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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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