Bruno J. T. Fernandes

88 papers B 13C 4Misc 2Journal 30Unranked 39

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Cognitively-Inspired Ensemble Architecture for Robust Decision-Making in Adversarial Environments. ICDL Monique S. L. S. Tomaz, Alessandra Sciutti, João V. R. de Andrade, Aislan Gabriel O. Souza, Bruno J. T. Fernandes
2025	—	`conf`	Dynamic Model Weighting via Stacking-Meta Learning for Multi-Class Classification. SIBGRAPI Agostinho Freire, João V. R. de Andrade, Bruno J. T. Fernandes, Leandro H. de S. Silva, Gabriel Albuquerque, Mário Guerra, Igor Balbino, Monique Suellen Tomaz, João Fausto L. de Oliveira
2025	—	`conf`	FedP2PAvg: A Peer-to-Peer Collaborative Framework for Federated Learning in Non-IID Scenarios. ICANN (1) Bruno J. T. Fernandes, Agostinho Freire, João V. R. de Andrade, Leandro H. de S. Silva, Nicolás Navarro-Guerrero
2025	J	`jnl`	GEN Self-Labeling Object Detector for PCB Recycling Evaluation. IEEE Open J. Comput. Soc. Leandro Honorato de Souza Silva, Agostinho Freire, George O. de A. Azevedo, Sérgio Campello Oliveira, Carlo Marcelo Revoredo da Silva, Bruno J. T. Fernandes
2025	J	`jnl`	Identification of Anomalous Behavior Through the Observation of an Individual's Emotional Variation: A Systematic Review. IEEE Access Monique S. L. S. Tomaz, Bruno J. T. Fernandes, Alessandra Sciutti
2025	—	`conf`	Nova: A Novel Approach for Game Narration. ICSR+AI (3) Nathália Cauás, Laura Triglia, Leandro Honorato, Pablo V. A. Barros, Bruno J. T. Fernandes, Alessandra Sciutti
2025	Misc	`conf`	Towards Robust Facial Recognition: Gabor Filter-Based Feature Extraction for NIR-VIS Heterogeneous Face Recognition. SAC João V. R. de Andrade, Agostinho Freire, Guilherme Carvalho Pereira, Cristian Millán-Arias, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho, Jorge Tortato, Luiz Da Rocha, Alexandre M. A. Maciel
2025	—	`conf`	U-FQA: A Unified Face Quality Assessment Score for Improved Unknown Identity Detection in Facial Recognition Systems. ICANN (2) Agostinho Freire, João V. R. de Andrade, Cristian Millán-Arias, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho, Rodrigo P. Monteiro, Jorge Tortato Junior, Alexandre Krzyzanovski, Luiz Gustavo Schitz Da Rocha, Alexandre M. A. Maciel
2024	J	`jnl`	Anomaly Detection in Smart Houses for Healthcare. SN Comput. Sci. Yves M. Galvão, Letícia Castro, Janderson Ferreira, Fernando Buarque de Lima Neto, Roberta Andrade de Araújo Fagundes, Bruno J. T. Fernandes
2024	J	`jnl`	Beyond clean data: Exploring the effects of label noise on object detection performance. Knowl. Based Syst. Agostinho Freire, Leandro H. de S. Silva, João V. R. de Andrade, George O. de A. Azevedo, Bruno J. T. Fernandes
2024	—	`conf`	Exploring Climatic Shifts in Brazilian Climates: Insights from ARMAX, Decision Trees, and Artificial Neural Networks. BRACIS (4) João V. R. de Andrade, Igor L. B. da Silva, Teobaldo Gabriel de Souza Junior, Leandro H. de S. Silva, Agostinho Freire, Daisy Beserra Lucena, Bruno J. T. Fernandes
2024	—	`conf`	Nova: A Dynamic Emotion-Based Narrator for Competitive Games. ACII (Workshops and Demos) Nathália Cauás, Leandro H. de S. Silva, Bruno J. T. Fernandes
2024	—	`conf`	Safety first: Toward safe action selection with contextual affordances. LA-CCI Inés Apablaza, Martín Saavedra, Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz
2024	J	`jnl`	The use of reinforcement learning algorithms in object tracking: A systematic literature review. Neurocomputing David Josué Barrientos Rojas, Marie Chantelle Cruz Medina, Bruno J. T. Fernandes, Pablo V. A. Barros
