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Bruno Brandoli Machado
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2020 – today
- 2022
- [j19]Emanuele Carlini
, Vinicius Monteiro de Lira
, Amílcar Soares, Mohammad Etemad, Bruno Brandoli, Stan Matwin
:
Understanding evolution of maritime networks from automatic identification system data. GeoInformatica 26(3): 479-503 (2022) - [j18]Bruno Brandoli, Alessandra Raffaetà
, Marta Simeoni, Pedram Adibi, Fateha Khanam Bappee, Fabio Pranovi, Giulia Rovinelli, Elisabetta Russo
, Claudio Silvestri, Amílcar Soares, Stan Matwin
:
From multiple aspect trajectories to predictive analysis: a case study on fishing vessels in the Northern Adriatic sea. GeoInformatica 26(4): 551-579 (2022) - [j17]Gabriel Spadon
, Shenda Hong
, Bruno Brandoli
, Stan Matwin
, José F. Rodrigues Jr.
, Jimeng Sun
:
Pay Attention to Evolution: Time Series Forecasting With Deep Graph-Evolution Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 5368-5384 (2022) - [c19]Daniel Mario de Lima
, Catharine V. Graves
, Marco A. Gutierrez
, Bruno Brandoli
, José F. Rodrigues Jr.
:
Full Motion Focus: Convolutional Module for Improved Left Ventricle Segmentation Over 4D MRI. ICIAP (1) 2022: 438-450 - [c18]Emanuele Carlini, Vinicius Monteiro de Lira, Amílcar Soares, Mohammad Etemad, Bruno Brandoli, Stan Matwin:
A Topological Perspective of Port Networks From Three Years (2017-2019) of AIS Data. SEBD 2022: 268-275 - 2021
- [j16]Bruno Brandoli, Gabriel Spadon
, Travis J. Esau
, Patrick Hennessy, André C. P. L. F. de Carvalho
, Sihem Amer-Yahia, José F. Rodrigues Jr.:
DropLeaf: A precision farming smartphone tool for real-time quantification of pesticide application coverage. Comput. Electron. Agric. 180: 105906 (2021) - [j15]Everton Castelão Tetila, Bruno Brandoli Machado, Jose F. Rorigues Jr., Diego A. Zanoni, Nicolas Alessandro de Souza Belete, Thayliny Zardo, Michel Constantino, Hemerson Pistori:
Associative classification model for forecasting stock market trends. Int. J. Bus. Intell. Data Min. 19(1): 97-112 (2021) - [j14]José F. Rodrigues Jr., Marco A. Gutierrez
, Gabriel Spadon
, Bruno Brandoli, Sihem Amer-Yahia:
LIG-Doctor: Efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks. Inf. Sci. 545: 813-827 (2021) - [j13]Bruno Brandoli
, André R. de Geus
, Jefferson R. Souza
, Gabriel Spadon
, Amílcar Soares Júnior
, José F. Rodrigues Jr.
, Jerzy Komorowski, Stan Matwin
:
Aircraft Fuselage Corrosion Detection Using Artificial Intelligence. Sensors 21(12): 4026 (2021) - [j12]Daniel Mario de Lima
, José F. Rodrigues Jr.
