Danillo Roberto Pereira

According to our database1, Danillo Roberto Pereira authored at least 33 papers between 2010 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2020
Regression-based finite element machines for reliability modeling of downhole safety valves.
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.
Remote. Sens., 2020

OPFSumm: on the video summarization using Optimum-Path Forest.
Multim. Tools Appl., 2020

2019
A Probabilistic Optimum-Path Forest Classifier for Non-Technical Losses Detection.
IEEE Trans. Smart Grid, 2019

Predicting Canopy Nitrogen Content in Citrus-Trees Using Random Forest Algorithm Associated to Spectral Vegetation Indices from UAV-Imagery.
Remote. Sens., 2019

Modeling Hyperspectral Response of Water-Stress Induced Lettuce Plants Using Artificial Neural Networks.
Remote. Sens., 2019

Automatic identification of epileptic EEG signals through binary magnetic optimization algorithms.
Neural Comput. Appl., 2019

Visual Approach to Support Analysis of Optimum-Path Forest Classifier.
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018
Robust automated cardiac arrhythmia detection in ECG beat signals.
Neural Comput. Appl., 2018

Automatic classification of plant electrophysiological responses to environmental stimuli using machine learning and interval arithmetic.
Comput. Electron. Agric., 2018

Stroke Lesion Detection Using Convolutional Neural Networks.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Land-Use Classification using Finite Element Machines.
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.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Quaternion-based Deep Belief Networks fine-tuning.
Appl. Soft Comput., 2017

FEMaR: A finite element machine for regression problems.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A Kernel-Based Optimum-Path Forest Classifier.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016
Convolutional Neural Networks Applied for Parkinson's Disease Identification.
Proceedings of the Machine Learning for Health Informatics, 2016

A Hyperheuristic Approach for Unsupervised Land-Cover Classification.
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.
Pattern Recognit. Lett., 2016

Projections onto convex sets parameter estimation through harmony search and its application for image restoration.
Nat. Comput., 2016

Fine-Tuning Contextual-Based Optimum-Path Forest for Land-Cover Classification.
IEEE Geosci. Remote. Sens. Lett., 2016

A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems.
CoRR, 2016

A new computer vision-based approach to aid the diagnosis of Parkinson's disease.
Comput. Methods Programs Biomed., 2016

Social-Spider Optimization-based Support Vector Machines applied for energy theft detection.
Comput. Electr. Eng., 2016

Teaching-learning firewall configuration using a visual modeling web based tool: The SP2Model and its application to Computer Science course.
Proceedings of the 2016 IEEE Frontiers in Education Conference, 2016

On the Harmony Search Using Quaternions.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016

2015
On the optical flow model selection through metaheuristics.
EURASIP J. Image Video Process., 2015

Land-cover classification through sequential learning-based optimum-path forest.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Unsupervised land-cover classification through hyper-heuristic-based Harmony Search.
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.
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.
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014

Evolutionary Optimization Applied for Fine-Tuning Parameter Estimation in Optical Flow-Based Environments.
Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

2010
Comparison of Finite Element Bases for Global Illumination in Image Synthesis.
Proceedings of the SIBGRAPI 2010, 2010


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