Publications

Journals

  • SKEIKA, E. L. ; LUZ, M. R. ; FERNANDES, BRUNO J. T. ; SIQUEIRA, H. V. ; ANDRADE, M. L. S. C. . Convolutional Neural Network to Detect and Measure Fetal Skull Circumference in Ultrasound Imaging. IEEE Access, v. 8, p. 191519-191529, 2020.

  • GALVAO, Y. M. ; FERREIRA, J. R. B. C. ; ALBUQUERQUE, V. A. ; BARROS, P. V. A. ; FERNANDES, BRUNO J. T. . A Multimodal Approach Using Deep Learning for Fall Detection. EXPERT SYSTEMS WITH APPLICATIONS, v. -, p. -, 2020.

  • MOREIRA, I. ; RIVAS, J. ; NARANJO, F. J. C. ; DAZELEY, R. ; AYALA, A. ; FERNANDES, BRUNO J. T. . Deep Reinforcement Learning with Interactive Feedback in a Human–Robot Environment. Applied Sciences-Basel, v. 10, p. 5574, 2020.

  • ANDRADE, H. J. A. ; FERNANDES, BRUNO J. T. . Synthesis of Satellite-Like Urban Images From Historical Maps Using Conditional GAN. IEEE Geoscience and Remote Sensing Letters, p. 1-4, 2020.

  • CARVALHO, B. M. B. ; FERNANDES, BRUNO J. T. . Método de Reconhecimento e Padronização de Captação para Imagens de Chave Em Protocolos de Manutenção de Estação Radio Base. REVISTA DE ENGENHARIA E PESQUISA APLICADA, v. 5, p. 84-90, 2020.

  • LIMA, M. B. ; LORDSLEEM JUNIOR, A. C. ; RUIZ, R. D. B. ; FERNANDES, BRUNO J. T. ; OLIVEIRA, S. C. ; SANTOS, O. J. . INSPEÇÃO DE MANIFESTAÇÕES PATOLÓGICAS DE FACHADAS EM EDIFÍCIO DE GRANDE ALTURA COM VANT. MIX SUSTENTÁVEL (PRINT), v. 6, p. 111-122, 2020.

  • DE FREITAS, RAFAELA C. ; FERREIRA, JANDERSON ; DE LIMA, SIDNEY M. L. ; FERNANDES, BRUNO JOSÉ T. ; Bezerra, Byron L. D. ; DOS SANTOS, WELLINGTON P. . Gauss-Seidel Extreme Learning Machines. SN Computer Science, v. 1, p. 220, 2020.

  • RUIZ, R. D. B. ; LORDSLEEM JUNIOR, A. C. ; SOUSA NETO, A. F. ; FERNANDES, BRUNO J. T. . Processamento digital de imagens para detecção automática de fissuras em revestimentos cerâmicos de edifícios. AMBIENTE CONSTRUÍDO (ONLINE), v. 20, p. 1, 2020.

  • Rativa, Diego ; FERNANDES, BRUNO J.T. ; ROQUE, ALEXANDRE . Height and Weight Estimation from Anthropometric Measurements Using Machine Learning Regressions. IEEE Journal of Translational Engineering in Health and Medicine, v. PP, p. 1-1, 2018.

  • Soares, Alessandra M. ; Fernandes, Bruno J. T. ; Bastos-Filho, Carmelo J. A. . Structured Pyramidal Neural Networks. International Journal of Neural Systems, v. 1, p. 1750021, 2017.

  • SOARES, A. M. ; FERNANDES, BRUNO J.T. ; BASTOS FILHO, C. J. A. . Pyramidal neural networks with evolved variable receptive fields. Neural Computing & Applications (Print), v. 1, p. 1-11, 2016.

  • BARROS, PABLO ; MACIEL-JUNIOR, NESTOR T. ; FERNANDES, BRUNO J.T. ; BEZERRA, BYRON L.D. ; FERNANDES, SERGIO M.M. . A dynamic gesture recognition and prediction system using the convexity approach. COMPUTER VISION AND IMAGE UNDERSTANDING, v. 155, p. 139-149, 2016.

  • SANTOS, D. G. S. ; FERNANDES, BRUNO J. T. ; BEZERRA, B. L. D. . HAGR-D: A Novel Approach for Gesture Recognition with Depth Maps. Sensors (Basel), v. 15, p. 28646-28664, 2015.