2024	J	`jnl`	UAV control in autonomous object-goal navigation: a systematic literature review. Artif. Intell. Rev. Angel Ayala, Letícia Portela, Fernando Buarque, Bruno J. T. Fernandes, Francisco Cruz
2024	—	`conf`	eXplainable Reinforcement Learning Using Introspection in a Competitive Scenario. LA-CCI Alfonso Opazo, Angel Ayala, Pablo V. A. Barros, Bruno J. T. Fernandes, Francisco Cruz
2023	J	`jnl`	A Hybrid Swarm-Based System for Commodity Price Forecasting During the Covid-19 Pandemic. IEEE Access André L. S. Xavier, Bruno J. T. Fernandes, João F. L. Oliveira
2023	—	`conf`	Analysis of different machine learning approaches in the context of urban mobility: a systematic review. LA-CCI João G. R. de Carvalho, Bruno J. T. Fernandes, Igor S. Farias, Camila F. S. Campos
2023	—	`conf`	Anomaly Detection in Conveyor Belt Using a Deep Learning Model. LA-CCI Cristian Millán-Arias, Jean Felipe Coelho Ferreira, Lucas Matheus Da Silva Oliveira, Bruno J. T. Fernandes, Diogo Passarelli
2023	—	`conf`	Assessing the Effect of Urban Expansion and Deforestation on Temperature Rise in Cajazeiras, Brazil: A Data-Driven Approach. LA-CCI João Vinicius Ribeiro De Andrade, Teobaldo Gabriel de Souza Junior, Leandro H. de S. Silva, Daisy Beserra Lucena, Bruno J. T. Fernandes
2023	—	`conf`	Detection of Cavities in Radiographs Using Machine Learning: Approaches for Limited Data. LA-CCI 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
2023	—	`conf`	Enhancing Electronic Component Classification with Supervised Contrastive Learning: A Comparative Evaluation. LA-CCI Leandro H. de S. Silva, Agostinho Freire, George O. de A. Azevedo, Sergio C. Oliveira, Bruno J. T. Fernandes
2023	B	`conf`	Evaluation of Contrastive Learning for Electronic Component Detection. ESANN Leandro H. de S. Silva, Agostinho A. F. Júnior, Bruno J. T. Fernandes, George O. de A. Azevedo, Sergio C. Oliveira
2023	—	`conf`	Evaluation of Deep Learning Model for Detecting Electronic Components in Few-Shot Learning Scenarios. LA-CCI Allana Rocha, Bruno J. T. Fernandes, Leandro H. de S. Silva
2023	—	`conf`	Fine-Tuning MultiFit for Enhanced Legal Sentence Basis Classification. LA-CCI David Josué Barrientos Rojas, Bruno J. T. Fernandes, Cleyton M. O. Rodrigues, Leandro H. de S. Silva, Allana Rocha, Paulo Christiano Sobral
2023	—	`conf`	General Cephalometric Landmark Detection for Different Source of X-Ray Images. LA-CCI Cristian Millán-Arias, Bruno J. T. Fernandes, Sérgio Fernandes, Mavio Bispo
2023	—	`conf`	Hybrid Model and Ensemble for Inflation Forecasting: A Machine Learning Approach. LA-CCI André L. S. Xavier, Bruno J. T. Fernandes, João F. L. de Oliveira
2023	—	`conf`	Interpretable Diagnosis of Banana Leaf Sigatoka Disease using CNNs and Shapley Values. LA-CCI Agostinho Freire, Rafaella De Lima Roque, Leandro H. de S. Silva, Bruno J. T. Fernandes
2023	—	`conf`	Optimization of Deep Neural Networks for Vehicle Classification. LA-CCI 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
2023	J	`jnl`	Proxemic behavior in navigation tasks using reinforcement learning. Neural Comput. Appl. Cristian Millán-Arias, Bruno J. T. Fernandes, Francisco Cruz
2023	—	`conf`	Re-purposing Machine Learning Models: A Human Action Recognition Model Turned Violence Detector. LA-CCI Letícia Portela, Angel Ayala, Bruno J. T. Fernandes, Igor S. Farias, Gervásio Neto, Mouglas Eugênio Nasário Gomes
2023	—	`conf`	Time estimation for deep learning model's inference in distributed processing units. LA-CCI Ernesto Portugal, Angel Ayala, Francisco Cruz, Bruno J. T. Fernandes, Sérgio Murilo Maciel Fernandes