, Bruno Brandoli, Lorraine Goeuriot, Sihem Amer-Yahia:
DermaDL: Advanced Convolutional Neural Networks for Computer-Aided Skin-Lesion Classification. SN Comput. Sci. 2(4): 253 (2021) - [i15]Nader Zare, Bruno Brandoli, Mahtab Sarvmaili, Amílcar Soares, Stan Matwin:
Continuous Control with Deep Reinforcement Learning for Autonomous Vessels. CoRR abs/2106.14130 (2021) - [i14]Daniel Mario de Lima, Catharine V. Graves, Marco A. Gutierrez, Bruno Brandoli, José Fernando Rodrigues Jr.:
Convolutional module for heart localization and segmentation in MRI. CoRR abs/2107.09134 (2021) - 2020
- [j11]Everton Castelão Tetila, Bruno Brandoli Machado, Gilberto Astolfi, Nicolas Alessandro de Souza Belete, Willian Paraguassu Amorim, Antonia Railda Roel, Hemerson Pistori
:
Detection and classification of soybean pests using deep learning with UAV images. Comput. Electron. Agric. 179: 105836 (2020) - [j10]Everton Castelão Tetila
, Bruno Brandoli Machado
, Gabriel Kirsten Menezes
, Adair da Silva Oliveira Junior
, Marco A. Alvarez, Willian Paraguassu Amorim, Nicolas Alessandro de Souza Belete
, Gercina Gonçalves da Silva
, Hemerson Pistori
:
Automatic Recognition of Soybean Leaf Diseases Using UAV Images and Deep Convolutional Neural Networks. IEEE Geosci. Remote. Sens. Lett. 17(5): 903-907 (2020) - [j9]Everton Castelão Tetila
, Bruno Brandoli Machado
, Geazy Vilharva Menezes
, Nicolas Alessandro de Souza Belete
, Gilberto Astolfi
, Hemerson Pistori
:
A Deep-Learning Approach for Automatic Counting of Soybean Insect Pests. IEEE Geosci. Remote. Sens. Lett. 17(10): 1837-1841 (2020) - [c17]Mohammad Etemad
, Nader Zare, Mahtab Sarvmaili, Amílcar Soares Júnior
, Bruno Brandoli Machado, Stan Matwin
:
Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments. Canadian AI 2020: 220-231 - [c16]Lucas May Petry, Amílcar Soares Júnior
, Vania Bogorny, Bruno Brandoli, Stan Matwin
:
Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning. Canadian AI 2020: 401-407 - [c15]José F. Rodrigues Jr., Bruno Brandoli, Sihem Amer-Yahia:
DermaDL: Advanced Convolutional Neural Networks for Automated Melanoma Detection. CBMS 2020: 504-509 - [c14]José F. Rodrigues Jr., Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia:
Lig-Doctor: Real-World Clinical Prognosis using a Bi-Directional Neural Network. CBMS 2020: 569-572 - [c13]Emanuele Carlini, Vinicius Monteiro de Lira, Amílcar Soares Júnior
, Mohammad Etemad, Bruno Brandoli Machado, Stan Matwin:
Uncovering vessel movement patterns from AIS data with graph evolution analysis. EDBT/ICDT Workshops 2020 - [c12]Jaqueline Teixeira, Wilson Estécio Marcílio, Danilo Medeiros Eler, Almir O. Artero, Bruno Brandoli:
A class-based evaluation approach to assess multidimensional projections. IV 2020: 174-181 - [i13]Mohammad Etemad, Nader Zare, Mahtab Sarvmaili, Amílcar Soares Júnior, Bruno Brandoli Machado, Stan Matwin:
Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments. CoRR abs/2003.10249 (2020) - [i12]Lucas May Petry, Amílcar Soares Júnior, Vania Bogorny, Bruno Brandoli, Stan Matwin:
Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning. CoRR abs/2004.03722 (2020) - [i11]Gabriel Spadon
, Shenda Hong, Bruno Brandoli, Stan Matwin, José F. Rodrigues Jr., Jimeng Sun:
Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning. CoRR abs/2008.12833 (2020) - [i10]Bruno Brandoli, Gabriel Spadon
, Travis J. Esau, Patrick Hennessy, André C. P. L. F. de Carvalho, José F. Rodrigues Jr., Sihem Amer-Yahia:
DropLeaf: a precision farming smartphone application for measuring pesticide spraying methods. CoRR abs/2009.00453 (2020)
2010 – 2019
- 2019
- [j8]Lucas Abreu da Silva, Patrik Olã Bressan, Diogo Nunes Gonçalves, Daniel Matte Freitas, Bruno Brandoli Machado, Wesley Nunes Gonçalves:
Estimating soybean leaf defoliation using convolutional neural networks and synthetic images. Comput. Electron. Agric. 156: 360-368 (2019) - [j7]Gabriel Spadon
, Bruno Brandoli, Danilo Medeiros Eler, José F. Rodrigues Jr.:
Detecting multi-scale distance-based inconsistencies in cities through complex-networks. J. Comput. Sci. 30: 209-222 (2019) - [i9]José F. Rodrigues Jr., Gabriel Spadon
, Bruno Brandoli, Sihem Amer-Yahia:
Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls. CoRR abs/1909.04605 (2019) - 2018
- [c11]Gabriel Spadon
, Bruno Brandoli Machado
, Danilo Medeiros Eler
, José F. Rodrigues Jr.