  • Fernandes, Bruno J. T.; CAVALCANTI, GEORGE D. C. ; REN, TSANG I. . Constructive Autoassociative Neural Network for Facial Recognition. Plos One, v. 9, p. e115967, 2014.

  • SANTOS, D. G. S. ; C. NETO, R. ; FERNANDES, BRUNO J. T. ; BEZERRA, B. L. D. . A Dynamic Gesture Recognition System based on CIPBR Algorithm. Polibits, v. 50, p. 13-19, 2014.

  • FERNANDES, BRUNO J. T.; CAVALCANTI, GEORGE D. C. ; REN, TSANG I. . AutoAssociative Pyramidal Neural Network for one class pattern classification with implicit feature extraction. Expert Systems with Applications, p. 7258-7266, 2013.

  • FERNANDES, BRUNO J.T.; CAVALCANTI, GEORGE D. C. ; REN, TSANG I. . Lateral Inhibition Pyramidal Neural Network for Image Classification. IEEE T CYBERNETICS, v. 43, p. 2082-2092, 2013.

  • FERNANDES, B. J. T.; CAVALCANTI, G. D. C. ; Ren, T. I. . Nonclassical receptive field inhibition applied to image segmentation. Neural Network World (Prague), v. 19, p. 21-36, 2009.

Book chapter

  • SIQUEIRA, H. C. ; FERNANDES, B. J. T. . Mole Features Extraction for a Melanoma Recognition System. In: Nadia Nedjah, Heitor Silvério Lopes, Luizade Macedo Mourelle. (Org.). Designing With Computational Intelligence (Studies in Computational Intelligence). 1ed.: , 2016, v. 664, p. 7-.

Conference Proceedings

  • ALMEIDA, R. C. ; FERNANDES, BRUNO J. T. ; BARROS, P. V. A. . Analysis of Professional Skills Using Growing Hierarchical Self-Organizing Map. In: IEEE Congreso Bienal de Argentina (ARGENCON), 2020. Proceedings of the 2020 IEEE Congreso Bienal de Argentina (ARGENCON), 2020.

  • FERREIRA, J. R. B. C. ; FREIRE JUNIOR, A. A. ; GALVAO, Y. M. ; FERNANDES, BRUNO J. T. ; BARROS, P. V. A. . CNN Encoder to Reduce the Dimensionality of Data Image for Motion Planning. In: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2020, Bruges. Proceedings of the 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2020.

  • AZEVEDO, G. O. A. ; SILVA, L. H. S. ; FREIRE JUNIOR, A. A. ; FERNANDES, BRUNO J. T. ; OLIVEIRA, S. C. . Binary and Multi-label Defect Classification of Printed Circuit Board based on Transfer Learning. In: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2020, Bruges. Proceedings of the 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2020.

  • AYALA, A. ; FERNANDES, BRUNO J. T. ; NARANJO, F. J. C. ; MACEDO, D. ; OLIVEIRA, A. L. I. ; ZANCHETTIN, C. . KutralNet: A Portable Deep Learning Model for Fire Recognition. In: International Joint Conference on Neural Networks, 2020, Glasgow, Escócia. Proceedings of the International Joint Conference on Neural Networks, 2020.

  • LOPES JUNIOR, C. A. M. L. ; SILVA, M. H. M. ; BEZERRA, B. L. D. ; FERNANDES, BRUNO J. T. ; IMPEDOVO, D. . FCN+RL: A Fully Convolutional Network followed by Refinement Layers to Offline Handwritten Signature Segmentation. In: International Joint Conference on Neural Networks, 2020, Glasgow, Escócia. Proceedings of the International Joint Conference on Neural Networks, 2020.

  • RUIZ, R. D. B. ; LORDSLEEM JUNIOR, A. C. ; FERNANDES, BRUNO J. T. ; OLIVEIRA, S. C. . Unmanned Aerial Vehicles and Digital Image Processing with Deep Learning for the Detection of Pathological Manifestations on Facades. In: International Conference on Computing in Civil and Building Engineering, 2020, São Paulo. Proceedings of the 18th International Conference on Computing in Civil and Building Engineering, 2020. v. 98. p. 1099-1112.

