Danillo Roberto Pereira

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 29

Top Topics

Top Venues

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

Publications

Lucas Biaggi, João P. Papa, Kelton A. P. Costa, Danillo Roberto Pereira, Leandro A. Passos
FEMa-FS: Finite Element Machines for Feature Selection. CoRR (2022)
Talita A. Pereira, Regina C. Popim, Leandro A. Passos, Danillo Roberto Pereira, Clayton R. Pereira, João P. Papa
ComplexWoundDB: A Database for Automatic Complex Wound Tissue Categorization. IWSSIP (2022)
Talita A. Pereira, Regina C. Popim, Leandro A. Passos, Danillo Roberto Pereira, Clayton R. Pereira, João P. Papa
ComplexWoundDB: A Database for Automatic Complex Wound Tissue Categorization. CoRR (2022)
Lucas Biaggi, João P. Papa, Kelton A. P. Costa, Danillo Roberto Pereira, Leandro A. Passos
FEMa-FS: Finite Element Machines for Feature Selection. ICPR (2022)
Guilherme B. Martins, Danillo Roberto Pereira, Jurandy Gomes de Almeida Junior, Victor Hugo C. de Albuquerque, João Paulo Papa
OPFSumm: on the video summarization using Optimum-Path Forest. Multim. Tools Appl. 79 (15-16) (2020)
Danilo Colombo, Gilson Brito Alves Lima, Danillo Roberto Pereira, João P. Papa
Regression-based finite element machines for reliability modeling of downhole safety valves. Reliab. Eng. Syst. Saf. 198 (2020)
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
A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery. Remote. Sens. 12 (24) (2020)
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
Modeling Hyperspectral Response of Water-Stress Induced Lettuce Plants Using Artificial Neural Networks. Remote. Sens. 11 (23) (2019)
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
Predicting Canopy Nitrogen Content in Citrus-Trees Using Random Forest Algorithm Associated to Spectral Vegetation Indices from UAV-Imagery. Remote. Sens. 11 (24) (2019)
Danilo Medeiros Eler, Matheus Batista, Rogério Eduardo García, Danillo Roberto Pereira, Wilson Estécio Marcílio Júnior
Visual Approach to Support Analysis of Optimum-Path Forest Classifier. BRACIS (2019)
Silas Evandro Nachif Fernandes, Danillo Roberto Pereira, Caio C. O. Ramos, André N. de Souza, Danilo S. Gastaldello, João P. Papa
A Probabilistic Optimum-Path Forest Classifier for Non-Technical Losses Detection. IEEE Trans. Smart Grid 10 (3) (2019)
Luís A. M. Pereira, João P. Papa, André L. V. Coelho, Clodoaldo Ap. M. Lima, Danillo Roberto Pereira, Victor Hugo C. de Albuquerque
Automatic identification of epileptic EEG signals through binary magnetic optimization algorithms. Neural Comput. Appl. 31 (S-2) (2019)
Danillo Roberto Pereira, Pedro Pedrosa Rebouças Filho, Gustavo Henrique de Rosa, João Paulo Papa, Victor Hugo C. de Albuquerque
Stroke Lesion Detection Using Convolutional Neural Networks. IJCNN (2018)
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
Robust automated cardiac arrhythmia detection in ECG beat signals. Neural Comput. Appl. 29 (3) (2018)
Danillo Roberto Pereira, João P. Papa, Luciene P. Papa, Rodrigo Jose Pisani
Land-Use Classification using Finite Element Machines. IGARSS (2018)
Danillo Roberto Pereira, João Paulo Papa, Gustavo Francisco Rosalin Saraiva, Gustavo Maia Souza
Automatic classification of plant electrophysiological responses to environmental stimuli using machine learning and interval arithmetic. Comput. Electron. Agric. 145 (2018)
João Paulo Papa, Gustavo H. Rosa, Danillo Roberto Pereira, Xin-She Yang
Quaternion-based Deep Belief Networks fine-tuning. Appl. Soft Comput. 60 (2017)
Luis Claudio Sugi Afonso, Danillo Roberto Pereira, João P. Papa