2023	J	`jnl`	Vessel Velocity Estimation and Docking Analysis: A Computer Vision Approach. Algorithms João V. R. de Andrade, Bruno J. T. Fernandes, André R. L. C. Izídio, Nilson M. da Silva Filho, Francisco Cruz
2022	—	`conf`	A Legal Information System for Intelligent Sentence Mining Applied to Civil Law. LA-CCI David Josué Barrientos Rojas, Bruno J. T. Fernandes, Cleyton Mário de Oliveira Rodrigues, Leandro Honorato de Souza Silva, Allana Rocha, Paulo Christiano Sobral, Bruno Souza, Dionizio Feitosa, Juliana Barreto, Mabel Guimarães
2022	J	`jnl`	Analysis of Explainable Goal-Driven Reinforcement Learning in a Continuous Simulated Environment. Algorithms Ernesto Portugal, Francisco Cruz, Angel Ayala, Bruno J. T. Fernandes
2022	—	`conf`	Classification of Legal Documents in Portuguese Language Based on Summarization. LA-CCI Marie Chantelle Cruz Medina, Lucas Matheus Da Silva Oliveira, Jean Felipe Coelho Ferreira, Leandro Honorato de Souza Silva, Cleyton Mário de Oliveira Rodrigues, João Fausto Lorenzato de Oliveira, Paulo Christiano Sobral, Bruno Souza, Dionizio Feitosa, Bruno J. T. Fernandes
2022	—	`conf`	Explaining Agent's Decision-making in a Hierarchical Reinforcement Learning Scenario. SCCC Hugo Muñoz, Ernesto Portugal, Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz
2022	J	`jnl`	Explaining Agent's Decision-making in a Hierarchical Reinforcement Learning Scenario. CoRR Hugo Muñoz, Ernesto Portugal, Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz
2022	—	`conf`	Learning from pseudo-labels: Self-training Electronic Components Detector for Waste Printed Circuit Boards. SIBGRAPI Agostinho A. F. Júnior, Leandro H. de S. Silva, Bruno J. T. Fernandes, George O. de A. Azevedo, Sergio C. Oliveira
2022	—	`conf`	Reinforcement Learning for UAV control with Policy and Reward Shaping. SCCC Cristian Millán-Arias, Ruben Contreras, Francisco Cruz, Bruno J. T. Fernandes
2022	J	`jnl`	Reinforcement Learning for UAV control with Policy and Reward Shaping. CoRR Cristian Millán-Arias, Ruben Contreras, Francisco Cruz, Bruno J. T. Fernandes
2022	J	`jnl`	Synthesis of Satellite-Like Urban Images From Historical Maps Using Conditional GAN. IEEE Geosci. Remote. Sens. Lett. Henrique J. A. Andrade, Bruno J. T. Fernandes
2021	J	`jnl`	A Framework for Anomaly Identification Applied on Fall Detection. IEEE Access Yves M. Galvão, Letícia Portela, Janderson Ferreira, Pablo Barros, Roberta Andrade de Araújo Fagundes, Bruno J. T. Fernandes
2021	J	`jnl`	A Robust Approach for Continuous Interactive Actor-Critic Algorithms. IEEE Access Cristian Millán-Arias, Bruno J. T. Fernandes, Francisco Cruz, Richard Dazeley, Sérgio Fernandes
2021	—	`conf`	A hybrid sequential system for inflation forecasting. LA-CCI André L. S. Xavier, Bruno J. T. Fernandes, João F. L. de Oliveira
2021	J	`jnl`	A multimodal approach using deep learning for fall detection. Expert Syst. Appl. Yves M. Galvão, Janderson Ferreira, Vinicius A. Albuquerque, Pablo V. A. Barros, Bruno J. T. Fernandes
2021	J	`jnl`	Explainable Deep Reinforcement Learning Using Introspection in a Non-episodic Task. CoRR Angel Ayala, Francisco Cruz, Bruno J. T. Fernandes, Richard Dazeley
2021	J	`jnl`	Learning Proxemic Behavior Using Reinforcement Learning with Cognitive Agents. CoRR Cristian Millán-Arias, Bruno J. T. Fernandes, Francisco Cruz
2020	—	`conf`	A Comparison of Humanoid Robot Simulators: A Quantitative Approach. ICDL-EPIROB Angel Ayala, Francisco Cruz, Diego Campos, Rodrigo Rubio, Bruno J. T. Fernandes, Richard Dazeley
2020	J	`jnl`	A Comparison of Humanoid Robot Simulators: A Quantitative Approach. CoRR Angel Ayala, Francisco Cruz, Diego Campos, Rodrigo Rubio, Bruno J. T. Fernandes, Richard Dazeley