  • FERREIRA, J. R. B. C. ; FREIRE JUNIOR, A. A. ; GALVAO, Y. M. ; BARROS, P. V. A. ; FERNANDES, S.M.F. ; FERNANDES, BRUNO J. T. . Performance Improvement of Path Planning algorithms with Deep Learning Encoder Model. In: Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2020. Proceedings of the 10th Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), 2020.

  • AYALA, A. ; NARANJO, F. J. C. ; CAMPOS, D. ; RUBIO, R. ; FERNANDES, BRUNO J. T. ; DAZELEY, R. . A Comparison of Humanoid Robot Simulators: A Quantitative Approach. In: Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2020. Proceedings of the 10th Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), 2020.

  • RUIZ, R. D. B. ; LORDSLEEM JUNIOR, A. C. ; FERNANDES, BRUNO J. T. ; OLIVEIRA, S. C. ; MOURA JUNIOR, J. M. ; LIMA, M. B. . Inovação na Inspeção de Fachadas com Veículos Aéreos Não Tripulados (VANT). In: IV Congresso Brasileiro de Patologia das Construções, 2020, Fortaleza. IV Congresso Brasileiro de Patologia das Construções, 2020. p. 1-10.

  • FERREIRA, J. R. B. C. ; FREIRE JUNIOR, A. A. ; OLIVEIRA, L. C. P. ; GALVAO, Y. M. ; BARROS, P. V. A. ; FERNANDES, BRUNO J. T. . Analysis of Social Robotic Navigation approaches: CNN Encoder and Incremental Learning as an alternative to Deep Reinforcement Learning. In: Workshop Ro-Man 2020, 2020, Virtual. Workshop Ro-Man 2020, 2020.

  • MILLÁN-ARIAS, CRISTIAN ; Fernandes, Bruno ; CRUZ, FRANCISCO ; DAZELEY, RICHARD ; FERNANDES, SERGIO . A Robust Approach for Continuous Interactive Reinforcement Learning. In: HAI '20: 8th International Conference on HumanAgent Interaction, 2020, Virtual Event USA. Proceedings of the 8th International Conference on Human-Agent Interaction. New York: ACM. p. 278.

  • ROJAS, D. J. B. ; FERNANDES, BRUNO J. T. ; FERNANDES, S.M.F. . A Review on Image Inpainting Techniques and Datasets. In: SIBGRAPI Conference on Graphics, Patterns and Images, 2020, Porto de Galinhas, PE. Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020.

  • ROCHA, A. L. S. ; SILVA, L. H. S. ; FERNANDES, BRUNO J. T. . Eye-Tracking Algorithm for Low Webcam Image Resolution Without Calibration. In: Workshop of Undergraduate Work - SIBGRAPI Conference on Graphics, Patterns and Images, 2020, Porto de Galinhas, PE. Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020.

  • ARIAS, C. C. M. ; FERNANDES, BRUNO J. T. ; NARANJO, F. J. C. . Human feedback in continuous actor-critic reinforcement learning. In: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2019, Bruges. ESANN 2019 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2019. p. 661-666.

  • MALDONADO, A. A. ; LIMA, E. ; FERNANDES, BRUNO J. T. ; BEZERRA, B. L. D. . Lightweight and efficient octave convolutional neural network for fire recognition. In: IEEE Latin‐American Conference on Computational Intelligence, 2019, Guayaquil - Equador. 6th IEEE Latin‐American Conference on Computational Intelligence, 2019. p. 87-92.

  • SILVA, L. H. S. ; AZEVEDO, G. O. A. ; FERNANDES, BRUNO J. T. ; BEZERRA, B. L. D. ; LIMA, E. . Automatic Optical Inspection for Defective PCB Detection Using Transfer Learning. In: IEEE Latin‐American Conference on Computational Intelligence, 2019, Guayaquil - Equador. 6th IEEE Latin‐American Conference on Computational Intelligence, 2019. p. 154-159.

  • FERRO, M. S. A. ; FERNANDES, BRUNO J. T. ; BASTOS FILHO, C. J. A. . Non-negative Structured Pyramidal Neural Network for Pattern Recognition. In: International Joint Conference on Neural Networks, 2018, Rio de Janeiro. Proceedings of the International Joint Conference on Neural Networks, 2018.