A Kernel-Based Optimum-Path Forest Classifier. CIARP (2017)
Danillo Roberto Pereira, Rodrigo Jose Pisani, André N. de Souza, João P. Papa
An Ensemble-Based Stacked Sequential Learning Algorithm for Remote Sensing Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (4) (2017)
Danillo Roberto Pereira, João P. Papa, André N. de Souza
FEMaR: A finite element machine for regression problems. IJCNN (2017)
Rafael Goncalves Pires, Danillo Roberto Pereira, Luís A. M. Pereira, Alex F. Mansano, João P. Papa
Projections onto convex sets parameter estimation through harmony search and its application for image restoration. Nat. Comput. 15 (3) (2016)
Daniel Osaku, Danillo Roberto Pereira, Alexandre L. M. Levada, João Paulo Papa
Fine-Tuning Contextual-Based Optimum-Path Forest for Land-Cover Classification. IEEE Geosci. Remote. Sens. Lett. 13 (5) (2016)
Danillo Roberto Pereira, Mario A. Pazoti, Luís A. M. Pereira, Douglas Rodrigues, Caio C. O. Ramos, André N. de Souza, João P. Papa
Social-Spider Optimization-based Support Vector Machines applied for energy theft detection. Comput. Electr. Eng. 49 (2016)
João Paulo Papa, Luciene P. Papa, Danillo Roberto Pereira, Rodrigo Jose Pisani
A Hyperheuristic Approach for Unsupervised Land-Cover Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (6) (2016)
Helton Molina Sapia, Rogério Eduardo Garcia, Celso Olivete Junior, Danillo Roberto Pereira, Kleber Manrique Trevisani
Teaching-learning firewall configuration using a visual modeling web based tool: The SP2Model and its application to Computer Science course. FIE (2016)
Danillo Roberto Pereira, João Paulo Papa
A new approach to contextual learning using interval arithmetic and its applications for land-use classification. Pattern Recognit. Lett. 83 (2016)
Clayton R. Pereira, Danillo Roberto Pereira, Francisco A. da Silva, João P. Masieiro, Silke A. T. Weber, Christian Hook, João P. Papa
A new computer vision-based approach to aid the diagnosis of Parkinson's disease. Comput. Methods Programs Biomed. 136 (2016)
João P. Papa, Danillo Roberto Pereira, Alexandro Baldassin, Xin-She Yang
On the Harmony Search Using Quaternions. ANNPR (2016)
Silas Evandro Nachif Fernandes, Danillo Roberto Pereira, Caio C. O. Ramos, André N. de Souza, João Paulo Papa
A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems. CoRR (2016)
Danillo Roberto Pereira, Rodrigo Pisani, Rodrigo Nakamura, João Paulo Papa
Land-cover classification through sequential learning-based optimum-path forest. IGARSS (2015)
João Paulo Papa, Luciene P. Papa, Rodrigo Pisani, Danillo Roberto Pereira
Unsupervised land-cover classification through hyper-heuristic-based Harmony Search. IGARSS (2015)
Clayton R. Pereira, Danillo Roberto Pereira, Francisco A. da Silva, Christian Hook, Silke A. T. Weber, Luís A. M. Pereira, João Paulo Papa
A Step Towards the Automated Diagnosis of Parkinson's Disease: Analyzing Handwriting Movements. CBMS (2015)
Danillo Roberto Pereira, José Delpiano, João Paulo Papa
On the optical flow model selection through metaheuristics. EURASIP J. Image Video Process. 2015 (2015)
Danillo Roberto Pereira, José Delpiano, João Paulo Papa
Evolutionary Optimization Applied for Fine-Tuning Parameter Estimation in Optical Flow-Based Environments. SIBGRAPI (2014)
Danillo Roberto Pereira, Mario A. Pazoti, Luís A. M. Pereira, João Paulo Papa
A social-spider optimization approach for support vector machines parameters tuning. SIS (2014)
Danillo Roberto Pereira, Jorge Stolfi, Anamaria Gomide
Comparison of Finite Element Bases for Global Illumination in Image Synthesis. SIBGRAPI (2010)