2020	B	`conf`	A Robust Approach for Continuous Interactive Reinforcement Learning. HAI Cristian Millán-Arias, Bruno J. T. Fernandes, Francisco Cruz, Richard Dazeley, Sérgio Fernandes
2020	J	`jnl`	Analysis of Social Robotic Navigation approaches: CNN Encoder and Incremental Learning as an alternative to Deep Reinforcement Learning. CoRR Janderson Ferreira, Agostinho A. F. Júnior, Letícia Castro, Yves M. Galvão, Pablo V. A. Barros, Bruno J. T. Fernandes
2020	B	`conf`	Binary and Multi-label Defect Classification of Printed Circuit Board based on Transfer Learning. ESANN George O. de A. Azevedo, Leandro H. de S. Silva, Agostinho A. F. Júnior, Bruno J. T. Fernandes, Sergio C. Oliveira
2020	B	`conf`	CNN Encoder to Reduce the Dimensionality of Data Image for Motion Planning. ESANN Janderson Ferreira, Agostinho A. F. Júnior, Yves M. Galvão, Bruno J. T. Fernandes, Pablo V. A. Barros
2020	J	`jnl`	CNN Encoder to Reduce the Dimensionality of Data Image for Motion Planning. CoRR Janderson Ferreira, Agostinho A. F. Júnior, Yves M. Galvão, Bruno J. T. Fernandes, Pablo V. A. Barros
2020	J	`jnl`	Deep Reinforcement Learning with Interactive Feedback in a Human-Robot Environment. CoRR Ithan Moreira, Javier Rivas, Francisco Cruz, Richard Dazeley, Angel Ayala, Bruno J. T. Fernandes
2020	B	`conf`	KutralNet: A Portable Deep Learning Model for Fire Recognition. IJCNN Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz, David L. Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
2020	J	`jnl`	KutralNet: A Portable Deep Learning Model for Fire Recognition. CoRR Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz, David L. Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
2020	—	`conf`	Performance Improvement of Path Planning algorithms with Deep Learning Encoder Model. ICDL-EPIROB Janderson Ferreira, Agostinho A. F. Júnior, Yves M. Galvão, Pablo V. A. Barros, Sérgio Murilo Maciel Fernandes, Bruno J. T. Fernandes
2020	J	`jnl`	Performance Improvement of Path Planning algorithms with Deep Learning Encoder Model. CoRR Janderson Ferreira, Agostinho A. F. Júnior, Yves M. Galvão, Pablo V. A. Barros, Sérgio Murilo Maciel Fernandes, Bruno J. T. Fernandes
2019	—	`conf`	Automatic Optical Inspection for Defective PCB Detection Using Transfer Learning. LA-CCI Leandro H. de S. Silva, George O. de A. Azevedo, Bruno J. T. Fernandes, Byron L. D. Bezerra, Estanislau B. Lima, Sergio C. Oliveira
2019	B	`conf`	Human feedback in continuous actor-critic reinforcement learning. ESANN Cristian Millán, Bruno J. T. Fernandes, Francisco Cruz
2019	—	`conf`	Lightweight and efficient octave convolutional neural network for fire recognition. LA-CCI Angel Ayala, Estanislau Lima, Bruno J. T. Fernandes, Byron L. D. Bezerra, Francisco Cruz
2018	B	`conf`	Non-negative Structured Pyramidal Neural Network for Pattern Recognition. IJCNN Milla S. A. Ferro, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
2018	J	`jnl`	Pyramidal neural networks with evolved variable receptive fields. Neural Comput. Appl. Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
2018	J	`jnl`	Structured Pyramidal Neural Networks. Int. J. Neural Syst. Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
2017	J	`jnl`	A dynamic gesture recognition and prediction system using the convexity approach. Comput. Vis. Image Underst. Pablo V. A. Barros, Nestor T. Maciel-Junior, Bruno J. T. Fernandes, Byron L. D. Bezerra, Sérgio M. M. Fernandes
2017	B	`conf`	A novel constructive algorithm for CANet. IJCNN Danilo Cesar Pereira, Bruno J. T. Fernandes