  • FERRO, M. S. A. ; FERNANDES, BRUNO J. T. ; BASTOS FILHO, C. J. A. . Non-negative Pyramidal Neural Network for Parts-based Learning. In: International Joint Conference on Neural Networks, 2017, Anchorage. International Joint Conference on Neural Networks, 2017.

  • PEREIRA, D. C. ; FERNANDES, BRUNO J. T. . A Novel Constructive Algorithm for CANet. In: International Joint Conference on Neural Networks, 2017, Anchorage. International Joint Conference on Neural Networks, 2017.

  • GALVAO, Y. M. ; ALBUQUERQUE, V. A. ; FERNANDES, BRUNO J. T. ; VALENCA, M. J. S. . Anomaly Detection in Smart Houses: Monitoring Elderly Daily Behavior For Fall Detecting. In: IEEE Latin American Conference on Computational Intelligence, 2017, Arequipa, Peru. Proceedings of the 4th IEEE Latin American Conference on Computational Intelligence, 2017.

  • LIMA, T. A. B. ; FERNANDES, BRUNO J. T. ; BARROS, P. V. A. . Human Action Recognition with 3D Convolutional Neural Network. In: IEEE Latin American Conference on Computational Intelligence, 2017, Arequipa, Peru. Proceedings of the 4th IEEE Latin American Conference on Computational Intelligence, 2017.

  • FERREIRA, J. R. B. C. ; FERRO, M. S. A. ; FERNANDES, BRUNO J. T. ; VALENCA, M. J. S. ; Bastos-Filho, Carmelo J. A. ; BARROS, P. V. A. . Extreme Learning Machine Autoencoder for Data Augmentation. In: IEEE Latin American Conference on Computational Intelligence, 2017, Arequipa, Peru. Proceedings of the 4th IEEE Latin American Conference on Computational Intelligence, 2017.

  • FARIAS, I. S. ; FERNANDES, BRUNO J. T. ; ALBUQUERQUE, E. Q. ; BEZERRA, BYRON L.D. . Tracking and counting of vehicles for flow analysis from urban traffic videos. In: IEEE Latin American Conference on Computational Intelligence, 2017, Arequipa, Peru. Proceedings of the 4th IEEE Latin American Conference on Computational Intelligence, 2017.

  • GALVAO, Y. M. ; ALBUQUERQUE, V. A. ; FERNANDES, BRUNO J. T. . A Multimodal Approach in Smart House for Fall Detection. In: ICDL-EPIROB Workshop on Computational Models for Crossmodal Learning, 2017, Lisboa. Proceedings of the ICDL-EPIROB Workshop on Computational Models for Crossmodal Learning, 2017.

  • OLIVEIRA, R. F. A. P. ; FERRO, M. S. A. ; FERNANDES, BRUNO J. T. ; BASTOS FILHO, C. J. A. . Avaliando Técnicas de Aprendizado Profundo para Detecção de Esquistossomose Mansoni em Imagens de Exames Parasitológicos. In: Congresso Brasileiro de Inteligência Computacional, 2017, Niterói. Anais do CBCI 2017, 2017.

  • MOUSAVI, NIMA ; SIQUEIRA, HENRIQUE ; BARROS, PABLO ; Fernandes, Bruno ; WERMTER, STEFAN . Understanding how deep neural networks learn face expressions. In: 2016 International Joint Conference on Neural Networks (IJCNN), 2016, Vancouver. 2016 International Joint Conference on Neural Networks (IJCNN). p. 227.

  • MOUSAVI, NIMA ; SIQUEIRA, HENRIQUE ; BARROS, PABLO ; Fernandes, Bruno ; WERMTER, STEFAN . Understanding how deep neural networks learn face expressions. In: 2016 International Joint Conference on Neural Networks (IJCNN), 2016, Vancouver. 2016 International Joint Conference on Neural Networks (IJCNN). p. 227.

  • GOMES, R. S. F. ; ROQUE, A. ; RATIVA, D. ; BEZERRA, BYRON L.D. ; FERNANDES, BRUNO J.T. . Reconhecimento de Decúbito de Pacientes Acamados Baseado em Imagens RGB e Depth Maps. In: Congresso Brasileiro de Engenharia Biomédica, 2016, Foz do Iguaçu. Anais do XXV Congresso Brasileiro de Engenharia Biomédica, 2016.

