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ORCIDMarianne Batista Diniz Da Silva
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2020 – today
- 2025
[j7]Thommas K. S. Flores
, Morsinaldo Medeiros, Marianne Silva, Daniel G. Costa, Ivanovitch Silva:
Enhanced Vector Quantization for Embedded Machine Learning: A Post-Training Approach With Incremental Clustering. IEEE Access 13: 17440-17456 (2025)- 2024
- [j6]Miguel Amaral, Gabriel Signoretti, Marianne Batista Diniz Da Silva, Ivanovitch Silva:
TAC: A Python package for IoT-focused Tiny Anomaly Compression. SoftwareX 26: 101747 (2024) - [c24]Morsinaldo Medeiros, Thommas K. S. Flores, Marianne Silva, Ivanovitch Silva:
A Multi-Layered Methodology for Driver Behavior Analysis Using TinyML and Edge Computing. EAIS 2024: 1-8 - [c23]Mariana Azevedo, Matheus Andrade, Morsinaldo Medeiros, Thaís Medeiros, Marianne Silva, Ivanovitch Silva, Emiliano Sisinni, Paolo Ferrari:
Optimizing Vehicle IoT Systems: SUMO-Digital Twin Performance Analysis. MetroInd4.0 & IoT 2024: 204-209 - [c22]Miguel Amaral, Morsinaldo Medeiros, Matheus Andrade, Thommas K. S. Flores, Marianne Silva, Ivanovitch Silva:
TinyML Implementation and Optimization for Fuel Type Classification on OBD-II Edge Device. SIoT 2024: 1-5 - 2023
- [c21]Thommas K. S. Flores, Marianne Silva, Mariana Azevedo, Thaís Medeiros, Morsinaldo Medeiros, Ivanovitch Silva, Max Mauro Dias Santos, Daniel G. Costa:
TinyML for Safe Driving: The Use of Embedded Machine Learning for Detecting Driver Distraction. MetroAutomotive 2023: 62-66 - [c20]Marianne Silva, Thaís Medeiros, Mariana Azevedo, Morsinaldo Medeiros, Mikael Themoteo, Tatiane Gois, Ivanovitch Silva, Daniel G. Costa:
An Adaptive TinyML Unsupervised Online Learning Algorithm for Driver Behavior Analysis. MetroAutomotive 2023: 199-204 - [c19]Thaís Medeiros, Miguel Amaral, Matheus Targino, Marianne Silva, Ivanovitch Silva, Emiliano Sisinni, Paolo Ferrari:
TinyML Custom AI Algorithms for Low-Power IoT Data Compression: A Bridge Monitoring Case Study. MetroInd4.0&IoT 2023: 54-59 - [c18]Matheus Andrade, Esther Wanderley, Mariana Azevedo, Thaís Medeiros, Marianne Silva, Ivanovitch Silva, Daniel G. Costa:
A Voice-Assisted Approach for Vehicular Data Querying from Automotive IoT-Based Databases. SIoT 2023: 1-5 - [c17]Thommas K. S. Flores, Matheus Andrade, Morsinaldo Medeiros, Miguel Amaral, Marianne Silva, Ivanovitch Silva:
Leveraging IoT and TinyML for Smart Battery Management in Electric Bicycles. SIoT 2023: 1-5 - [c16]Morsinaldo Medeiros, Mariana Azevedo, Miguel Amaral, Carlos M. D. Viegas, Marianne Silva, Ivanovitch Silva, Daniel G. Costa:
A Framework for Efficient Communication in IoT Applications in the Automotive Industry with OBD-II Edge. SIoT 2023: 1-5 - [c15]Mariana Azevedo, Thaís Medeiros, Morsinaldo Medeiros, Carlos M. D. Viegas, Marianne Silva, Ivanovitch Silva, Daniel G. Costa:
A Framework to Support Collection, Processing and Analysis of Smart Vehicles Data. WF-IoT 2023: 1-6 - 2022
- [j5]Pedro Andrade, Ivanovitch Silva, Marianne Batista Diniz Da Silva, Thommas K. S. Flores, Jordão Cassiano, Daniel G. Costa:
A TinyML Soft-Sensor Approach for Low-Cost Detection and Monitoring of Vehicular Emissions. Sensors 22(10): 3838 (2022) - [c14]Marianne Silva, Thommas K. S. Flores, Pedro Andrade, Jordão Silva, Ivanovitch Silva, Daniel G. Costa:
An Online Unsupervised Machine Learning Approach to Detect Driving Related Events. IECON 2022: 1-6 - [c13]Thommas K. S. Flores, Marianne Silva, Pedro Andrade, Jordão Silva, Ivanovitch Silva, Emiliano Sisinni, Paolo Ferrari, Stefano Rinaldi:
A TinyML Soft-Sensor for the Internet of Intelligent Vehicles. MetroAutomotive 2022: 18-23 - [c12]Marianne Silva, Gabriel Signoretti, Thommas K. S. Flores, Pedro Andrade, Jordão Silva, Ivanovitch Silva, Emiliano Sisinni, Paolo Ferrari:
A data-stream TinyML compression algorithm for vehicular applications: a case study. MetroInd4.0& IoT 2022: 408-413 - 2021
- [j4]Gabriel Signoretti, Marianne Batista Diniz Da Silva, Pedro Andrade, Ivanovitch Silva, Emiliano Sisinni, Paolo Ferrari:
An Evolving TinyML Compression Algorithm for IoT Environments Based on Data Eccentricity. Sensors 21(12): 4153 (2021) - [c11]Pedro Andrade, Ivanovitch Silva, Gabriel Signoretti, Marianne Batista Diniz Da Silva, João Dias, Lucas Marques, Wilson S. Melo, Carlos E. C. Galhardo:
A Metrological Fuel Surveillance Application Based on Internet of Intelligent Vehicles. MetroAutomotive 2021: 76-81 - [c10]Marianne Batista Diniz Da Silva, Gabriel Signoretti, Pedro Andrade, Ivanovitch Silva, Paolo Ferrari:
Towards a customized vehicular maintenance based on 2-layers data-stream application. MetroAutomotive 2021: 193-198 - [c9]Pedro Andrade, Ivanovitch Silva, Gabriel Signoretti, Marianne Batista Diniz Da Silva, João Dias, Lucas Marques, Daniel G. Costa:
An Unsupervised TinyML Approach Applied for Pavement Anomalies Detection Under the Internet of Intelligent Vehicles. MetroInd4.0&IoT 2021: 642-647 - 2020
- [c8]Lizianne Maria G. M. Sales, Danillo Siqueira Ramos, Rogério Patrício Chagas do Nascimento, Marianne Batista Diniz Da Silva, Alef Menezes dos Santos:
Perception of federal public administration ICT managers on good ICT governance practices. EATIS 2020: 43:1-43:5 - [c7]Gabriel Signoretti, Marianne Batista Diniz Da Silva, Jordy Araujo, Luiz Affonso Guedes, Ivanovitch Silva, Emiliano Sisinni, Paolo Ferrari:
Performance Evaluation of an evolving data compression algorithm embedded into an OBD-II edge device. MetroInd4.0&IoT 2020: 696-701
2010 – 2019
- 2019
- [j3]Marianne Batista Diniz Da Silva, Gabriel Signoretti, Julio Oliveira, Ivanovitch Silva, Daniel G. Costa:
A Crowdsensing Platform for Monitoring of Vehicular Emissions: A Smart City Perspective. Future Internet 11(1): 13 (2019) - [c6]Gabriel Signoretti, Marianne Batista Diniz Da Silva, Jordy Araujo, Ivanovitch Silva, Diego R. C. Silva, Paolo Ferrari, Emiliano Sisinni:
A Dependability Evaluation for OBD-II Edge Devices: An Internet of Intelligent Vehicles Perspective. LADC 2019: 1-9 - [c5]Gabriel Signoretti, Marianne Batista Diniz Da Silva, Alexandre Dias, Ivanovitch Silva, Diego R. C. Silva, Paolo Ferrari:
Performance Evaluation of an Edge OBD-II Device for Industry 4.0. MetroInd4.0&IoT 2019: 432-437 - 2018
- [j2]Marianne Batista Diniz Da Silva, Elton Vieira, Gabriel Signoretti, Ivanovitch M. D. Da Silva, Diego R. C. Silva, Paolo Ferrari:
A Customer Feedback Platform for Vehicle Manufacturing Compliant with Industry 4.0 Vision. Sensors 18(10): 3298 (2018) - [c4]Marianne Batista Diniz Da Silva, Danilo Siqueira Ramos, Denise Xavier dos Santos, Michel S. Soares, Isabel Dillmann Nunes, Rogério P. C. do Nascimento:
A Practical Approach to Teaching-Learning for Undergraduate Students: Governance of ICT directed to the Federal Public Administration (FPA). EATIS 2018: 34:1-34:7 - [c3]Marianne Batista Diniz Da Silva, Danilo Siqueira Ramos, Alef Menezes dos Santos, Denise Xavier dos Santos, Michel S. Soares, Isabel Dillmann Nunes, Rogério P. C. do Nascimento:
PeticGov: An auditing and direction framework for federal public organizations. EATIS 2018: 35:1-35:8 - [c2]Marianne Batista Diniz Da Silva, Elton Vieira, Ivanovitch M. D. Da Silva, Diego Rodrigo Cabral Silva, Paolo Ferrari, Stefano Rinaldi, Dhiego Fernandes Carvalho:
A customer feedback platform for vehicle manufacturing in Industry 4.0. ISCC 2018: 1249-1254 - 2017
- [j1]Marianne Batista Diniz Da Silva, Rogério Patrício Chagas do Nascimento, Isabel Dillmann Nunes, Maria Augusta Silveira Netto Nunes:
Iniciativas Nacionais de Governança de TIC que sugerem Modelos, Técnicas e Boas Práticas para a Administração Pública Federal: um Mapeamento Sistemático. Braz. J. Inf. Syst. 10(1): 39-51 (2017) - [c1]Marianne Batista Diniz Da Silva, Eduardo Coelho Silva, Fernando Alves De Carvalho Filho, Thauane Moura Garcia, Isabel Dillmann Nunes, Rogério Patrício Chagas do Nascimento:
Public ICT Governance: A Quasi-systematic Review. ICEIS (2) 2017: 351-359
Coauthor Index
aka: Ivanovitch M. D. Da Silva
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