Marianne Silva

23 papers C 5Journal 4Unranked 14
YearRankTypeTitle / Venue / Authors
2025 C conf
Autoencoders for Embedded Sensor Data Compression: A Case Study on Vehicular IoT Systems.
ETFA
Matheus Andrade, Miguel Amaral, Morsinaldo Medeiros, Marianne Silva, Ivanovitch Silva, Massimiliano Gaffurini, Dennis Brandão, Paolo Ferrari
2025 J jnl
Enhanced Vector Quantization for Embedded Machine Learning: A Post-Training Approach With Incremental Clustering.
IEEE Access
Thommas K. S. Flores, Morsinaldo Medeiros, Marianne Silva, Daniel G. Costa, Ivanovitch Silva
2025 J jnl
Evolving online clustering for real-time driver behavior analysis in IoT-enabled vehicles.
Evol. Syst.
Morsinaldo Medeiros, Marianne Silva, Ivanovitch Silva
2025 J jnl
Exploring Legislative Textual Data in Brazilian Portuguese: Readability Analysis and Knowledge Graph Generation.
Data
Gisliany Lillian Alves de Oliveira, Breno Santana Santos, Marianne Silva, Ivanovitch Silva
2025 C conf
Kolmogorov-Arnold Networks under TinyML Constraints: A Study on SoC Estimation for Electric Vehicles.
ETFA
Thommas K. S. Flores, Morsinaldo Medeiros, Marianne Silva, Daniel G. Costa, Ivanovitch Silva
2025 C conf
MST and MPT: Lightweight Incremental Algorithms for Multivariate Anomaly Detection and Correction on TinyML Devices.
ETFA
Morsinaldo Medeiros, Thaís Medeiros, Marianne Silva, Ivanovitch Silva, Massimiliano Gaffurini, Dennis Brandão, Paolo Ferrari
2025 — conf
Quantifying the Carbon Footprint of Electric Vehicles in Sustainable Urban Mobility.
ISC2
Thommas K. S. Flores, Morsinaldo Medeiros, Marianne Silva, Daniel G. Costa, Ivanovitch Silva
2025 J jnl
TEDA-forecasting: an unsupervised tinyML incremental learning approach for outlier processing and forecasting.
Computing
Pedro Andrade, Morsinaldo Medeiros, Marianne Silva, Daniel G. Costa, Ivanovitch Silva
2025 C conf
Tailoring RAG Strategies for Industrial Protocols: A Comparative Study on PROFIBUS Document Retrieval using Gemma and GPT Models.
ETFA
Thaís Medeiros, Morsinaldo Medeiros, Matheus Andrade, Marianne Silva, Ivanovitch Silva, Massimiliano Gaffurini, Dennis Brandão, Paolo Ferrari
2025 — conf
Timing Challenges in Vehicular TinyML: Characterizing End-to-End Latency.
MetroInd4.0 & IoT
Hilton Machado, Matheus Andrade, Marianne Silva, Ivanovitch Silva, Dennis Brandão, Paolo Ferrari
2024 — conf
A Multi-Layered Methodology for Driver Behavior Analysis Using TinyML and Edge Computing.
EAIS
Morsinaldo Medeiros, Thommas K. S. Flores, Marianne Silva, Ivanovitch Silva
2024 — conf
Optimizing Vehicle IoT Systems: SUMO-Digital Twin Performance Analysis.
MetroInd4.0 & IoT
Mariana Azevedo, Matheus Andrade, Morsinaldo Medeiros, Thaís Medeiros, Marianne Silva, Ivanovitch Silva, Emiliano Sisinni, Paolo Ferrari
2024 — conf
TinyML Implementation and Optimization for Fuel Type Classification on OBD-II Edge Device.
SIoT
Miguel Amaral, Morsinaldo Medeiros, Matheus Andrade, Thommas K. S. Flores, Marianne Silva, Ivanovitch Silva
2023 — conf
A Framework for Efficient Communication in IoT Applications in the Automotive Industry with OBD-II Edge.
SIoT
Morsinaldo Medeiros, Mariana Azevedo, Miguel Amaral, Carlos M. D. Viegas, Marianne Silva, Ivanovitch Silva, Daniel G. Costa
2023 — conf
A Framework to Support Collection, Processing and Analysis of Smart Vehicles Data.
WF-IoT
Mariana Azevedo, Thaís Medeiros, Morsinaldo Medeiros, Carlos M. D. Viegas, Marianne Silva, Ivanovitch Silva, Daniel G. Costa
2023 — conf
A Voice-Assisted Approach for Vehicular Data Querying from Automotive IoT-Based Databases.
SIoT
Matheus Andrade, Esther Wanderley, Mariana Azevedo, Thaís Medeiros, Marianne Silva, Ivanovitch Silva, Daniel G. Costa
2023 — conf
An Adaptive TinyML Unsupervised Online Learning Algorithm for Driver Behavior Analysis.
MetroAutomotive
Marianne Silva, Thaís Medeiros, Mariana Azevedo, Morsinaldo Medeiros, Mikael Themoteo, Tatiane Gois, Ivanovitch Silva, Daniel G. Costa
2023 — conf
Leveraging IoT and TinyML for Smart Battery Management in Electric Bicycles.
SIoT
Thommas K. S. Flores, Matheus Andrade, Morsinaldo Medeiros, Miguel Amaral, Marianne Silva, Ivanovitch Silva
2023 — conf
TinyML Custom AI Algorithms for Low-Power IoT Data Compression: A Bridge Monitoring Case Study.
MetroInd4.0&IoT
Thaís Medeiros, Miguel Amaral, Matheus Targino, Marianne Silva, Ivanovitch Silva, Emiliano Sisinni, Paolo Ferrari
2023 — conf
TinyML for Safe Driving: The Use of Embedded Machine Learning for Detecting Driver Distraction.
MetroAutomotive
Thommas K. S. Flores, Marianne Silva, Mariana Azevedo, Thaís Medeiros, Morsinaldo Medeiros, Ivanovitch Silva, Max Mauro Dias Santos, Daniel G. Costa
2022 — conf
A TinyML Soft-Sensor for the Internet of Intelligent Vehicles.
MetroAutomotive
Thommas K. S. Flores, Marianne Silva, Pedro Andrade, Jordão Silva, Ivanovitch Silva, Emiliano Sisinni, Paolo Ferrari, Stefano Rinaldi
2022 — conf
A data-stream TinyML compression algorithm for vehicular applications: a case study.
MetroInd4.0& IoT
Marianne Silva, Gabriel Signoretti, Thommas K. S. Flores, Pedro Andrade, Jordão Silva, Ivanovitch Silva, Emiliano Sisinni, Paolo Ferrari
2022 C conf
An Online Unsupervised Machine Learning Approach to Detect Driving Related Events.
IECON
Marianne Silva, Thommas K. S. Flores, Pedro Andrade, Jordão Silva, Ivanovitch Silva, Daniel G. Costa