Marcelo A. C. Fernandes

57 papers B 2Misc 1Journal 50Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Novel Training Strategy for Deep Learning Model Compression Applied to Automatic Modulation Classification. IEEE Open J. Commun. Soc. Mateus A. S. S. Goldbarg, Micael Balza, Sérgio N. Silva, Lucileide M. D. Da Silva, Marcelo A. C. Fernandes
2025	J	`jnl`	A Real-Time Safe Navigation Proposal for Mobile Robots in Unknown Environments Using Meta-Heuristics. IEEE Access Micael Balza, Mateus A. S. S. Goldbarg, Sérgio N. Silva, Lucileide M. D. Da Silva, Marcelo A. C. Fernandes
2025	J	`jnl`	Adaptive horizontal scaling in kubernetes clusters with ANN-based load forecasting. Clust. Comput. Lucileide M. D. Da Silva, Pedro V. A. Alves, Sérgio N. Silva, Marcelo A. C. Fernandes
2025	J	`jnl`	Optimizing Tactile Feedback Devices with Fixed-Point Computation on FPGA. Circuits Syst. Signal Process. José Claudio Vieira S. Junior, Micael Balza, Sérgio N. Silva, Lucileide M. D. Da Silva, Marcelo A. C. Fernandes
2024	J	`jnl`	A New and Lightweight R-Peak Detector Using the TEDA Evolving Algorithm. Mach. Learn. Knowl. Extr. Lucileide M. D. Da Silva, Sérgio N. Silva, Luísa C. de Souza, Karolayne S. Azevedo, Luiz Affonso Guedes, Marcelo A. C. Fernandes
2024	J	`jnl`	Application of Fuzzy Logic for Horizontal Scaling in Kubernetes Environments within the Context of Edge Computing. Future Internet Sérgio N. Silva, Mateus A. S. S. Goldbarg, Lucileide M. D. Da Silva, Marcelo A. C. Fernandes
2024	J	`jnl`	ML-based inter-slice load balancing control for proactive offloading of virtual services. Comput. Networks Felipe Sampaio Dantas da Silva, Sérgio N. Silva, Lucileide M. D. Da Silva, Ayuri Bessa, Samuel Ferino, Pablo Paiva, Marcos Medeiros, Lucas Silva, José Neto, Kevin B. Costa, Charles H. F. dos Santos, Eduardo Aranha, Allan de M. Martins, Uirá Kulesza, Roger Immich, Augusto J. V. Neto, Ramon R. Fontes, Vicente Sousa, Marcelo A. C. Fernandes
2024	J	`jnl`	SHA-256 Hardware Proposal for IoT Devices in the Blockchain Context. Sensors Carlos E. B. Santos, Lucileide M. D. Da Silva, Matheus F. Torquato, Sérgio N. Silva, Marcelo A. C. Fernandes
2024	J	`jnl`	Self-organizing maps applied to the analysis and identification of characteristics related to air quality monitoring stations and its pollutants. Neural Comput. Appl. Emanoel L. R. Costa, Taiane Braga, Leonardo Alves Dias, Édler Lins de Albuquerque, Marcelo A. C. Fernandes
2024	J	`jnl`	Utilizing chaos game representation for enhanced classification of SARS-CoV-2 variants with stacked sparse autoencoders. Neural Comput. Appl. Maria G. F. Coutinho, Gabriel B. M. Câmara, Raquel de M. Barbosa, Marcelo A. C. Fernandes
2023	J	`jnl`	Deepvirusclassifier: a deep learning tool for classifying SARS-CoV-2 based on viral subtypes within the coronaviridae family. BMC Bioinform. Karolayne S. Azevedo, Luísa C. de Souza, Maria G. F. Coutinho, Raquel de M. Barbosa, Marcelo A. C. Fernandes
2023	—	`conf`	Machine Learning Applied to Anomaly Detection on 5G O-RAN Architecture. INNS DLIA@IJCNN Pedro V. A. Alves, Mateus A. S. S. Goldbarg, Wysterlânya K. P. Barros, Iago D. Rego, Vinícius J. M. T. Filho, Allan de M. Martins, Vicente A. de Sousa Jr., Ramon dos Reis Fontes, Eduardo Henrique da Silva Aranha, Augusto José Venâncio Neto, Marcelo A. C. Fernandes
2023	J	`jnl`	New proposal of viral genome representation applied in the classification of SARS-CoV-2 with deep learning. BMC Bioinform. Luísa C. de Souza, Karolayne S. Azevedo, Jackson Gomes de Souza, Raquel de M. Barbosa, Marcelo A. C. Fernandes
2022	J	`jnl`	Convolutional Neural Network Applied to SARS-CoV-2 Sequence Classification. Sensors Gabriel B. M. Câmara, Maria G. F. Coutinho, Lucileide M. D. Da Silva, Walter V. do N. Gadelha, Matheus F. Torquato, Raquel de M. Barbosa, Marcelo A. C. Fernandes
