Hidden Markov Models Applied to Snakes Behavior Identification. - Wesley Nunes Gonçalves; Jonathan de Andrade Silva; Bruno Brandoli Machado; Hemerson Pistori; Albert Schiaveto de Souza (PSIVT, 2007)

Multiple Mice Tracking using a Combination of Particle Filter and K-Means. - Wesley Nunes Gonçalves; João Bosco Oliveira Monteiro; Jonathan de Andrade Silva; Bruno Brandoli Machado; Hemerson Pistori; Valguima Odakura (SIBGRAPI, 2007)

Silhouette-based feature selection for classification of medical images. - Sérgio Francisco da Silva; Bruno Brandoli; Danilo Medeiros Eler; João Batista Neto; Agma J. M. Traina (CBMS, 2010)

Comparison of Shape Descriptors for Mice Behavior Recognition. - Jonathan de Andrade Silva; Wesley Nunes Gonçalves; Bruno Brandoli Machado; Hemerson Pistori; Albert Schiaveto de Souza; Kleber Padovani de Souza (CIARP, 2010)

Cloth Simulation Using AABB Hierarchies and GPU Parallelism. - Frizzi Alejandra San Roman Salazar; Bruno Brandoli Machado; Alexander Victor Ocsa Mamani; Maria Cristina Ferreira de Oliveira (SBGames, 2010)

Visual Data Exploration to Feature Space Definition. - Bruno Brandoli; Danilo Medeiros Eler; Fernando Vieira Paulovich; Rosane Minghim; João Batista Neto (SIBGRAPI, 2010)

Mice and larvae tracking using a particle filter with an auto-adjustable observation model. - Hemerson Pistori; Valguima Victoria Viana Aguiar Odakura; João Bosco Oliveira Monteiro; Wesley Nunes Gonçalves; Antonia Railda Roel; Jonathan de Andrade Silva; Bruno Brandoli Machado (Pattern Recognit. Lett., 2010)

Enhancing the Texture Attribute with Partial Differential Equations: A Case of Study with Gabor Filters. - Bruno Brandoli Machado; Wesley Nunes Gonçalves; Odemir Martinez Bruno (ACIVS, 2011)

Spatiotemporal Gabor filters: a new method for dynamic texture recognition - Wesley Nunes Gonçalves; Bruno Brandoli Machado; Odemir Martinez Bruno (CoRR, 2012)

Image decomposition with anisotropic diffusion applied to leaf-texture analysis - Bruno Brandoli Machado; Wesley Nunes Gonçalves; Odemir Martinez Bruno (CoRR, 2012)

Texture descriptor combining fractal dimension and artificial crawlers. - Wesley Nunes Gonçalves; Bruno Brandoli Machado; Odemir Martinez Bruno (CoRR, 2013)

Material quality assessment of silk nanofibers based on swarm intelligence - Bruno Brandoli Machado; Wesley Nunes Gonçalves; Odemir Martinez Bruno (CoRR, 2013)

A complex network approach for dynamic texture recognition. - Wesley Nunes Gonçalves; Bruno Brandoli Machado; Odemir Martinez Bruno (Neurocomputing, 2015)

BioLeaf: A professional mobile application to measure foliar damage caused by insect herbivory. - 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. (Comput. Electron. Agric., 2016)

Local descriptors for soybean disease recognition. - 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 (Comput. Electron. Agric., 2016)

Complex Network Tools to Understand the Behavior of Criminality in Urban Areas. - 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. (CoRR, 2016)

Análise de texturas usando sistemas complexos: dimensão fractal, multiagentes e difusão não-linear. - Bruno Brandoli Machado (2016)

Behavioral Characterization of Criminality Spread in Cities. - 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. (ICCS, 2017)

Angular descriptors of complex networks: A novel approach for boundary shape analysis. - Leonardo F. S. Scabini; Danilo O. Fistarol; Sávio Vinícius Albieri Barone Cantero; Wesley Nunes Gonçalves; Bruno Brandoli Machado; José F. Rodrigues Jr. (Expert Syst. Appl., 2017)

