Bruno J. T. Fernandes

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 61

Top Topics

Printed Circuit Boards

Gesture Recognition

Top Venues

Publications

Yves M. Galvão, Letícia Castro, Janderson Ferreira, Fernando Buarque de Lima Neto, Roberta Andrade de Araújo Fagundes, Bruno J. T. Fernandes
Anomaly Detection in Smart Houses for Healthcare. SN Comput. Sci. 5 (1) (2024)
Angel Ayala, Letícia Portela, Fernando Buarque, Bruno J. T. Fernandes, Francisco Cruz
UAV control in autonomous object-goal navigation: a systematic literature review. Artif. Intell. Rev. 57 (5) (2024)
David Josué Barrientos Rojas, Marie Chantelle Cruz Medina, Bruno J. T. Fernandes, Pablo V. A. Barros
The use of reinforcement learning algorithms in object tracking: A systematic literature review. Neurocomputing 596 (2024)
Antonio V. A. Lundgren, Cristian Millán-Arias, Alexandre R. M. Pereira, Lucas M. R. Santos, Carmelo J. A. Bastos Filho, Bruno J. T. Fernandes, Alexandre M. A. Maciel, Jorge Tortato, Alexandre Krzyzanovski, Renan Wille
Optimization of Deep Neural Networks for Vehicle Classification. LA-CCI (2023)
Cristian Millán-Arias, Bruno J. T. Fernandes, Sérgio Fernandes, Mavio Bispo
General Cephalometric Landmark Detection for Different Source of X-Ray Images. LA-CCI (2023)
Nathália Cauás, Cristian Millán-Arias, Débora Heloísa Silva De Brito, Cláudia Cristina Brayner De Oliveira Mota, Márcia Maria De Oliveira Da Fonseca, Aronita Rosenblatt, Bruno J. T. Fernandes
Detection of Cavities in Radiographs Using Machine Learning: Approaches for Limited Data. LA-CCI (2023)
João G. R. de Carvalho, Bruno J. T. Fernandes, Igor S. Farias, Camila F. S. Campos
Analysis of different machine learning approaches in the context of urban mobility: a systematic review. LA-CCI (2023)
Ernesto Portugal, Angel Ayala, Francisco Cruz, Bruno J. T. Fernandes, Sérgio Murilo Maciel Fernandes
Time estimation for deep learning model's inference in distributed processing units. LA-CCI (2023)
David Josué Barrientos Rojas, Bruno J. T. Fernandes, Cleyton M. O. Rodrigues, Leandro H. de S. Silva, Allana Rocha, Paulo Christiano Sobral
Fine-Tuning MultiFit for Enhanced Legal Sentence Basis Classification. LA-CCI (2023)
Letícia Portela, Angel Ayala, Bruno J. T. Fernandes, Igor S. Farias, Gervásio Neto, Mouglas Eugênio Nasário Gomes
Re-purposing Machine Learning Models: A Human Action Recognition Model Turned Violence Detector. LA-CCI (2023)
Leandro H. de S. Silva, Agostinho A. F. Júnior, Bruno J. T. Fernandes, George O. de A. Azevedo, Sergio C. Oliveira
Evaluation of Contrastive Learning for Electronic Component Detection. ESANN (2023)
Allana Rocha, Bruno J. T. Fernandes, Leandro H. de S. Silva
Evaluation of Deep Learning Model for Detecting Electronic Components in Few-Shot Learning Scenarios. LA-CCI (2023)
Cristian Millán-Arias, Jean Felipe Coelho Ferreira, Lucas Matheus Da Silva Oliveira, Bruno J. T. Fernandes, Diogo Passarelli
Anomaly Detection in Conveyor Belt Using a Deep Learning Model. LA-CCI (2023)
João Vinicius Ribeiro De Andrade, Teobaldo Gabriel De Souza Junior, Leandro H. de S. Silva, Daisy Beserra Lucena, Bruno J. T. Fernandes
Assessing the Effect of Urban Expansion and Deforestation on Temperature Rise in Cajazeiras, Brazil: A Data-Driven Approach. LA-CCI (2023)
André L. S. Xavier, Bruno J. T. Fernandes, João F. L. Oliveira
A Hybrid Swarm-Based System for Commodity Price Forecasting During the Covid-19 Pandemic. IEEE Access 11 (2023)
Agostinho Freire, Rafaella De Lima Roque, Leandro H. de S. Silva, Bruno J. T. Fernandes
Interpretable Diagnosis of Banana Leaf Sigatoka Disease using CNNs and Shapley Values. LA-CCI (2023)