2017	—	`conf`	Anomaly detection in smart houses: Monitoring elderly daily behavior for fall detecting. LA-CCI Yves M. Galvão, Vinicius A. Albuquerque, Bruno J. T. Fernandes, Mêuser J. S. Valença
2017	—	`conf`	Extreme learning machine autoencoder for data augmentation. LA-CCI Janderson Ferreira, Milla S. A. Ferro, Bruno J. T. Fernandes, Mêuser J. S. Valença, Carmelo José Albanez Bastos Filho, Pablo V. A. Barros
2017	—	`conf`	Human action recognition with 3D convolutional neural network. LA-CCI Tiago Lima, Bruno J. T. Fernandes, Pablo V. A. Barros
2017	B	`conf`	Non-negative pyramidal neural network for parts-based learning. IJCNN Milla S. A. Ferro, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
2017	—	`conf`	Tracking and counting of vehicles for flow analysis from urban traffic videos. LA-CCI Igor S. Farias, Bruno J. T. Fernandes, Edison Q. Albuquerque, Byron Leite Dantas Bezerra
2016	B	`conf`	Understanding how deep neural networks learn face expressions. IJCNN Nima Mousavi, Henrique Siqueira, Pablo V. A. Barros, Bruno J. T. Fernandes, Stefan Wermter
2015	—	`conf`	FSSGR: Feature Selection System to Dynamic Gesture Recognition. ICIAP Workshops Diego G. S. Santos, Rodrigo C. Neto, Bruno J. T. Fernandes, Byron L. D. Bezerra
2015	J	`jnl`	HAGR-D: A Novel Approach for Gesture Recognition with Depth Maps. Sensors Diego G. S. Santos, Bruno J. T. Fernandes, Byron L. D. Bezerra
2015	—	`conf`	Pyramidal Neural Networks with Variable Receptive Fields Designed by Genetic Algorithms. GECCO (Companion) Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
2014	J	`jnl`	A Dynamic Gesture Recognition System based on CIPBR Algorithm. Polibits Diego G. S. Santos, Rodrigo C. Neto, Bruno J. T. Fernandes, Byron L. D. Bezerra
2014	C	`conf`	Lateral Inhibition Pyramidal Neural Network for Detection of Optical Defocus (Zernike Z 5). ICANN Bruno J. T. Fernandes, Diego Rativa
2014	C	`conf`	Lateral Inhibition Pyramidal Neural Networks Designed by Particle Swarm Optimization. ICANN Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
2013	C	`conf`	An Effective Dynamic Gesture Recognition System Based on the Feature Vector Reduction for SURF and LCS. ICANN Pablo V. A. Barros, Nestor T. M. Junior, Juvenal M. M. Bisneto, Bruno J. T. Fernandes, Byron L. D. Bezerra, Sérgio M. M. Fernandes
2013	J	`jnl`	AutoAssociative Pyramidal Neural Network for one class pattern classification with implicit feature extraction. Expert Syst. Appl. Bruno J. T. Fernandes, George D. C. Cavalcanti, Tsang Ing Ren
2013	B	`conf`	Automatic method for stock trading combining technical analysis and the Artificial Bee Colony Algorithm. IEEE Congress on Evolutionary Computation Rodrigo C. Brasileiro, Victor L. F. Souza, Bruno J. T. Fernandes, Adriano L. I. Oliveira
2013	Misc	`conf`	Convexity local contour sequences for gesture recognition. SAC Pablo V. A. Barros, Nestor T. M. Junior, Juvenal M. M. Bisneto, Bruno J. T. Fernandes, Byron L. D. Bezerra, Sérgio M. M. Fernandes
2011	B	`conf`	Autoassociative Pyramidal Neural Network for face verification. IJCNN Bruno J. T. Fernandes, George D. C. Cavalcanti, Tsang Ing Ren
2009	B	`conf`	A receptive field based approach for face detection. IJCNN Bruno J. T. Fernandes, George D. C. Cavalcanti, Ing Ren Tsang
2008	—	`conf`	A Pyramidal Neural Network Based on Nonclassical Receptive Field Inhibition. ICTAI (1) Bruno J. T. Fernandes, George D. C. Cavalcanti
2008	C	`conf`	Classification and Segmentation of Visual Patterns Based on Receptive and Inhibitory Fields. HIS Bruno J. T. Fernandes, George D. C. Cavalcanti, Ing Ren Tsang