Identification of Soybean Foliar Diseases Using Unmanned Aerial Vehicle Images. - Everton Castelao Tetila; Bruno Brandoli Machado; Nicolas Alessandro de Souza Belete; David Augusto Guimaraes; Hemerson Pistori (IEEE Geosci. Remote. Sens. Lett., 2017)

A Distance-Based Tool-Set to Track Inconsistent Urban Structures Through Complex-Networks. - Gabriel Spadon; Bruno Brandoli Machado; Danilo Medeiros Eler; José F. Rodrigues Jr. (ICCS (1), 2018)

Recognition of Endangered Pantanal Animal Species using Deep Learning Methods. - Mauro dos Santos de Arruda; Gabriel Spadon; José F. Rodrigues Jr.; Wesley Nunes Gonçalves; Bruno Brandoli Machado (IJCNN, 2018)

A smartphone application to measure the quality of pest control spraying machines via image analysis. - Bruno Brandoli Machado; Gabriel Spadon; Mauro S. Arruda; Wesley Nunes Gonçalves; André C. P. L. F. de Carvalho; José F. Rodrigues Jr. (SAC, 2018)

Estimating soybean leaf defoliation using convolutional neural networks and synthetic images. - Lucas Abreu da Silva; Patrik Olã Bressan; Diogo Nunes Gonçalves; Daniel Matte Freitas; Bruno Brandoli Machado; Wesley Nunes Gonçalves (Comput. Electron. Agric., 2019)

Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls. - José F. Rodrigues Jr.; Gabriel Spadon; Bruno Brandoli; Sihem Amer-Yahia (CoRR, 2019)

Detecting multi-scale distance-based inconsistencies in cities through complex-networks. - Gabriel Spadon; Bruno Brandoli; Danilo Medeiros Eler; José F. Rodrigues Jr. (J. Comput. Sci., 2019)

Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments. - Mohammad Etemad; Nader Zare; Mahtab Sarvmaili; Amílcar Soares Júnior 001; Bruno Brandoli Machado; Stan Matwin (Canadian AI, 2020)

Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning. - Lucas May Petry; Amílcar Soares Júnior 001; Vania Bogorny; Bruno Brandoli; Stan Matwin (Canadian AI, 2020)

DermaDL: Advanced Convolutional Neural Networks for Automated Melanoma Detection. - José F. Rodrigues Jr.; Bruno Brandoli; Sihem Amer-Yahia (CBMS, 2020)

Lig-Doctor: Real-World Clinical Prognosis using a Bi-Directional Neural Network. - José F. Rodrigues Jr.; Gabriel Spadon; Bruno Brandoli; Sihem Amer-Yahia (CBMS, 2020)

Uncovering vessel movement patterns from AIS data with graph evolution analysis. - Emanuele Carlini; Vinicius Monteiro de Lira; Amílcar Soares Júnior 001; Mohammad Etemad; Bruno Brandoli Machado; Stan Matwin (EDBT/ICDT Workshops, 2020)

A class-based evaluation approach to assess multidimensional projections. - Jaqueline Teixeira; Wilson Estécio Marcílio; Danilo Medeiros Eler; Almir O. Artero; Bruno Brandoli (IV, 2020)

Detection and classification of soybean pests using deep learning with UAV images. - Everton Castelão Tetila; Bruno Brandoli Machado; Gilberto Astolfi; Nicolas Alessandro de Souza Belete; Willian Paraguassu Amorim; Antonia Railda Roel; Hemerson Pistori (Comput. Electron. Agric., 2020)

DropLeaf: a precision farming smartphone application for measuring pesticide spraying methods. - Bruno Brandoli; Gabriel Spadon; Travis J. Esau; Patrick Hennessy; André C. P. L. F. de Carvalho; José F. Rodrigues Jr.; Sihem Amer-Yahia (CoRR, 2020)

A Deep-Learning Approach for Automatic Counting of Soybean Insect Pests. - Everton Castelão Tetila; Bruno Brandoli Machado; Geazy Vilharva Menezes; Nicolas Alessandro de Souza Belete; Gilberto Astolfi; Hemerson Pistori (IEEE Geosci. Remote. Sens. Lett., 2020)