João V. R. de Andrade, Bruno J. T. Fernandes, André R. L. C. Izídio, Nilson M. da Silva Filho, Francisco Cruz
Vessel Velocity Estimation and Docking Analysis: A Computer Vision Approach. Algorithms 16 (7) (2023)
André L. S. Xavier, Bruno J. T. Fernandes, João F. L. de Oliveira
Hybrid Model and Ensemble for Inflation Forecasting: A Machine Learning Approach. LA-CCI (2023)
Cristian Millán-Arias, Bruno J. T. Fernandes, Francisco Cruz
Proxemic behavior in navigation tasks using reinforcement learning. Neural Comput. Appl. 35 (23) (2023)
Leandro H. de S. Silva, Agostinho Freire, George O. de A. Azevedo, Sergio C. Oliveira, Bruno J. T. Fernandes
Enhancing Electronic Component Classification with Supervised Contrastive Learning: A Comparative Evaluation. LA-CCI (2023)
Marie Chantelle Cruz Medina, Lucas Matheus Da Silva Oliveira, Jean Felipe Coelho Ferreira, Leandro Honorato de Souza Silva, Cleyton Mario O. Rodrigues, João Fausto Lorenzato de Oliveira, Paulo Christiano Sobral, Bruno Souza, Dionizio Feitosa, Bruno J. T. Fernandes
Classification of Legal Documents in Portuguese Language Based on Summarization. LA-CCI (2022)
Hugo Muñoz, Ernesto Portugal, Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz
Explaining Agent's Decision-making in a Hierarchical Reinforcement Learning Scenario. SCCC (2022)
Cristian Millán-Arias, Ruben Contreras, Francisco Cruz, Bruno J. T. Fernandes
Reinforcement Learning for UAV control with Policy and Reward Shaping. CoRR (2022)
Henrique J. A. Andrade, Bruno J. T. Fernandes
Synthesis of Satellite-Like Urban Images From Historical Maps Using Conditional GAN. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Cristian Millán-Arias, Ruben Contreras, Francisco Cruz, Bruno J. T. Fernandes
Reinforcement Learning for UAV control with Policy and Reward Shaping. SCCC (2022)
Agostinho A. F. Júnior, Leandro H. de S. Silva, Bruno J. T. Fernandes, George O. de A. Azevedo, Sergio C. Oliveira
Learning from pseudo-labels: Self-training Electronic Components Detector for Waste Printed Circuit Boards. SIBGRAPI (2022)
Hugo Muñoz, Ernesto Portugal, Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz
Explaining Agent's Decision-making in a Hierarchical Reinforcement Learning Scenario. CoRR (2022)
David Josué Barrientos Rojas, Bruno J. T. Fernandes, Cleyton Mario O. Rodrigues, Leandro Honorato de Souza Silva, Allana Rocha, Paulo Christiano Sobral, Bruno Souza, Dionizio Feitosa, Juliana Barreto, Mabel Guimarães
A Legal Information System for Intelligent Sentence Mining Applied to Civil Law. LA-CCI (2022)
Ernesto Portugal, Francisco Cruz, Angel Ayala, Bruno J. T. Fernandes
Analysis of Explainable Goal-Driven Reinforcement Learning in a Continuous Simulated Environment. Algorithms 15 (3) (2022)
Cristian Millán-Arias, Bruno J. T. Fernandes, Francisco Cruz, Richard Dazeley, Sergio Fernandes
A Robust Approach for Continuous Interactive Actor-Critic Algorithms. IEEE Access 9 (2021)
Cristian Millán-Arias, Bruno J. T. Fernandes, Francisco Cruz
Learning Proxemic Behavior Using Reinforcement Learning with Cognitive Agents. CoRR (2021)
André L. S. Xavier, Bruno J. T. Fernandes, João F. L. de Oliveira
A hybrid sequential system for inflation forecasting. LA-CCI (2021)
Yves M. Galvão, Janderson Ferreira, Vinicius A. Albuquerque, Pablo V. A. Barros, Bruno J. T. Fernandes
A multimodal approach using deep learning for fall detection. Expert Syst. Appl. 168 (2021)
Yves M. Galvão, Letícia Portela, Janderson Ferreira, Pablo Barros, Roberta Andrade de Araújo Fagundes, Bruno J. T. Fernandes
A Framework for Anomaly Identification Applied on Fall Detection. IEEE Access 9 (2021)
Angel Ayala, Francisco Cruz, Bruno J. T. Fernandes, Richard Dazeley
