A Two Stage Clustering Method Combining Self-Organizing Maps and Ant K-Means. - Jefferson R. Souza; Teresa Bernarda Ludermir; Leandro M. Almeida (ICANN (1), 2009)

Evaluating the impact of the number of access points in mobile robots localization using artificial neural networks. - Gustavo Pessin; Fernando Santos Osório; Jo Ueyama; Jefferson R. Souza; Denis F. Wolf; Torsten Braun; Patrícia Amâncio Vargas (COMSWARE, 2011)

Vision-Based Autonomous Navigation Using Supervised Learning Techniques. - Jefferson R. Souza; Gustavo Pessin; Fernando Santos Osório; Denis F. Wolf (EANN, 2011)

Template-based autonomous navigation in urban environments. - Jefferson R. Souza; Daniel O. Sales; Patrick Yuri Shinzato; Fernando Santos Osório; Denis F. Wolf (SAC, 2011)

Evolving an Indoor Robotic Localization System Based on Wireless Networks. - Gustavo Pessin; Fernando Santos Osório; Jefferson R. Souza; Fausto G. Costa; Jó Ueyama; Denis F. Wolf; Torsten Braun; Patrícia A. Vargas (EANN, 2012)

Vision and GPS-based autonomous vehicle navigation using templates and artificial neural networks. - Jefferson R. Souza; Gustavo Pessin; Gustavo B. Eboli; Caio César Teodoro Mendes; Fernando Santos Osório; Denis F. Wolf (SAC, 2012)

Combining Evolution and Training in a Robotic Controller for Autonomous Vehicle Navigation. - Jefferson Rodrigo de Souza; Gustavo Pessin; Fernando Santos Osório; Denis Fernando Wolf; Patrícia Amâncio Vargas (TAROS, 2012)

Investigation on the Evolution of an Indoor robotic Localization System Based on Wireless Networks. - Gustavo Pessin; Fernando Santos Osório; Jefferson R. Souza; Jó Ueyama; Fausto G. Costa; Denis F. Wolf; Desislava C. Dimitrova; Torsten Braun; Patrícia Amâncio Vargas (Appl. Artif. Intell., 2013)

Vision-based waypoint following using templates and artificial neural networks. - Jefferson R. Souza; Gustavo Pessin; Patrick Yuri Shinzato; Fernando Santos Osório; Denis F. Wolf (Neurocomputing, 2013)

Bayesian optimisation for active perception and smooth navigation. - Jefferson R. Souza; Román Marchant; Lionel Ott; Denis Fernando Wolf; Fabio Ramos 001 (ICRA, 2014)

Investigation on the evolution of a robotic controller for autonomous vehicle navigation. - Gustavo Pessin; Jefferson R. Souza; Fernando Santos Osório; Bruno S. Faiçal; Geraldo P. R. Filho; Jó Ueyama; Patrícia A. Vargas; Denis Fernando Wolf (J. Intell. Fuzzy Syst., 2014)

CaRINA Intelligent Robotic Car: Architectural design and applications. - Leandro Carlos Fernandes; Jefferson R. Souza; Gustavo Pessin; Patrick Yuri Shinzato; Daniel O. Sales; Caio César Teodoro Mendes; Marcos Prado; Rafael Luiz Klaser; André Chaves Magalhães; Alberto Yukinobu Hata; Daniel F. Pigatto; Kalinka Regina Lucas Jaquie Castelo Branco; et al. (J. Syst. Archit., 2014)

Autonomous navigation for mobile robots using supervised learning. - Jefferson Rodrigo de Souza (2014)

Automatic detection of Ceratocystis wilt in Eucalyptus crops from aerial images. - Jefferson R. Souza; Caio César Teodoro Mendes; Vitor Campanholo Guizilini; Kelen Cristiane Teixeira Vivaldini; Adimara Colturato; Fabio Tozeto Ramos; Denis Fernando Wolf (ICRA, 2015)

Path Planning and Autonomous Navigation using AMCL and AD. - Lucas P. N. Matias; Tiago C. dos Santos; Denis F. Wolf; Jefferson R. Souza (LARS/SBR, 2015)

The Impact of DoS Attacks on the AR.Drone 2.0. - Gabriel Vasconcelos; Gabriel L. A. Carrijo; Rodrigo Sanches Miani; Jefferson R. Souza; Vitor Guizilini (LARS/SBR, 2016)

Automatic detection of fruits in coffee crops from aerial images. - Gabriel L. A. Carrijo; Danilo E. Oliveira; Gleice A. de Assis; Murillo G. Carneiro; Vitor Campanholo Guizilini; Jefferson R. Souza (LARS/SBR, 2017)

Autonomous Shopping Cart: A New Concept of Service Robot for Assisting Customers. - Raulcezar M. F. Alves; Brian Admas Linhares; Jefferson R. Souza (LARS/SBR/WRE, 2018)

Failure Detection in Row Crops From UAV Images Using Morphological Operators. - Henrique Candido de Oliveira; Vitor Campanholo Guizilini; Israel P. Nunes; Jefferson R. Souza (IEEE Geosci. Remote. Sens. Lett., 2018)

Use of cytomorphometry for classification of subcellular patterns in 3D images. - Eduardo Henrique Silva; Jefferson Rodrigo de Souza; Bruno Augusto Nassif Travençolo (RITA, 2018)