:
A Distance-Based Tool-Set to Track Inconsistent Urban Structures Through Complex-Networks. ICCS (1) 2018: 288-301 - [c10]Mauro dos Santos de Arruda
, Gabriel Spadon
, José F. Rodrigues Jr., Wesley Nunes Gonçalves, Bruno Brandoli Machado:
Recognition of Endangered Pantanal Animal Species using Deep Learning Methods. IJCNN 2018: 1-8 - [c9]Bruno Brandoli Machado, Gabriel Spadon
, Mauro S. Arruda, Wesley Nunes Gonçalves, André C. P. L. F. de Carvalho
, José F. Rodrigues Jr.:
A smartphone application to measure the quality of pest control spraying machines via image analysis. SAC 2018: 956-963 - [i8]Gabriel Spadon, Bruno Brandoli Machado, Danilo Medeiros Eler, José Fernando Rodrigues Jr.:
A distance-based tool-set to track inconsistent urban structures through complex-networks. CoRR abs/1803.09136 (2018) - 2017
- [j6]Leonardo F. S. Scabini
, Danilo O. Fistarol, Sávio Vinícius Albieri Barone Cantero, Wesley Nunes Gonçalves, Bruno Brandoli Machado, José F. Rodrigues Jr.:
Angular descriptors of complex networks: A novel approach for boundary shape analysis. Expert Syst. Appl. 89: 362-373 (2017) - [j5]Everton Castelao Tetila
, Bruno Brandoli Machado
, Nicolas Alessandro de Souza Belete
, David Augusto Guimaraes, Hemerson Pistori
:
Identification of Soybean Foliar Diseases Using Unmanned Aerial Vehicle Images. IEEE Geosci. Remote. Sens. Lett. 14(12): 2190-2194 (2017) - [c8]Gabriel Spadon
, Lucas C. Scabora, Paulo H. Oliveira
, Marcus V. S. Araujo, Bruno Brandoli Machado, Elaine P. M. de Sousa
, Caetano Traina Jr., José F. Rodrigues Jr.:
Behavioral Characterization of Criminality Spread in Cities. ICCS 2017: 2537-2541 - [i7]Bruno Brandoli Machado, Gabriel Spadon, Mauro S. Arruda, Wesley Nunes Gonçalves, André C. P. L. F. de Carvalho, José F. Rodrigues Jr.:
A smartphone application to measure the quality of pest control spraying machines via image analysis. CoRR abs/1711.07828 (2017) - 2016
- [b1]Bruno Brandoli Machado:
Análise de texturas usando sistemas complexos: dimensão fractal, multiagentes e difusão não-linear. University of São Paulo, Brazil, 2016 - [j4]Rillian Diello Lucas Pires, Diogo Nunes Gonçalves, Jonatan Patrick Margarido Oruê, Wesley Eiji Sanches Kanashiro, José F. Rodrigues Jr.