Explainable Deep Reinforcement Learning Using Introspection in a Non-episodic Task. CoRR (2021)
Angel Ayala, Francisco Cruz, Diego Campos, Rodrigo Rubio, Bruno J. T. Fernandes, Richard Dazeley
A Comparison of Humanoid Robot Simulators: A Quantitative Approach. ICDL-EPIROB (2020)
Janderson Ferreira, Agostinho A. F. Júnior, Yves M. Galvão, Bruno J. T. Fernandes, Pablo V. A. Barros
CNN Encoder to Reduce the Dimensionality of Data Image for Motion Planning. ESANN (2020)
Janderson Ferreira, Agostinho A. F. Júnior, Yves M. Galvão, Pablo V. A. Barros, Sérgio Murilo Maciel Fernandes, Bruno J. T. Fernandes
Performance Improvement of Path Planning algorithms with Deep Learning Encoder Model. ICDL-EPIROB (2020)
Ithan Moreira, Javier Rivas, Francisco Cruz, Richard Dazeley, Angel Ayala, Bruno J. T. Fernandes
Deep Reinforcement Learning with Interactive Feedback in a Human-Robot Environment. CoRR (2020)
Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz, David Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
KutralNet: A Portable Deep Learning Model for Fire Recognition. IJCNN (2020)
Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz, David Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
KutralNet: A Portable Deep Learning Model for Fire Recognition. CoRR (2020)
Janderson Ferreira, Agostinho A. F. Júnior, Yves M. Galvão, Bruno J. T. Fernandes, Pablo V. A. Barros
CNN Encoder to Reduce the Dimensionality of Data Image for Motion Planning. CoRR (2020)
Janderson Ferreira, Agostinho A. F. Júnior, Yves M. Galvão, Pablo V. A. Barros, Sérgio Murilo Maciel Fernandes, Bruno J. T. Fernandes
Performance Improvement of Path Planning algorithms with Deep Learning Encoder Model. CoRR (2020)
Janderson Ferreira, Agostinho A. F. Júnior, Letícia Castro, Yves M. Galvão, Pablo V. A. Barros, Bruno J. T. Fernandes
Analysis of Social Robotic Navigation approaches: CNN Encoder and Incremental Learning as an alternative to Deep Reinforcement Learning. CoRR (2020)
Cristian Millán-Arias, Bruno J. T. Fernandes, Francisco Cruz, Richard Dazeley, Sergio Fernandes
A Robust Approach for Continuous Interactive Reinforcement Learning. HAI (2020)
George O. de A. Azevedo, Leandro H. de S. Silva, Agostinho A. F. Júnior, Bruno J. T. Fernandes, Sergio C. Oliveira
Binary and Multi-label Defect Classification of Printed Circuit Board based on Transfer Learning. ESANN (2020)
Angel Ayala, Francisco Cruz, Diego Campos, Rodrigo Rubio, Bruno J. T. Fernandes, Richard Dazeley
A Comparison of Humanoid Robot Simulators: A Quantitative Approach. CoRR (2020)
Cristian Millán, Bruno J. T. Fernandes, Francisco Cruz
Human feedback in continuous actor-critic reinforcement learning. ESANN (2019)
Leandro H. de S. Silva, George O. de A. Azevedo, Bruno J. T. Fernandes, Byron L. D. Bezerra, Estanislau B. Lima, Sergio C. Oliveira
Automatic Optical Inspection for Defective PCB Detection Using Transfer Learning. LA-CCI (2019)
Angel Ayala, Estanislau Lima, Bruno J. T. Fernandes, Byron L. D. Bezerra, Francisco Cruz
Lightweight and efficient octave convolutional neural network for fire recognition. LA-CCI (2019)
Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
Structured Pyramidal Neural Networks. Int. J. Neural Syst. 28 (5) (2018)
Milla S. A. Ferro, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
Non-negative Structured Pyramidal Neural Network for Pattern Recognition. IJCNN (2018)
Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
Pyramidal neural networks with evolved variable receptive fields. Neural Comput. Appl. 29 (12) (2018)
Igor S. Farias, Bruno J. T. Fernandes, Edison Q. Albuquerque, Byron Leite Dantas Bezerra