Automatic Recognition of Soybean Leaf Diseases Using UAV Images and Deep Convolutional Neural Networks. - 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 (IEEE Geosci. Remote. Sens. Lett., 2020)

DropLeaf: A precision farming smartphone tool for real-time quantification of pesticide application coverage. - Bruno Brandoli; Gabriel Spadon; Travis J. Esau; Patrick Hennessy; André C. P. L. F. de Carvalho; Sihem Amer-Yahia; José F. Rodrigues Jr. (Comput. Electron. Agric., 2021)

Continuous Control with Deep Reinforcement Learning for Autonomous Vessels. - Nader Zare; Bruno Brandoli; Mahtab Sarvmaili; Amílcar Soares 001; Stan Matwin (CoRR, 2021)

Convolutional module for heart localization and segmentation in MRI. - Daniel Mario de Lima; Catharine V. Graves; Marco A. Gutierrez 001; Bruno Brandoli; José Fernando Rodrigues Jr. (CoRR, 2021)

Associative classification model for forecasting stock market trends. - Everton Castelão Tetila; Bruno Brandoli Machado; Jose F. Rorigues Jr.; Diego A. Zanoni; Nicolas Alessandro de Souza Belete; Thayliny Zardo; Michel Constantino; Hemerson Pistori (Int. J. Bus. Intell. Data Min., 2021)

LIG-Doctor: Efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks. - José F. Rodrigues Jr.; Marco A. Gutierrez 001; Gabriel Spadon; Bruno Brandoli; Sihem Amer-Yahia (Inf. Sci., 2021)

Aircraft Fuselage Corrosion Detection Using Artificial Intelligence. - Bruno Brandoli; André R. de Geus; Jefferson R. Souza; Gabriel Spadon; Amílcar Soares Júnior 001; José F. Rodrigues Jr.; Jerzy Komorowski; Stan Matwin (Sensors, 2021)

DermaDL: Advanced Convolutional Neural Networks for Computer-Aided Skin-Lesion Classification. - Daniel Mario de Lima; José F. Rodrigues Jr.; Bruno Brandoli; Lorraine Goeuriot; Sihem Amer-Yahia (SN Comput. Sci., 2021)

Full Motion Focus: Convolutional Module for Improved Left Ventricle Segmentation Over 4D MRI. - Daniel Mario de Lima; Catharine V. Graves; Marco A. Gutierrez 001; Bruno Brandoli; José F. Rodrigues Jr. (ICIAP (1), 2022)

A Topological Perspective of Port Networks From Three Years (2017-2019) of AIS Data. - Emanuele Carlini; Vinicius Monteiro de Lira; Amílcar Soares 001; Mohammad Etemad; Bruno Brandoli; Stan Matwin (SEBD, 2022)

From multiple aspect trajectories to predictive analysis: a case study on fishing vessels in the Northern Adriatic sea. - Bruno Brandoli; Alessandra Raffaetà; Marta Simeoni; Pedram Adibi; Fateha Khanam Bappee; Fabio Pranovi; Giulia Rovinelli; Elisabetta Russo; Claudio Silvestri; Amílcar Soares 001; Stan Matwin (GeoInformatica, 2022)

Understanding evolution of maritime networks from automatic identification system data. - Emanuele Carlini; Vinicius Monteiro de Lira; Amílcar Soares 001; Mohammad Etemad; Bruno Brandoli; Stan Matwin (GeoInformatica, 2022)

Pay Attention to Evolution: Time Series Forecasting With Deep Graph-Evolution Learning. - Gabriel Spadon; Shenda Hong; Bruno Brandoli; Stan Matwin; José F. Rodrigues Jr.; Jimeng Sun 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

What Makes a Place Feel Safe? Analyzing Street View Images to Identify Relevant Visual Elements. - Felipe Moreno Vera; Bruno Brandoli; Jorge Poco (WI/IAT, 2024)