, Bruno Brandoli Machado, Wesley Nunes Gonçalves:
Local descriptors for soybean disease recognition. Comput. Electron. Agric. 125: 48-55 (2016) - [j3]Bruno Brandoli Machado, Jonatan Patrick Oruê, Mauro S. Arruda, Cleidimar Santos, Diogo Sarath, Wesley Nunes Gonçalves, Gercina Gonçalves da Silva, Hemerson Pistori
, Antonia Railda Roel
, José F. Rodrigues Jr.:
BioLeaf: A professional mobile application to measure foliar damage caused by insect herbivory. Comput. Electron. Agric. 129: 44-55 (2016) - [i6]Bruno Brandoli Machado, Jonatan Patrick Oruê, Mauro S. Arruda, Cleidimar Santos, Diogo Sarath, Wesley Nunes Gonçalves, Gercina Gonçalves da Silva, Hemerson Pistori, Antonia Railda Roel, José F. Rodrigues Jr.:
BioLeaf: a professional mobile application to measure foliar damage caused by insect herbivory. CoRR abs/1609.08004 (2016) - [i5]Gabriel Spadon, Lucas C. Scabora, Marcus V. S. Araujo, Paulo H. Oliveira, Bruno Brandoli Machado, Elaine P. M. de Sousa, Caetano Traina Jr., José F. Rodrigues Jr.:
Complex Network Tools to Understand the Behavior of Criminality in Urban Areas. CoRR abs/1612.06115 (2016) - 2015
- [j2]Wesley Nunes Gonçalves
, Bruno Brandoli Machado, Odemir Martinez Bruno
:
A complex network approach for dynamic texture recognition. Neurocomputing 153: 211-220 (2015) - 2013
- [i4]Bruno Brandoli Machado, Wesley Nunes Gonçalves, Odemir Martinez Bruno:
Material quality assessment of silk nanofibers based on swarm intelligence. CoRR abs/1303.3152 (2013) - [i3]Wesley Nunes Gonçalves, Bruno Brandoli Machado, Odemir Martinez Bruno:
Texture descriptor combining fractal dimension and artificial crawlers. CoRR abs/1311.5290 (2013) - 2012
- [i2]Wesley Nunes Gonçalves, Bruno Brandoli Machado, Odemir Martinez Bruno:
Spatiotemporal Gabor filters: a new method for dynamic texture recognition. CoRR abs/1201.3612 (2012) - [i1]Bruno Brandoli Machado, Wesley Nunes Gonçalves, Odemir Martinez Bruno:
Image decomposition with anisotropic diffusion applied to leaf-texture analysis. CoRR abs/1201.4139 (2012) - 2011
- [c7]Bruno Brandoli Machado, Wesley Nunes Gonçalves, Odemir Martinez Bruno
:
Enhancing the Texture Attribute with Partial Differential Equations: A Case of Study with Gabor Filters. ACIVS 2011: 337-348 - 2010
- [j1]Hemerson Pistori
, Valguima Victoria Viana Aguiar Odakura, João Bosco Oliveira Monteiro, Wesley Nunes Gonçalves, Antonia Railda Roel
, Jonathan de Andrade Silva, Bruno Brandoli Machado:
Mice and larvae tracking using a particle filter with an auto-adjustable observation model. Pattern Recognit. Lett. 31(4): 337-346 (2010) - [c6]Sérgio Francisco da Silva, Bruno Brandoli, Danilo Medeiros Eler, João Batista Neto, Agma J. M. Traina:
Silhouette-based feature selection for classification of medical images. CBMS 2010: 315-320 - [c5]Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Bruno Brandoli Machado, Hemerson Pistori
, Albert Schiaveto de Souza
, Kleber Padovani de Souza:
Comparison of Shape Descriptors for Mice Behavior Recognition. CIARP 2010: 370-377 - [c4]Frizzi Alejandra San Roman Salazar, Bruno Brandoli Machado, Alexander Victor Ocsa Mamani, Maria Cristina Ferreira de Oliveira
:
Cloth Simulation Using AABB Hierarchies and GPU Parallelism. SBGames 2010: 97-107 - [c3]Bruno Brandoli, Danilo Medeiros Eler, Fernando Vieira Paulovich
, Rosane Minghim
, João Batista Neto:
Visual Data Exploration to Feature Space Definition. SIBGRAPI 2010: 32-39
2000 – 2009
- 2007
- [c2]Wesley Nunes Gonçalves, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza
:
Hidden Markov Models Applied to Snakes Behavior Identification. PSIVT 2007: 777-787 - [c1]Wesley Nunes Gonçalves, João Bosco Oliveira Monteiro, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori
, Valguima Odakura:
Multiple Mice Tracking using a Combination of Particle Filter and K-Means. SIBGRAPI 2007: 173-178
Coauthor Index
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last updated on 2024-08-05 21:12 CEST by the dblp team
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