2022	J	`jnl`	FPGA Applied to Latency Reduction for the Tactile Internet. Sensors José Claudio Vieira S. Junior, Sérgio N. Silva, Matheus F. Torquato, Toktam Mahmoodi, Mischa Dohler, Marcelo A. C. Fernandes
2022	J	`jnl`	Prediction Techniques on FPGA for Latency Reduction on Tactile Internet. Sensors Sérgio N. Silva, Lucileide M. D. Da Silva, Leonardo Alves Dias, Marcelo A. C. Fernandes
2022	J	`jnl`	Proposal of a Real-Time Test Platform for Tactile Internet Systems. Sensors Pedro V. A. Alves, Patricia D. M. Plentz, Marcelo A. C. Fernandes
2021	B	`conf`	A Novel Training Strategy for Deep Learning Model Compression Applied to Viral Classifications. IJCNN Marcelo A. C. Fernandes, H. T. Kung
2021	J	`jnl`	A full-parallel implementation of Self-Organizing Maps on hardware. Neural Networks Leonardo Alves Dias, Augusto M. P. Damasceno, Elena I. Gaura, Marcelo A. C. Fernandes
2021	—	`conf`	FPGA Implementation of the Adaptive Digital Beamforming for Massive Array. VTC Spring Felipe F. Lopes, Sérgio N. Silva, Marcelo A. C. Fernandes
2021	J	`jnl`	Fully Parallel Implementation of Otsu Automatic Image Thresholding Algorithm on FPGA. Sensors Wysterlânya K. P. Barros, Leonardo Alves Dias, Marcelo A. C. Fernandes
2021	J	`jnl`	Hardware Architecture Proposal for TEDA Algorithm to Data Streaming Anomaly Detection. IEEE Access Lucileide M. D. Da Silva, Maria G. F. Coutinho, Carlos E. B. Santos, Mailson Ribeiro Santos, M. Dolores Ruiz, Luiz Affonso Guedes, Marcelo A. C. Fernandes
2021	B	`conf`	Optimization of MLP Neural Networks in 8-bit Microcontrollers using Program Memory. IJCNN Caio J. B. V. Guimarães, Matheus F. Torquato, Marcelo A. C. Fernandes
2021	J	`jnl`	User Driven FPGA-Based Design Automated Framework of Deep Neural Networks for Low-Power Low-Cost Edge Computing. IEEE Access Tarek Belabed, Maria Gracielly F. Coutinho, Marcelo A. C. Fernandes, Carlos Valderrama Sakuyama, Chokri Souani
2020	—	`conf`	A New Hardware Approach to Self-Organizing Maps. ASAP Leonardo Alves Dias, Maria G. F. Coutinho, Elena I. Gaura, Marcelo A. C. Fernandes
2020	J	`jnl`	Hardware Architecture Proposal for TEDA algorithm to Data Streaming Anomaly Detection. CoRR Lucileide M. D. Da Silva, Maria G. F. Coutinho, Carlos E. B. Santos, Mailson Ribeiro Santos, Luiz Affonso Guedes, M. Dolores Ruiz, Marcelo A. C. Fernandes
2020	Misc	`conf`	Low Cost and Low Power Stacked Sparse Autoencoder Hardware Acceleration for Deep Learning Edge Computing Applications. ATSIP Tarek Belabed, Maria Gracielly F. Coutinho, Marcelo A. C. Fernandes, Carlos Valderrama, Chokri Souani
2020	J	`jnl`	Parallel Implementation of K-Means Algorithm on FPGA. IEEE Access Leonardo Alves Dias, João Canas Ferreira, Marcelo A. C. Fernandes
2020	J	`jnl`	Proposal of Takagi-Sugeno Fuzzy-PI Controller Hardware. Sensors Sérgio N. Silva, Felipe F. Lopes, Carlos Valderrama, Marcelo A. C. Fernandes
2020	J	`jnl`	Proposal of a Takagi-Sugeno Fuzzy-PI Controller Hardware. CoRR Sérgio N. Silva, Felipe F. Lopes, Carlos Valderrama, Marcelo A. C. Fernandes
2020	J	`jnl`	Proposal of the CAD System for Melanoma Detection Using Reconfigurable Computing. Sensors Wysterlânya K. P. Barros, Daniel S. Morais, Felipe F. Lopes, Matheus F. Torquato, Raquel de M. Barbosa, Marcelo A. C. Fernandes
2020	J	`jnl`	Real-time Neural Networks Implementation Proposal for Microcontrollers. CoRR Caio J. B. V. Guimarães, Marcelo A. C. Fernandes
2020	J	`jnl`	Reconfigurable Computing Applied to Latency Reduction for the Tactile Internet. CoRR José Claudio Vieira S. Junior, Matheus F. Torquato, Toktam Mahmoodi, Mischa Dohler, Marcelo A. C. Fernandes
2019	J	`jnl`	A Survey and Taxonomy of FPGA-based Deep Learning Accelerators. J. Syst. Archit. Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Carlos Valderrama, Marcelo A. C. Fernandes, Mohamed Hedi Bedoui
