Jefferson R. Souza

40 papers A* 2B 2C 9Misc 2Journal 15Unranked 10

Year	Rank	Type	Title / Venue / Authors
2024	C	`conf`	Classification of Coffee Leaves Using Smartphone Images and Convolutional Neural Networks. ISNN Fellipe A. Prates, Jefferson R. Souza, Marcelo P. Silva
2024	C	`conf`	Neural Networks for Classification of Immunofixation Electrophoresis Tests. ISNN Alexandre C. Vilarinho Filho, Leandro N. Couto, Jefferson R. Souza
2023	J	`jnl`	Scheduling System for Multiple Self-driving Cars Using K-Means and Bio-inspired Optimization Algorithms. SN Comput. Sci. Clênio E. Silva, Tiago S. César, Iago Pachêco Gomes, Júnior A. R. Silva, Denis F. Wolf, Raulcezar M. F. Alves, Jefferson R. Souza
2022	J	`jnl`	CNN architecture optimization using bio-inspired algorithms for breast cancer detection in infrared images. Comput. Biol. Medicine Caroline Barcelos Gonçalves, Jefferson R. Souza, Henrique C. Fernandes
2022	B	`conf`	CNN optimization using surrogate evolutionary algorithm for breast cancer detection using infrared images. CBMS Caroline Barcelos Gonçalves, Jefferson R. Souza, Henrique C. Fernandes
2022	J	`jnl`	Novelty detection in UAV images to identify emerging threats in eucalyptus crops. Comput. Electron. Agric. Luiz F. S. Coletta, Douglas C. de Almeida, Jefferson R. Souza, Rodrigo Lilla Manzione
2022	C	`conf`	Online Route Scheduling for a Team of Service Robots with MOEAs and mTSP Model. EANN Raúl Alves, Clênio E. Silva, Jefferson R. Souza
2022	C	`conf`	Route Scheduling System for Multiple Self-driving Cars Using K-means and Bio-inspired Algorithms. EANN Clênio E. Silva, Tiago S. César, Iago Pachêco Gomes, Júnior A. R. Silva, Denis F. Wolf, Raulcezar M. F. Alves, Jefferson R. Souza
2022	—	`conf`	Traffic Classification of Home Network Devices using Supervised Learning. ICAART (3) Adriano A. M. de Resende, Pedro H. A. D. de Melo, Jefferson R. Souza, Renan G. Cattelan, Rodrigo Sanches Miani
2021	J	`jnl`	Aircraft Fuselage Corrosion Detection Using Artificial Intelligence. Sensors Bruno Brandoli, André R. de Geus, Jefferson R. Souza, Gabriel Spadon, Amílcar Soares Júnior, José F. Rodrigues Jr., Jerzy Komorowski, Stan Matwin
2021	B	`conf`	Classification of static infrared images using pre-trained CNN for breast cancer detection. CBMS Caroline Barcelos Gonçalves, Jefferson R. Souza, Henrique C. Fernandes
2021	C	`conf`	Contaminated Soil Detection: A Proposal Using Machine Learning and Hyperspectral Imaging. EANN Fernando H. Oliveira Duarte, Levi Welington de Resende Filho, Héctor Azpúrua, André Almeida Santos, Jefferson R. Souza, Gustavo Pessin, Rosa Elvira Correa Pabon
2021	J	`jnl`	Metodos de Agrupamentos em dois Estagios. CoRR Jefferson R. Souza, Teresa Bernarda Ludermir
2020	J	`jnl`	An analysis of timber sections and deep learning for wood species classification. Multim. Tools Appl. André R. de Geus, Sérgio F. da Silva, Alexandre B. Gontijo, Flávio de Oliveira Silva, Marcos Aurélio Batista, Jefferson R. Souza
2020	—	`conf`	Application of U-Net and Auto-Encoder to the Road/Non-road Classification of Aerial Imagery in Urban Environments. VISIGRAPP (4: VISAPP) 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
2020	—	`conf`	Variability Evaluation of CNNs using Cross-validation on Viruses Images. VISIGRAPP (4: VISAPP) André R. de Geus, André R. Backes, Jefferson R. Souza
2019	J	`jnl`	A Proposal of an Animal Detection System Using Machine Learning. Appl. Artif. Intell. William H. S. Antônio, Matheus Da Silva, Rodrigo Sanches Miani, Jefferson R. Souza
2019	—	`conf`	Analysis of nematodes in coffee crops at different altitudes using aerial images. EUSIPCO Alexandre J. Oliveira, Gleice A. de Assis, Elaine R. Faria, Jefferson R. Souza, Kelen Cristiane Teixeira Vivaldini, Vitor Guizilini, Fabio Ramos, Caio César Teodoro Mendes, Denis F. Wolf
2019	J	`jnl`	Environment reconstruction on depth images using Generative Adversarial Networks. CoRR Lucas P. N. Matias, Jefferson R. Souza, Denis F. Wolf
2019	J	`jnl`	Evaluation of DoS attacks on Commercial Wi-Fi-Based UAVs. Int. J. Commun. Networks Inf. Secur. Gabriel Vasconcelos, Rodrigo Sanches Miani, Vitor Guizlini, Jefferson R. Souza