Analysis of nematodes in coffee crops at different altitudes using aerial images. - Alexandre J. Oliveira; Gleice A. de Assis; Elaine R. Faria; Jefferson R. Souza; Kelen Cristiane Teixeira Vivaldini; Vitor Guizilini; Fabio Ramos 001; Caio César Teodoro Mendes; Denis F. Wolf (EUSIPCO, 2019)

Segmenting and Detecting Nematode in Coffee Crops Using Aerial Images. - Alexandre J. Oliveira; Gleice A. de Assis; Vitor Guizilini; Elaine R. Faria; Jefferson R. Souza (ICVS, 2019)

VeIGAN: Vectorial Inpainting Generative Adversarial Network for Depth Maps Object Removal. - Lucas P. N. Matias; Marc Sons; Jefferson R. Souza; Denis F. Wolf; Christoph Stiller (IV, 2019)

A Proposal of an Animal Detection System Using Machine Learning. - William H. S. Antônio; Matheus Da Silva; Rodrigo Sanches Miani; Jefferson R. Souza (Appl. Artif. Intell., 2019)

UAV route planning for active disease classification. - Kelen Cristiane Teixeira Vivaldini; Thiago H. Martinelli; Vitor Campanholo Guizilini; Jefferson R. Souza; Matheus Della Croce Oliveira; Fabio T. Ramos 001; Denis F. Wolf (Auton. Robots, 2019)

Environment reconstruction on depth images using Generative Adversarial Networks. - Lucas P. N. Matias; Jefferson R. Souza; Denis F. Wolf (CoRR, 2019)

Evaluation of DoS attacks on Commercial Wi-Fi-Based UAVs. - Gabriel Vasconcelos; Rodrigo Sanches Miani; Vitor Guizlini; Jefferson R. Souza (Int. J. Commun. Networks Inf. Secur., 2019)

Variability Evaluation of CNNs using Cross-validation on Viruses Images. - André R. de Geus; André R. Backes; Jefferson R. Souza (VISIGRAPP (4: VISAPP), 2020)

Application of U-Net and Auto-Encoder to the Road/Non-road Classification of Aerial Imagery in Urban Environments. - Amanda Spolti; Vitor Campanholo Guizilini; Caio C. T. Mendes; Matheus D. Croce; André R. de Geus; Henrique Candido de Oliveira; André R. Backes; Jefferson R. Souza (VISIGRAPP (4: VISAPP), 2020)

An analysis of timber sections and deep learning for wood species classification. - André R. de Geus; Sérgio F. da Silva; Alexandre B. Gontijo; Flávio de Oliveira Silva 001; Marcos Aurélio Batista; Jefferson R. Souza (Multim. Tools Appl., 2020)

Classification of static infrared images using pre-trained CNN for breast cancer detection. - Caroline Barcelos Gonçalves; Jefferson R. Souza; Henrique C. Fernandes (CBMS, 2021)

Contaminated Soil Detection: A Proposal Using Machine Learning and Hyperspectral Imaging. - Fernando H. Oliveira Duarte; Levi Welington de Resende Filho; Héctor Azpúrua; André Almeida Santos; Jefferson R. Souza; Gustavo Pessin; Rosa Elvira Correa Pabon (EANN, 2021)

Metodos de Agrupamentos em dois Estagios. - Jefferson R. Souza; Teresa Bernarda Ludermir (CoRR, 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)

CNN optimization using surrogate evolutionary algorithm for breast cancer detection using infrared images. - Caroline Barcelos Gonçalves; Jefferson R. Souza; Henrique C. Fernandes (CBMS, 2022)

Online Route Scheduling for a Team of Service Robots with MOEAs and mTSP Model. - Raúl Alves; Clênio E. Silva; Jefferson R. Souza (EANN, 2022)

Route Scheduling System for Multiple Self-driving Cars Using K-means and Bio-inspired Algorithms. - Clênio E. Silva; Tiago S. César; Iago Pachêco Gomes; Júnior A. R. Silva; Denis F. Wolf; Raulcezar M. F. Alves; Jefferson R. Souza (EANN, 2022)

Traffic Classification of Home Network Devices using Supervised Learning. - Adriano A. M. de Resende; Pedro H. A. D. de Melo; Jefferson R. Souza; Renan G. Cattelan; Rodrigo Sanches Miani (ICAART (3), 2022)

CNN architecture optimization using bio-inspired algorithms for breast cancer detection in infrared images. - Caroline Barcelos Gonçalves; Jefferson R. Souza; Henrique C. Fernandes (Comput. Biol. Medicine, 2022)

Novelty detection in UAV images to identify emerging threats in eucalyptus crops. - Luiz F. S. Coletta; Douglas C. de Almeida; Jefferson R. Souza; Rodrigo Lilla Manzione (Comput. Electron. Agric., 2022)

Scheduling System for Multiple Self-driving Cars Using K-Means and Bio-inspired Optimization Algorithms. - Clênio E. Silva; Tiago S. César; Iago Pachêco Gomes; Júnior A. R. Silva; Denis F. Wolf; Raulcezar M. F. Alves; Jefferson R. Souza (SN Comput. Sci., 2023)

Neural Networks for Classification of Immunofixation Electrophoresis Tests. - Alexandre C. Vilarinho Filho; Leandro N. Couto; Jefferson R. Souza (ISNN, 2024)

Classification of Coffee Leaves Using Smartphone Images and Convolutional Neural Networks. - Fellipe A. Prates; Jefferson R. Souza; Marcelo P. Silva (ISNN, 2024)