  • SANTOS, H. L. M. ; FERNANDES, BRUNO J.T. ; FERNANDES, S.M.F. . Rede Neural Artificial Aplicada na Segmentação de Imagens de Lesões da Pele. In: Congresso Brasileiro de Engenharia Biomédica, 2016, Foz do Iguaçu. Anais do XXV Congresso Brasileiro de Engenharia Biomédica, 2016.

  • LEITE, R. F. ; BEZERRA, BYRON L.D. ; FERNANDES, BRUNO J.T. . Reconhecimento de Linfoblastos em Imagens de Sangue. In: Congresso Brasileiro de Engenharia Biomédica, 2016. Anais do XXV Congresso Brasileiro de Engenharia Biomédica, 2016.

  • SANTOS, D. G. S. ; FERNANDES, BRUNO J.T. ; BEZERRA, B. L. D. . HAGR-D: A Gesture Recognition System based on CIPBR Algorithm. In: Conference on Graphics, Patterns and Images (SIBGRAPI'16), 2016, São José dos Campos. Workshop of Theses and Dissertations (WTD) in the 29th Conference on Graphics, Patterns and Images (SIBGRAPI'16), 2016.

  • SANTOS, H. L. M. ; FERNANDES, BRUNO J. T. ; FERNANDES, S.M.F. . An AutoAssociative Neural Network for Image Segmentation. In: IEEE Latin American Conference on Computational Intelligence, 2016, Cartagena, Colômbia. Proceedings of the IEEE LA-CCI, 2016.

  • SIQUEIRA, H. C. ; Fernandes, Bruno J. T. . Extração de Características de Sinais na Pele para Identificação de Melanoma. In: Congresso Brasileiro de Inteligência Computacional, 2015, Curitiba. 12º Congresso Brasileiro de Inteligência Computacional, 2015.

  • SANTOS, D. G. S. ; C. NETO, R. ; FERNANDES, BRUNO J. T. ; BEZERRA, B. L. D. . FSSGR: Feature Selection System to Dynamic Gesture Recognition. In: New Trends in Image Analysis and Processing, 2015. Proceedings of ICIAP 2015, 2015. p. 234-241.

  • RATIVA, D. ; FERNANDES, B. J. T. . Optical Astigmatism Detection by Using a Lateral Inhibition Pyramidal Neural Network. In: Latin American Conference on Computational Intelligence, 2014. Latin American Congress on Computational Intelligence, 2014.

  • MELO, J. ; DUARTE, R. ; LENCASTRE, M. ; FERNANDES, B. J. T. ; ALENCAR, F. M. R. . Definition of Service - A Systematic Review of the Literature. In: International Conference WWW/INTERNET (ICWI), 2014, Porto, Portugal. Proceedings of the 13th International Conference WWW/INTERNET, 2014.

  • SANTOS, D. G. S. ; C. NETO, R. ; FERNANDES, B. J. T. ; BEZERRA, B. L. D. . A Dynamic Gesture Recognition System based on CIPBR Algorithm. In: Mexican International Conference on Artificial Intelligence, 2014, Chiapas, Mexico. Proceedings of the 13th Mexican International Conference on Artificial Intelligence, 2014.

  • SOARES, A. M. ; FERNANDES, BRUNO J. T. ; BASTOS FILHO, C. J. A. . Lateral Inhibition Pyramidal Neural Networks Designed by Particle Swarm Optimization. In: International Conference on Artificial Neural Networks, 2014, Hamburgo. Proceedings of 24th International Conference on Artificial Neural Networks, 2014. p. 667-674.

  • FERNANDES, BRUNO J. T.; RATIVA, D. . Lateral Inhibition Pyramidal Neural Network for Detection of Optical Defocus (Zernike Z5). In: International Conference on Artificial Neural Networks, 2014, Hamburgo. Proceedings of 24th International Conference on Artificial Neural Networks, 2014. p. 813-820.

  • BARROS, P. ; MACIEL JUNIOR, N. T. ; BISNETO, J. ; FERNANDES, B. J. T. ; LEITE, B. ; FERNANDES, S.M.F. . Convexity Local Contour Sequences for Gesture Recognition. In: 28th Symposium On Applied Computing, 2013, Coimbra. Proceedings of the 28th Symposium On Applied Computing, 2013, 2013. p. 34-39.