2019	C	`conf`	Segmenting and Detecting Nematode in Coffee Crops Using Aerial Images. ICVS Alexandre J. Oliveira, Gleice A. de Assis, Vitor Guizilini, Elaine R. Faria, Jefferson R. Souza
2019	J	`jnl`	UAV route planning for active disease classification. Auton. Robots Kelen Cristiane Teixeira Vivaldini, Thiago H. Martinelli, Vitor Campanholo Guizilini, Jefferson R. Souza, Matheus Della Croce Oliveira, Fabio T. Ramos, Denis F. Wolf
2019	C	`conf`	VeIGAN: Vectorial Inpainting Generative Adversarial Network for Depth Maps Object Removal. IV Lucas P. N. Matias, Marc Sons, Jefferson R. Souza, Denis F. Wolf, Christoph Stiller
2018	—	`conf`	Autonomous Shopping Cart: A New Concept of Service Robot for Assisting Customers. LARS/SBR/WRE Raulcezar M. F. Alves, Brian Admas Linhares, Jefferson R. Souza
2018	J	`jnl`	Failure Detection in Row Crops From UAV Images Using Morphological Operators. IEEE Geosci. Remote. Sens. Lett. Henrique Candido de Oliveira, Vitor Campanholo Guizilini, Israel P. Nunes, Jefferson R. Souza
2017	—	`conf`	Automatic detection of fruits in coffee crops from aerial images. LARS/SBR Gabriel L. A. Carrijo, Danilo E. Oliveira, Gleice A. de Assis, Murillo G. Carneiro, Vitor Campanholo Guizilini, Jefferson R. Souza
2016	—	`conf`	The Impact of DoS Attacks on the AR.Drone 2.0. LARS/SBR Gabriel Vasconcelos, Gabriel L. A. Carrijo, Rodrigo Sanches Miani, Jefferson R. Souza, Vitor Guizilini
2015	A*	`conf`	Automatic detection of Ceratocystis wilt in Eucalyptus crops from aerial images. ICRA Jefferson R. Souza, Caio César Teodoro Mendes, Vitor Campanholo Guizilini, Kelen Cristiane Teixeira Vivaldini, Adimara Colturato, Fabio Tozeto Ramos, Denis Fernando Wolf
2015	—	`conf`	Path Planning and Autonomous Navigation using AMCL and AD. LARS/SBR Lucas P. N. Matias, Tiago C. dos Santos, Denis F. Wolf, Jefferson R. Souza
2014	A*	`conf`	Bayesian optimisation for active perception and smooth navigation. ICRA Jefferson R. Souza, Román Marchant, Lionel Ott, Denis Fernando Wolf, Fabio Ramos
2014	J	`jnl`	CaRINA Intelligent Robotic Car: Architectural design and applications. J. Syst. Archit. 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, Valdir Grassi Jr., Fernando Santos Osório, Denis F. Wolf
2014	J	`jnl`	Investigation on the evolution of a robotic controller for autonomous vehicle navigation. J. Intell. Fuzzy Syst. Gustavo Pessin, Jefferson R. Souza, Fernando Santos Osório, Bruno S. Faiçal, Geraldo P. R. Filho, Jó Ueyama, Patrícia A. Vargas, Denis Fernando Wolf
2013	J	`jnl`	Investigation on the Evolution of an Indoor robotic Localization System Based on Wireless Networks. Appl. Artif. Intell. Gustavo Pessin, Fernando Santos Osório, Jefferson R. Souza, Jó Ueyama, Fausto G. Costa, Denis F. Wolf, Desislava C. Dimitrova, Torsten Braun, Patrícia Amâncio Vargas
2013	J	`jnl`	Vision-based waypoint following using templates and artificial neural networks. Neurocomputing Jefferson R. Souza, Gustavo Pessin, Patrick Yuri Shinzato, Fernando Santos Osório, Denis F. Wolf
2012	C	`conf`	Evolving an Indoor Robotic Localization System Based on Wireless Networks. EANN Gustavo Pessin, Fernando Santos Osório, Jefferson R. Souza, Fausto G. Costa, Jó Ueyama, Denis F. Wolf, Torsten Braun, Patrícia A. Vargas
2012	Misc	`conf`	Vision and GPS-based autonomous vehicle navigation using templates and artificial neural networks. SAC Jefferson R. Souza, Gustavo Pessin, Gustavo B. Eboli, Caio César Teodoro Mendes, Fernando Santos Osório, Denis F. Wolf
2011	—	`conf`	Evaluating the impact of the number of access points in mobile robots localization using artificial neural networks. COMSWARE Gustavo Pessin, Fernando Santos Osório, Jo Ueyama, Jefferson R. Souza, Denis F. Wolf, Torsten Braun, Patrícia Amâncio Vargas
2011	Misc	`conf`	Template-based autonomous navigation in urban environments. SAC Jefferson R. Souza, Daniel O. Sales, Patrick Yuri Shinzato, Fernando Santos Osório, Denis F. Wolf
2011	C	`conf`	Vision-Based Autonomous Navigation Using Supervised Learning Techniques. EANN Jefferson R. Souza, Gustavo Pessin, Fernando Santos Osório, Denis F. Wolf
2009	—	`conf`	A Two Stage Clustering Method Combining Self-Organizing Maps and Ant K-Means. ICANN (1) Jefferson R. Souza, Teresa Bernarda Ludermir, Leandro M. Almeida