, Xin-She Yang

Proceedings of the Machine Learning for Health Informatics, 2016

A Hyperheuristic Approach for Unsupervised Land-Cover Classification.

João Paulo Papa, Luciene P. Papa, Danillo Roberto Pereira, Rodrigo Jose Pisani

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A new approach to contextual learning using interval arithmetic and its applications for land-use classification.

Danillo Roberto Pereira, João Paulo Papa

Pattern Recognit. Lett., 2016

Projections onto convex sets parameter estimation through harmony search and its application for image restoration.

Rafael Goncalves Pires, Danillo Roberto Pereira, Luís A. M. Pereira, Alex F. Mansano, João P. Papa

Nat. Comput., 2016

Fine-Tuning Contextual-Based Optimum-Path Forest for Land-Cover Classification.

Daniel Osaku, Danillo Roberto Pereira, Alexandre L. M. Levada, João Paulo Papa

IEEE Geosci. Remote. Sens. Lett., 2016

A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems.

Silas Evandro Nachif Fernandes, Danillo Roberto Pereira, Caio C. O. Ramos, André N. de Souza, João Paulo Papa

CoRR, 2016

A new computer vision-based approach to aid the diagnosis of Parkinson's disease.

Clayton R. Pereira, Danillo Roberto Pereira, Francisco A. da Silva, João P. Masieiro, Silke A. T. Weber, Christian Hook, João P. Papa

Comput. Methods Programs Biomed., 2016

Social-Spider Optimization-based Support Vector Machines applied for energy theft detection.

Danillo Roberto Pereira, Mario A. Pazoti, Luís A. M. Pereira, Douglas Rodrigues, Caio C. O. Ramos, André N. de Souza, João P. Papa

Comput. Electr. Eng., 2016

Teaching-learning firewall configuration using a visual modeling web based tool: The SP2Model and its application to Computer Science course.

Helton Molina Sapia, Rogério Eduardo Garcia, Celso Olivete Junior, Danillo Roberto Pereira, Kleber Manrique Trevisani

Proceedings of the 2016 IEEE Frontiers in Education Conference, 2016

On the Harmony Search Using Quaternions.

João P. Papa, Danillo Roberto Pereira, Alexandro Baldassin, Xin-She Yang

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016

2015

On the optical flow model selection through metaheuristics.

Danillo Roberto Pereira, José Delpiano, João Paulo Papa

EURASIP J. Image Video Process., 2015

Land-cover classification through sequential learning-based optimum-path forest.

Danillo Roberto Pereira, Rodrigo Pisani, Rodrigo Nakamura, João Paulo Papa

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Unsupervised land-cover classification through hyper-heuristic-based Harmony Search.

João Paulo Papa, Luciene P. Papa, Rodrigo Pisani, Danillo Roberto Pereira

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A Step Towards the Automated Diagnosis of Parkinson's Disease: Analyzing Handwriting Movements.

Clayton R. Pereira, Danillo Roberto Pereira, Francisco A. da Silva, Christian Hook, Silke A. T. Weber, Luís A. M. Pereira, João Paulo Papa

Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

2014

A social-spider optimization approach for support vector machines parameters tuning.

Danillo Roberto Pereira, Mario A. Pazoti, Luís A. M. Pereira, João Paulo Papa

Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014

Evolutionary Optimization Applied for Fine-Tuning Parameter Estimation in Optical Flow-Based Environments.

Danillo Roberto Pereira, José Delpiano, João Paulo Papa

Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

2010

Comparison of Finite Element Bases for Global Illumination in Image Synthesis.

Danillo Roberto Pereira, Jorge Stolfi, Anamaria Gomide

Proceedings of the SIBGRAPI 2010, 2010