2019	J	`jnl`	A parallel implementation of sequential minimal optimization on FPGA. Microprocess. Microsystems Daniel H. Noronha, Matheus F. Torquato, Marcelo A. C. Fernandes
2019	J	`jnl`	Application-Specific System Processor for the SHA-1 Hash Algorithm. CoRR Carlos E. B. S. Júnior, Matheus F. Torquato, Marcelo A. C. Fernandes
2019	J	`jnl`	Butterfly Neural Filter Applied to Beamforming. IEEE Access Tiago F. B. de Sousa, Marcelo A. C. Fernandes
2019	J	`jnl`	Deep Neural Network Hardware Implementation Based on Stacked Sparse Autoencoder. IEEE Access Maria G. F. Coutinho, Matheus F. Torquato, Marcelo A. C. Fernandes
2019	J	`jnl`	High-Performance Parallel Implementation of Genetic Algorithm on FPGA. Circuits Syst. Signal Process. Matheus F. Torquato, Marcelo A. C. Fernandes
2019	J	`jnl`	Parallel Implementation of Particle Swarm Optimization on FPGA. IEEE Trans. Circuits Syst. II Express Briefs Alexandre L. X. Da Costa, Caroline A. D. Silva, Matheus F. Torquato, Marcelo A. C. Fernandes
2019	J	`jnl`	Parallel Implementation of Reinforcement Learning Q-Learning Technique for FPGA. IEEE Access Lucileide M. D. Da Silva, Matheus F. Torquato, Marcelo A. C. Fernandes
2019	J	`jnl`	Proposal of the Tactile Glove Device. Sensors José Claudio Vieira S. Junior, Matheus F. Torquato, Daniel H. Noronha, Sergio N. Silva, Marcelo A. C. Fernandes
2018	J	`jnl`	Adaptive Beamforming Applied to OFDM Systems. Sensors Tiago F. B. de Sousa, Dalton Soares Arantes, Marcelo A. C. Fernandes
2018	J	`jnl`	Efficient 3D Objects Recognition Using Multifoveated Point Clouds. Sensors Fabio Fonseca de Oliveira, Anderson A. S. Souza, Marcelo A. C. Fernandes, Rafael Beserra Gomes, Luiz Marcos Garcia Gonçalves
2018	J	`jnl`	High-Performance Parallel Implementation of Genetic Algorithm on FPGA. CoRR Matheus F. Torquato, Marcelo A. C. Fernandes
2018	J	`jnl`	Validation of a Dynamic Planning Navigation Strategy Applied to Mobile Terrestrial Robots. Sensors Caroline A. D. Silva, Átila V. F. M. de Oliveira, Marcelo A. C. Fernandes
2016	J	`jnl`	Dynamic planning navigation strategy for mobile terrestrial robots. Robotica Átila V. F. M. de Oliveira, Marcelo A. C. Fernandes
2016	J	`jnl`	Fuzzy controller applied to electric vehicles with continuously variable transmission. Neurocomputing Marcelo A. C. Fernandes
2016	J	`jnl`	Problem-based learning applied to the artificial intelligence course. Comput. Appl. Eng. Educ. Marcelo A. C. Fernandes
2015	J	`jnl`	Beamforming and Power Control in Sensor Arrays Using Reinforcement Learning. Sensors Náthalee C. Almeida, Marcelo A. C. Fernandes, Adrião D. D. Neto
2014	—	`conf`	An adaptive equalizer for reliable transmissions in DVB-S2 satellite communications under ISI. LATINCOM Andre N. Sapper, Eduardo R. de Lima, Cesar G. Chaves, Gabriel S. da Silva, Augusto F. R. Queiroz, Marcelo A. C. Fernandes
2014	J	`jnl`	Collaborative reception technique in wireless sensor networks using adaptive antennas. EURASIP J. Wirel. Commun. Netw. Marcelo A. C. Fernandes
2014	J	`jnl`	Neural equalization applied to systems with bidimensional digital modulation. Neural Comput. Appl. Marcelo A. C. Fernandes
2014	J	`jnl`	Parallel Fixed Point Implementation of a Radial Basis Function Network in an FPGA. Sensors Alisson C. D. de Souza, Marcelo A. C. Fernandes
2014	J	`jnl`	Platform for Real-Time Simulation of Dynamic Systems and Hardware-in-the-Loop for Control Algorithms. Sensors Isaac D. T. de Souza, Sergio N. Silva, Rafael M. Teles, Marcelo A. C. Fernandes
2002	J	`jnl`	Space-time processing for smart antennas in advanced receivers for the user terminal in 3G WCDMA systems. IEEE Trans. Consumer Electron. Fabbryccio A. C. M. Cardoso, Marcelo A. C. Fernandes, Dalton Soares Arantes
2000	J	`jnl`	8-VSB channel coding analysis for DTV broadcast. IEEE Trans. Consumer Electron. Fernando César Comparsi de Castro, Maria Cristina Felippetto de Castro, Marcelo A. C. Fernandes, Dalton Soares Arantes