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ORCIDCelso B. Carvalho
Celso Barbosa Carvalho
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- affiliation: Federal University of Amazonas, Brazil
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2020 – today
- 2024
[j11]Pierre V. Dantas
, Waldir Sabino da Silva Jr., Lucas Carvalho Cordeiro, Celso Barbosa Carvalho:
A comprehensive review of model compression techniques in machine learning. Appl. Intell. 54(22): 11804-11844 (2024)- [j10]Ruan C. M. Teixeira, Celso B. Carvalho, Carlos T. Calafate, Edjair Mota, Rubens A. Fernandes, André Luiz Printes, Lennon B. F. Nascimento:
FloatingBlue: A Delay Tolerant Networks-Enabled Internet of Things Architecture for Remote Areas Combining Data Mules and Low Power Communications. Sensors 24(19): 6218 (2024) - [c44]Gustavo M. Torres, Andrey R. R. Bessa, José E. B. S. Linhares, Mateus O. Silva, Adriel V. Dos Santos, Myke D. M. Valadão, Vinicius S. Menezes, Edma V. C. Urtiga Mattos, Antônio M. C. Pereira, Agemilson P. Silva, Allan C. Brito, Ruan J. S. Belém, Rômulo S. F., Waldir S. S. Júnior, Celso B. Carvalho:
A Designing Databases Framework for AI Training in Industrial Predictive Maintenance. ICCE-Taiwan 2024: 263-264 - [c43]Antônio M. C. Pereira, Mateus O. Silva, Andrey R. R. Bessa, José E. B. S. Linhares, Diego A. Amoedo, Edma V. C. Urtiga Mattos, Agemilson P. Silva, Allan C. Brito, Ruan J. S. Belém, Rômulo S. F., Jean A. O. Nunes, Madson R. Lemos, Maura R. A. Costa, Waldir S. S. Júnior, Celso B. Carvalho:
Implementing Machine Learning Microservices for Predictive Maintenance of Industrial Assets. ICCE-Taiwan 2024: 265-266 - [c42]José E. B. S. Linhares, Gustavo M. Torres, Matheus S. Uchôa, Adriel V. Dos Santos, Myke D. M. Valadão, Diego A. Amoedo, Maria Regina Araújo Souza, Edma V. C. Urtiga Mattos, Antônio M. C. Pereira, Agemilson P. Silva, Allan C. Brito, Allan R. A. da Silva, Rômulo S. F., Jean A. O. Nunes, Madson R. Lemos, Maura R. A. Costa, Waldir S. S. Júnior, Celso B. Carvalho:
Asset Administration Shell in Manufacturing: Case Study in Manaus Industrial Complex. ICCE-Taiwan 2024: 269-270 - [c41]Myke D. M. Valadão, Mateus O. Silva, Gustavo M. Torres, Matheus S. Uchôa, Andrey R. R. Bessa, Diego A. Amoedo, Vinicius S. Menezes, Edma V. C. Urtiga Mattos, Antônio M. C. Pereira, Agemilson P. Silva, Allan C. Brito, Ruan J. S. Belém, Rômulo S. F., Waldir S. S. Junior, Celso B. Carvalho:
Forecast of Anomalies in Vacuum Pump based on HEX@ Sensor using TSMixer Model. ICCE-Taiwan 2024: 339-340 - [c40]Rodrigo G. Printes, Giselle L. Marinho, Elias A. S. De Almeida, Andrey R. R. Bessa, Diego A. Amoedo, Edma V. C. Urtiga Mattos, Waldir S. S. Júnior, Celso B. Carvalho:
Wireless IoT System of Identification of Erratic Movement in Tambaqui Through Behavioral Image Monitoring. ICCE-Taiwan 2024: 407-408 - [c39]Adriel Vasques, Andrey R. R. Bessa, José E. B. S. Linhares, Mateus O. Silva, Gustavo M. Torres, Matheus S. Uchôa, Myke D. M. Valadão, Edma V. C. Urtiga Mattos, Antônio M. C. Pereira, Agemilson P. Silva, Allan C. Brito, Rômulo S. F., Waldir S. S. Junior, Celso B. Carvalho:
Integrating NVIDIA Jetson Nano as a Data Server in IIoT Ecosystems: A Case Study. ICCE-Taiwan 2024: 677-678 - [c38]Andrey R. R. Bessa, José E. B. S. Linhares, Matheus S. Uchôa, Adriel V. Dos Santos, Diego A. Amoedo, Maria R. A. Souza, Edma V. C. Urtiga Mattos, Antônio M. C. Pereira, Agemilson P. Silva, Allan C. Brito, Rômulo S. F., Jean A. O. Nunes, Madson R. Lemos, Maura R. A. Costa, Waldir S. S. Junior, Celso B. Carvalho:
Architecture for Industrial Asset Sensing using LoRaWAN and Acquisition Microservice. ICCE-Taiwan 2024: 681-682 - [c37]Kristhian Aguilar, Victor Cavalcante, Celso B. Carvalho, Waldir Sabino, Mateus Oliveira:
Automatic Glaucoma Classification and Feature Detection for the Justraigs Challenge. ISBI 2024: 1-4 - 2023
- [c36]Paulo T. A. Pereira, Juliano S. M. Lima, Isabella N. Mendes, Juliana A. Oliveira, Andrey R. R. Bessa, Diego A. Amoedo, Edma V. C. Urtiga Mattos, Celso B. Carvalho, Waldir S. S. Júnior:
Human Resources Training Project in Wireless Communication Technologies and IoT. SIoT 2023: 1-5 - [c35]Luiz E. P. Reis, Ingrid B. D. Souza, Jorge D. R. da Silva, Celso B. Carvalho, Waldir S. S. Júnior, Andrey R. R. Bessa, Diego A. Amoedo, Edma V. C. Urtiga Mattos:
Wireless IoT System for Detection of Fruit Maturation by Color and Ethylene Gas. SIoT 2023: 1-5 - 2022
- [j9]Marcio Nunes De Miranda, Daniel Ratton Figueiredo, Daniel Frazão Luiz, Celso Barbosa Carvalho, Daniel Sadoc Menasché:
Design and Analysis of Distributed Tree Growing Algorithms. IEEE Access 10: 26580-26602 (2022) - [j8]Renata do Nascimento Mota Macambira, Celso Barbosa Carvalho, José Ferreira de Rezende:
Energy-efficient routing in LEO satellite networks for extending satellites lifetime. Comput. Commun. 195: 463-475 (2022) - [c34]Lucas G. Muniz de Castro, Adriano E. Santos, Daniel Frazão Luiz, Waldir S. S. Junior, Celso B. Carvalho:
A survey of 5G network systems: trends and Deep Learning approaches. ICCE-TW 2022: 25-26 - [c33]Mateus O. Silva, Gustavo M. Torres, Myke D. M. Valadão, Edma V. C. Urtiga Mattos, Antônio M. C. Pereira, Matheus S. Uchôa, Lucas M. Torres, Valney M. N., Victor L. G. Cavalcante, José E. B. S. Linhares, Adriel V. Dos Santos, Agemilson P. Silva, Caio F. S. Cruz, Rômulo Fabrício, Ruan J. S. Belém, Lucas Fujita, Felipe A. A. Araújo, Carlos A. Monteiro, Thiago B. Bezerra, Waldir S. S. Junior, Celso B. Carvalho:
Action and Assembly Time Measurement System of Industry Workers using Jetson Nano. ICCE-TW 2022: 319-320 - [c32]Mateus O. Silva, Myke D. M. Valadão, Victor L. G. Cavalcante, Adriel V. Dos Santos, Gustavo M. Torres, Edma V. C. Urtiga Mattos, Antônio M. C. Pereira, Matheus S. Uchôa, Lucas M. Torres, José E. B. S. Linhares, Nilo E. M. Silva, Agemilson P. Silva, Caio F. S. Cruz, Rômulo Fabrício, Ruan J. S. Belém, Thiago B. Bezerra, Waldir S. S. Junior, Celso B. Carvalho:
Action Recognition of Industrial Workers using Detectron2 and AutoML Algorithms. ICCE-TW 2022: 321-322 - [c31]Myke D. M. Valadão, Diego A. Amoedo, Gustavo M. Torres, Edma V. C. Urtiga Mattos, Antônio M. C. Pereira, Matheus S. Uchôa, Lucas M. Torres, Victor L. G. Cavalcante, José E. B. S. Linhares, Mateus O. Silva, Agemilson P. Silva, Caio F. S. Cruz, Rômulo Fabrício, Ruan J. S. Belém, Thiago B. Bezerra, Waldir S. S. Júnior, Celso B. Carvalho:
Automatic Video Labeling with Assembly Actions of Workers on a Production Line Using ResNet. ICCE-TW 2022: 323-324 - [c30]Nilo E. M. Silva, Diego A. Amoedo, Matheus S. Uchôa, Max S. Santos, Andrey R. R. Bessa, Edma V. C. Urtiga Mattos, Antônio M. C. Pereira, Valney M. N., Andrew M. Santos, Agemilson P. Silva, Caio F. S. Cruz, Rômulo Fabrício, Ruan J. S. Belém, Rodrigo S. Lima, Isabella A. Cabral, Sandy F. Nascimento, Thiago B. Bezerra, Waldir S. S. Júnior, Celso B. Carvalho:
Sound Pressure Level Measurement System in an Industrial Production Line using STM32 Platform. ICCE-TW 2022: 325-326 - [c29]André L. M. Brandão, Lucas C. C. de Magalhães, Gabriel B. Cerquinho, Tatiana F. Costa, Adriano E. Santos, Daniel Frazão Luiz, Celso B. Carvalho, Waldir S. S. Júnior:
A low-cost IoT mobile system for sleep quality monitoring. ICCE-TW 2022: 509-510 - [c28]Aris S. Canto, Pedro V. S. Matias, Rafael O. Moreira, Thyago A. Sampaio, Adriano E. Santos, Daniel Frazão Luiz, Celso B. Carvalho, Waldir S. S. Júnior:
A mobile IoT system for the detection and prevention of vehicular collisions. ICCE-TW 2022: 511-512 - [c27]Andrey R. R. Bessa, Max S. Santos, José E. B. S. Linhares, Myke D. M. Valadão, Diego A. Amoedo, Edma V. C. Urtiga Mattos, Antônio M. C. Pereira, Lucas M. Torres, Valney M. N., Andrew M. Santos, Agemilson P. Silva, Caio F. S. Cruz, Rômulo Fabrício, Ruan J. S. Belém, Thiago B. Bezerra, Waldir S. S. Junior, Celso B. Carvalho:
Design. Implementation and Evaluation of a Private LoRaWan Network for Industrial Internet of Things (IIoT) Applications. ICCE-TW 2022: 513-514 - [c26]Max S. Santos, Nilo E. M. Silva, Andrey R. R. Bessa, Andrew M. Santos, Adriel V. Dos Santos, Diego A. Amoedo, Edma V. C. Urtiga Mattos, Antônio M. C. Pereira, Valney M. N., Gustavo M. Torres, Agemilson P. Silva, Caio F. S. Cruz, Rômulo Fabrício, Ruan J. S. Belém, Thiago B. Bezerra, Waldir S. S. Junior, Celso B. Carvalho:
Design and Implementation of a Software Library for Industrial IoT Sensor/Actuator Nodes. ICCE-TW 2022: 515-516 - [c25]William C. da Rosa, Pierre V. Dantas, Waldir Sabino da Silva Jr., Celso B. Carvalho:
Graph Signal Processing and Applications: A Survey. ICCE 2022: 1-4 - [c24]Myke D. M. Valadão, Diego A. Amoedo, Antônio M. C. Pereira, Samuel A. Tavares, Rafael S. Furtado, Celso B. Carvalho, André L. A. da Costa, Waldir S. S. Júnior:
Cooperative Spectrum Sensing System using Residual Convolutional Neural Network. ICCE 2022: 1-5 - [c23]Ângela K. Matsuo, Bianca A. Guterres, Nathalia D. Colares, Otavio N. Pessoa, Adriano E. Santos, Daniel Frazão Luiz, Celso B. Carvalho, Waldir S. S. Júnior:
A Low-cost IoT Mobile System for Monitoring Vital Signs of Elderly People. SIoT 2022: 1-4 - 2021
- [j7]Myke D. M. Valadão, Diego A. Amoedo, André S. Costa, Celso B. Carvalho, Waldir Sabino da Silva Jr.:
Deep Cooperative Spectrum Sensing Based on Residual Neural Network Using Feature Extraction and Random Forest Classifier. Sensors 21(21): 7146 (2021) - [j6]Gilmara Santos, Diogo Soares, Celso B. Carvalho, Edjair Mota:
An Energy-Saving Forwarding Mechanism Based on Clustering for Opportunistic Networks. Sensors 21(22): 7427 (2021) - [c22]Diego A. Amoedo, Mateus O. Da Silva, Victor L. G. Calvacante, Gustavo M. Torres, Adriel V. Dos Santos, Edma V. C. Urtiga Mattos, Antônio M. C. Pereira, Allan R. A. da Silva, Agemilson P. Silva, Cláudio H. A. Rodrigues, Rafael S. Do Nascimento, Lucas F. Reis, Luã S. Dupont, Ricardo G. Paula, Frederico S. Pinagé, Waldir S. S. Junior, Celso B. Carvalho:
Vector Spectrum Analyzer using USRP and Matlab applied to Wi-Fi Signals. ICCE-TW 2021: 1-2 - [c21]Abdel F. Chabi, Jean C. B. Guimaraes, Jones C. Pinto, Rafael S. Furtado, Waldir S. S. Junior, Celso B. Carvalho, Adriano E. Santos, Daniel Frazão Luiz:
A IoT System for Vehicle Tracking using Long Range Wide Area Network. ICCE-TW 2021: 1-2 - [c20]Ângela K. Matsuo, Adriano E. Santos, Celso B. Carvalho, Daniel M. Abreu, Daniel Frazão Luiz, David L. S. Figueira, Leandro A. Silva, Vítor F. Souza, Waldir S. S. Junior:
Smart Plug Prototype for Residential Electrical Energy Monitoring. ICCE-TW 2021: 1-2 - [c19]Edma V. C. Urtiga Mattos, Gustavo M. Torres, Mateus O. Da Silva, Victor L. G. Cavalcante, Adriel V. Dos Santos, Diego A. Amoedo, Antônio M. C. Pereira, Allan R. A. da Silva, Agemilson P. Silva, Cláudio H. A. Rodrigues, Rafael S. Do Nascimento, Lucas F. Reis, Luã S. Dupont, Ricardo G. Paula, Frederico S. Pinagé, Waldir S. S. Junior, Celso B. Carvalho:
Quality of Experience evaluation of 4k Video Streaming using Referenced Metrics. ICCE-TW 2021: 1-2 - [c18]Andrew M. Santos, Laísa O. Paiva, Jonatas R. Reis, Nilo E. M. Silva, Adriano E. Santos, Daniel Frazão Luiz, Celso B. Carvalho, Waldir S. S. Junior:
Smart Garden Monitoring and Irrigation System in Multiplatform Application Using IoT. ICCE-TW 2021: 1-2 - [c17]Adriel V. Dos Santos, Mateus O. Da Silva, Victor L. G. Cavalcante, Gustavo M. Torres, Diego A. Amoedo, Edma V. C. Urtiga Mattos, Antônio M. C. Pereira, Allan R. A. da Silva, Agemilson P. Silva, Cláudio H. A. Rodrigues, Rafael S. Do Nascimento, Lucas F. Reis, Luã S. Dupont, Ricardo G. Paula, Frederico S. Pinagé, Waldir S. S. Junior, Celso B. Carvalho:
A theoretical-practical model for 4k multimedia system for wireless communication by light. ICCE-TW 2021: 1-2 - [c16]Mateus O. Da Silva, Victor L. G. Calvacante, Edma V. C. Urtiga Mattos, Gustavo M. Torres, Adriel V. Dos Santos, Diego A. Amoedo, Antônio M. C. Pereira, Allan R. A. da Silva, Agemilson P. Silva, Cláudio H. A. Rodrigues, Rafael S. Do Nascimento, Lucas F. Reis, Luã S. Dupont, Ricardo G. Paula, Frederico S. Pinagé, Waldir S. S. Junior, Celso B. Carvalho:
Assessing Quality of Experience of 4k Video Streams Using No-Referenced Metrics. ICCE-TW 2021: 1-2 - [c15]Rafael S. Furtado, Yasmim P. Torres, Mateus O. Silva, Georgio S. Colares, Antônio M. C. Pereira, Diego A. Amoedo, Myke D. M. Valadão, Celso B. Carvalho, André L. A. da Costa, Waldir S. S. Junior:
Automatic Modulation Classification in Real Tx/Rx Environment using Machine Learning and SDR. ICCE 2021: 1-4 - [c14]Mateus O. Silva, David Alan de Oliveira Ferreira, Kethilen Y. Ouchi, Gustavo M. Torres, Edma V. C. Urtiga Mattos, Antônio M. C. Pereira, Luciana R. Costa, Victor L. G. Cavalcante, Caio F. S. Cruz, Agemilson P. Silva, Ruan J. S. Belém, Anderson S. Jesus, Wilson C. C. Junior, Ricardo G. Paula, Thiago B. Bezerra, Waldir S. S. Junior, Celso B. Carvalho:
Automated Bright Pixel Detection System on LCD Displays. ICCE 2021: 1-4 - [c13]Gustavo M. Torres, Adriana S. Souza, David A. O. Ferreira, Luiz C. S. Garcia Júnior, Kethilen Y. Ouchi, Myke D. M. Valadão, Mateus O. Silva, Victor L. G. Cavalcante, Edma V. C. Urtiga Mattos, Antônio M. C. Pereira, Caio F. S. Cruz, Agemilson P. Silva, Ruan J. S. Belém, André S. Costa, Lucas Gabriel Coimbra Evangelista, Wilson C. C. Junior, Ricardo G. Paula, Thiago B. Bezerra, Waldir S. S. Junior, Celso B. Carvalho:
Automated Mura Defect Detection System on LCD Displays using Random Forest Classifier. ICCE 2021: 1-4 - [c12]Myke D. M. Valadão, Waldir S. S. Junior, Celso B. Carvalho:
Trends and Challenges for the Spectrum Efficiency in NOMA and MIMO based Cognitive Radio in 5G Networks. ICCE 2021: 1-4 - [i6]Thales Ruano Barros de Souza, Gabriel Goes Rodrigues, Luan da Silva Serrao, Renata do Nascimento Mota Macambira, Celso Barbosa Carvalho:
Residential smart plug with bluetooth communication. CoRR abs/2103.15757 (2021) - [i5]Lucas Santos Goncalves, Celso Barbosa Carvalho:
Sistema de sensoriamento sem fio aplicavel a deteccao de incendios florestais. CoRR abs/2111.12209 (2021) - 2020
- [j5]David Alan de Oliveira Ferreira, Richard Demo Souza, Celso B. Carvalho:
QA-kNN: Indoor Localization Based on Quartile Analysis and the kNN Classifier for Wireless Networks. Sensors 20(17): 4714 (2020) - [c11]Victor L. G. Cavalcante, Diego A. Amoedo, Adriana S. Souza, Luciana R. Costa, Myke D. M. Valadão, Caio F. S. Cruz, Agemilson P. Silva, Ruan J. S. Belém, Anderson S. Jesus, Lucas Gabriel Coimbra Evangelista, Osmar R. A. Silva, Ricardo G. Paula, Thiago B. Bezerra, Waldir S. S. Júnior, Celso B. Carvalho:
Automated Dead/Bright Pixel Distance Measurement System on Computer Monitors. ICCE-TW 2020: 1-2 - [c10]Pierre V. Dantas, Celso B. Carvalho, Waldir S. S. Júnior:
Turning Digital Signal Processing into Graph Signal Processing: Overview and Applications. ICCE-TW 2020: 1-2 - [c9]David A. O. Ferreira, Diego A. Amoedo, Luciana R. Costa, Myke D. M. Valadão, Adriana S. Souza, Kethilen Y. Ouchi, Antônio M. C. Pereira, Gustavo M. Torres, Mateus O. Silva, Caio F. S. Cruz, Agemilson P. Silva, Ruan J. S. Belém, Anderson S. Jesus, André S. Costa, Lucas Gabriel Coimbra Evangelista, Osmar R. A. Silva, Thiago B. Bezerra, Waldir S. S. Júnior, Celso B. Carvalho:
Dead Pixel Detection on Liquid Crystal Displays using Random Forest, SVM, and Harris Detector. ICCE-TW 2020: 1-2 - [c8]Myke D. M. Valadão, Celso Barbosa Carvalho, Waldir S. S. Júnior:
Trends and Challenges for the Spectrum Sensing in the Next Generation of Communication Systems. ICCE-TW 2020: 1-2 - [c7]Pierre V. Dantas, Waldir Sabino da Silva Jr., Celso B. Carvalho:
Energy Disaggregation Using Principal Component Analysis Representation. MLIS 2020: 54-60 - [i4]David Alan de Oliveira Ferreira, Celso Barbosa Carvalho, Edjair de Souza Mota:
Localizacao em ambientes internos utilizando redes Wi-Fi. CoRR abs/2012.14850 (2020)
2010 – 2019
- 2019
- [j4]Celso B. Carvalho, Edjair Mota, Eric S. Ferraz, Paulo Seixas, Paulo Souza, Vitor Tavares, Walfredo Lucena Filho, David Alan de Oliveira Ferreira, Pietro Manzoni, Carlos T. Calafate:
Entropy based routing for mobile, low power and lossy wireless sensors networks. Int. J. Distributed Sens. Networks 15(7) (2019) - [c6]Eric S. Ferraz, Paulo Seixas, Celso B. Carvalho:
Three-dimensional location in RFID systems with mobile reader. AIAM (ACM) 2019: 63:1-63:6 - 2018
- [j3]Walfredo D. C. L. Filho, Eric S. Ferraz, Waldir Sabino da Silva Jr., Celso B. Carvalho:
Power Control and Anti-collision Mechanism for RFID Systems. Ad Hoc Sens. Wirel. Networks 42(1-2): 107-124 (2018) - [c5]Diogo Soares, Bruno Matthaus, Edjair de Souza Mota, Celso B. Carvalho:
A Feasibility Study of Watchdogs on Opportunistic Mobile Networks. ISCC 2018: 123-128 - [c4]Diogo Soares, Bruno Matthaus, Edjair de Souza Mota, Celso B. Carvalho:
Avaliação Experimental da Eficácia de um Watchdog em Redes Oportunistas Móveis. SBRC 2018: 935-948 - [i3]Eric V. das Neves, Ronaldo N. Martins, Celso B. Carvalho, Edjair Mota:
Disseminacao de mensagens DTN com base em grupos de interesses. CoRR abs/1801.04837 (2018) - 2017
- [i2]Eric S. Ferraz, Celso B. Carvalho:
Localizacao 3D em sistemas RFID com leitor movel. CoRR abs/1706.00446 (2017) - [i1]Abraão Caldas, Renato Degelo, Edjair Mota, Celso B. Carvalho:
Compressão de dados sem perdas para dispositivos IoT. CoRR abs/1709.10212 (2017) - 2016
- [c3]Phillipe A. Pereira, Higo F. Albuquerque, Hendrio Marques, Isabela da Silva, Celso B. Carvalho, Lucas C. Cordeiro, Vanessa Santos, Ricardo Ferreira:
Verifying CUDA programs using SMT-based context-bounded model checking. SAC 2016: 1648-1653 - 2015
- [j2]Celso Barbosa Carvalho, José Ferreira de Rezende:
Routing for capacity improvement in Multi-Channel-Width Multi-Radio Wireless Mesh Networks. Int. J. Commun. Networks Inf. Secur. 7(3) (2015) - 2011
- [j1]Carlos Henrique Pereira Augusto, Celso Barbosa Carvalho, Marcel William Rocha da Silva, José Ferreira de Rezende:
REUSE: A combined routing and link scheduling mechanism for wireless mesh networks. Comput. Commun. 34(18): 2207-2216 (2011) - 2010
- [c2]Carlos Henrique Pereira Augusto, Celso Barbosa Carvalho, Marcel William Rocha da Silva, José Ferreira de Rezende:
The impact of joint routing and link scheduling on the performance of wireless mesh networks. LCN 2010: 80-87 - [c1]Celso Barbosa Carvalho, José Ferreira de Rezende:
Routing in IEEE 802.11 wireless mesh networks with channel width adaptation. Med-Hoc-Net 2010: 1-8
Coauthor Index
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