  • BRASILEIRO, RODRIGO C. ; SOUZA, VICTOR L. F. ; FERNANDES, BRUNO J. T. ; OLIVEIRA, ADRIANO L. I. . Automatic method for stock trading combining technical analysis and the Artificial Bee Colony Algorithm. In: 2013 IEEE Congress on Evolutionary Computation (CEC), 2013, Cancun. 2013 IEEE Congress on Evolutionary Computation. p. 1810-1817.

  • JUNIOR, NESTOR T.M. ; BARROS, PABLO V.A. ; FERNANDES, BRUNO J.T. ; BEZERRA, BYRON L.D. ; FERNANDES, SERGIO M.M. . A Dynamic Gesture Prediction System Based on the CLCS Feature Extraction. In: 2013 BRICS Congress on Computational Intelligence & 11th Brazilian Congress on Computational Intelligence (BRICSCCI & CBIC), 2013, Ipojuca. 2013 BRICS Congress on Computational Intelligence and 11th Brazilian Congress on Computational Intelligence. p. 501.

  • FERREIRA, G. V. ; FERNANDES, BRUNO J. T. ; BEZERRA, B. L. D. . Uma Abordagem Inteligente para Localização e Mapeamento Simultâneos de Veículos Autônomos. In: Congresso Brasileiro de Inteligência Computacional, 2013, Recife. Anais do Congresso Brasileiro de Inteligência Computacional 2013, 2013.

  • BARROS, P. V. A. ; MACIEL JUNIOR, N. T. ; BISNETO, J. M. M. ; FERNANDES, BRUNO J. T. ; BEZERRA, B. L. D. ; FERNANDES, S.M.F. . An Effective Dynamic Gesture Recognition System Based on the Feature Vector Reduction for SURF and LCS. In: International Conference on Artificial Neural Networks, 2013, Sófia. Proceedings of 23rd International Conference on Artificial Neural Networks, 2013. p. 412-419.

  • ESTEVES, G. R. P. ; FEITOSA, M. A. F. ; FERNANDES, B. J. T. . Estereoscopia no cálculo de distância e controle de plataforma robótica. In: WUW SIBGRAPI, 2012, Ouro Preto. WUW SIBGRAPI, 2012.

  • FERNANDES, BRUNO J. T.; CAVALCANTI, GEORGE D. C. ; REN, TSANG I. . Autoassociative Pyramidal Neural Network for face verification. In: 2011 International Joint Conference on Neural Networks (IJCNN 2011 San Jose), 2011, San Jose. The 2011 International Joint Conference on Neural Networks. p. 1612.

  • NASCIMENTO, A.H. ; FERNANDES, B. J. T. . Compressão e Indexação de Vídeo Baseado em Rastreamento de Objetos (CIVRO). In: WUW SIBGRAPI, 2011, Maceio, AL. Proceedings of the XXIV Sibgrapi, 2011.

  • FERNANDES, BRUNO J. T.; CAVALCANTI, GEORGE D. C. ; REN, TSANG I. . A receptive field based approach for face detection. In: 2009 International Joint Conference on Neural Networks (IJCNN 2009 Atlanta), 2009, Atlanta. 2009 International Joint Conference on Neural Networks. p. 803.

  • FERNANDES, B. J. T.; CAVALCANTI, G. D. C. ; Ren, T. I. . Segmentação e Classificacação de Padrões Visuais Baseadas em Campos Receptivos e Inibitórios. In: XXIInd Brazilian Symposium on Computer Graphics and Image Processing, 2009, Rio de Janeiro. Anais do SIBGRAPI, 2009.

  • Santos, R. E. S. ; Magalhães, C.V.C. ; Sobreira, A. C. S. ; Bezerra, C. A. ; FERNANDES, B. J. T. . Matemáquina - Sistema Interativo de apoio ao Ensino da Matemática. In: I Encontro Nacional de Informática e Educação, 2009, Cascavel. Anais do I Encontro Nacional de Informática e Educação, 2009.

  • FERNANDES, BRUNO J.T.; CAVALCANTI, GEORGE D.C. ; REN, TSANG I. . Classification and Segmentation of Visual Patterns Based on Receptive and Inhibitory Fields. In: 2008 8th International Conference on Hybrid Intelligent Systems (HIS), 2008, Barcelona. 2008 Eighth International Conference on Hybrid Intelligent Systems. p. 126-131.