Tracking and counting of vehicles for flow analysis from urban traffic videos. LA-CCI (2017)
Milla S. A. Ferro, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
Non-negative pyramidal neural network for parts-based learning. IJCNN (2017)
Danilo C. Pereira, Bruno J. T. Fernandes
A novel constructive algorithm for CANet. IJCNN (2017)
Pablo V. A. Barros, Nestor T. Maciel-Junior, Bruno J. T. Fernandes, Byron L. D. Bezerra, Sérgio M. M. Fernandes
A dynamic gesture recognition and prediction system using the convexity approach. Comput. Vis. Image Underst. 155 (2017)
Tiago Lima, Bruno J. T. Fernandes, Pablo V. A. Barros
Human action recognition with 3D convolutional neural network. LA-CCI (2017)
Yves M. Galvão, Vinicius A. Albuquerque, Bruno J. T. Fernandes, Mêuser J. S. Valença
Anomaly detection in smart houses: Monitoring elderly daily behavior for fall detecting. LA-CCI (2017)
Janderson Ferreira, Milla S. A. Ferro, Bruno J. T. Fernandes, Mêuser J. S. Valença, Carmelo José Albanez Bastos Filho, Pablo V. A. Barros
Extreme learning machine autoencoder for data augmentation. LA-CCI (2017)
Nima Mousavi, Henrique Siqueira, Pablo V. A. Barros, Bruno J. T. Fernandes, Stefan Wermter
Understanding how deep neural networks learn face expressions. IJCNN (2016)
Diego G. S. Santos, Bruno J. T. Fernandes, Byron L. D. Bezerra
HAGR-D: A Novel Approach for Gesture Recognition with Depth Maps. Sensors 15 (11) (2015)
Diego G. S. Santos, Rodrigo C. Neto, Bruno J. T. Fernandes, Byron L. D. Bezerra
FSSGR: Feature Selection System to Dynamic Gesture Recognition. ICIAP Workshops (2015)
Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
Pyramidal Neural Networks with Variable Receptive Fields Designed by Genetic Algorithms. GECCO (Companion) (2015)
Bruno J. T. Fernandes, Diego Rativa
Lateral Inhibition Pyramidal Neural Network for Detection of Optical Defocus (Zernike Z 5). ICANN (2014)
Diego G. S. Santos, Rodrigo C. Neto, Bruno J. T. Fernandes, Byron L. D. Bezerra
A Dynamic Gesture Recognition System based on CIPBR Algorithm. Polibits 50 (2014)
Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
Lateral Inhibition Pyramidal Neural Networks Designed by Particle Swarm Optimization. ICANN (2014)
Rodrigo C. Brasileiro, Victor L. F. Souza, Bruno J. T. Fernandes, Adriano L. I. Oliveira
Automatic method for stock trading combining technical analysis and the Artificial Bee Colony Algorithm. IEEE Congress on Evolutionary Computation (2013)
Bruno J. T. Fernandes, George D. C. Cavalcanti, Tsang Ing Ren
AutoAssociative Pyramidal Neural Network for one class pattern classification with implicit feature extraction. Expert Syst. Appl. 40 (18) (2013)
Pablo V. A. Barros, Nestor T. M. Junior, Juvenal M. M. Bisneto, Bruno J. T. Fernandes, Byron L. D. Bezerra, Sérgio M. M. Fernandes
Convexity local contour sequences for gesture recognition. SAC (2013)
Pablo V. A. Barros, Nestor T. M. Junior, Juvenal M. M. Bisneto, Bruno J. T. Fernandes, Byron L. D. Bezerra, Sérgio M. M. Fernandes
An Effective Dynamic Gesture Recognition System Based on the Feature Vector Reduction for SURF and LCS. ICANN (2013)
Bruno J. T. Fernandes, George D. C. Cavalcanti, Tsang Ing Ren
Autoassociative Pyramidal Neural Network for face verification. IJCNN (2011)
Bruno J. T. Fernandes, George D. C. Cavalcanti, Ing Ren Tsang
A receptive field based approach for face detection. IJCNN (2009)
Bruno J. T. Fernandes, George D. C. Cavalcanti
A Pyramidal Neural Network Based on Nonclassical Receptive Field Inhibition. ICTAI (1) (2008)
Bruno J. T. Fernandes, George D. C. Cavalcanti, Ing Ren Tsang
Classification and Segmentation of Visual Patterns Based on Receptive and Inhibitory Fields. HIS (2008)