  • FERNANDES, BRUNO J. T.; CAVALCANTI, GEORGE D. C. . A Pyramidal Neural Network Based on Nonclassical Receptive Field Inhibition. In: 2008 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2008, Dayton. 2008 20th IEEE International Conference on Tools with Artificial Intelligence. p. 227.

  • FERNANDES, B. J. T.; CAMPOS, M. A. ; FERREIRA, R. V. ; BEZERRA, E. S. R. ; LEITE, I. O. B. . Ordem , Radiação, Trigonométrica,Trigonométricas inversas. Aplicações com Cálculos Intervalares. In: 10ª Jornada Científica da FACEPE, 2006, Recife. 10ª Jornada Científica da FACEPE, 2006.

  • FERREIRA, R. V. ; FERNANDES, B. J. T. ; BEZERRA, E. S. R. ; CAMPOS, M. A. . Interval Computations with JAVA-XSC. In: XXVIII CNMAC, 2005, São Paulo. Anais do XXVIII CNMAC, 2005.

Extended Abstracts

  • Soares, Alessandra M. ; FERNANDES, BRUNO J.T. ; BASTOS-FILHO, CARMELO J.A. . Pyramidal Neural Networks with Variable Receptive Fields Designed by Genetic Algorithms. In: the Companion Publication of the 2015, 2015, Madrid. Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference - GECCO Companion '15. p. 1487.

  • FERNANDES, BRUNO J. T.; CAVALCANTI, GEORGE D. C. ; Ren, T. I. . Autoassociative Neural Network with Lateral Inhibition and a Constructive Algorithm for Facial Expression Recognition. In: French-Brazilian Workshop on Numerical and Symbolic Methods of Data Analysis, 2013, Recife. Proceedings of the WFB2013, 2013.

  • BARROS, P. V. ; MACIEL JUNIOR, N. T. ; BISNETO, J. M. M. ; FERNANDES, BRUNO J. T. ; BEZERRA, B. L. D. ; FERNANDES, S.M.F. . Using a Dynamic Time Wrapper to Recognize Dynamic Gestures. In: French-Brazilian Workshop on Numerical and Symbolic Methods of Data Analysis, 2013, Recife. Proceedings of the WFB2013, 2013.

  • FERNANDES, B. J. T.; CAVALCANTI, G. D. C. ; Ren, T. I. . A Receptive and Inhibitory Field Based Approach for Image Processing. In: Workshop Franco-Brasileiro sobre Mineração de Dados, 2009, Recife. Anais do Workshop Franco-Brasileiro sobre Mineração de Dados, 2009. p. 21-22.

  • Santos, R. E. S. ; Magalhães, C.V.C. ; FERNANDES, B. J. T. . Matemáquina: Desenvolvimento de Software Educacional de apoio à Matemática. In: 1º Encontro Regional de Tecnologia e Negócios, 2009, Serra Talhada. Anais do 1º Encontro Regional de Tecnologia e Negócios, 2009.

  • LEITE, I. O. B. ; FERNANDES, B. J. T. ; FERREIRA, R. V. ; CAMPOS, M. A. . Processamento Intervalar com String. In: V Encontro Regional de Matemática Aplicada e Computacional, 2005, Natal. Anais do ERMAC 2005, 2005.

  • BEZERRA, E. S. R. ; FERNANDES, B. J. T. ; FERREIRA, R. V. ; CAMPOS, M. A. . Java-XSC ? Uma Biblioteca Intervalar para Java. In: V Encontro Regional de Matemática Aplicada e Computacional, 2005, Natal. Anais do ERMAC 2005, 2005.

Abstracts

  • FERRO, M. S. A. ; FERNANDES, BRUNO J. T. . Rede Neural Piramidal com restrição de pesos não-negativos para aprendizagem por partes de padrões visuais. In: Mostra POLI/UPE 2015, 2015, Recife. Anais da Mostra de Extensão, Inovação e Pesquisa, 2015.

  • BARRETO, R. V. ; FERNANDES, BRUNO J. T. . Mapeamento e reconhecimento de objetos com LIDAR. In: Mostra POLI/UPE 2015, 2015, Recife. Anais da Mostra de Extensão, Inovação e Pesquisa, 2015.

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