Thommas K. S. Flores

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Battery Management

Supervised Machine Learning

Compression Algorithm

Cosine Transform

Top Venues

MetroAutomotive

ACM Trans. Embed. Comput. Syst.

MetroInd4.0&IoT

Publications

Pedro Andrade, Ivanovitch Silva, Marianne Diniz, Thommas K. S. Flores, Daniel G. Costa, Eduardo A. Soares
Online Processing of Vehicular Data on the Edge Through an Unsupervised TinyML Regression Technique. ACM Trans. Embed. Comput. Syst. 23 (3) (2024)
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)
Jordão da Silva, Thommas K. S. Flores, Silvan Júnior, Ivanovitch Silva
TinyML-Based Pothole Detection: A Comparative Analysis of YOLO and FOMO Model Performance. LA-CCI (2023)
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)
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)
Emiliano Sisinni, Alessandro Depari, Paolo Bellagente, Alessandra Flammini, Ivanovitvh Silva, Thommas K. S. Flores, Paolo Ferrari
Can adaptive strategies sustain bidirectional LoRaWAN traffic? MetroInd4.0&IoT (2023)
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)
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) (2022)
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)
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)
Thommas K. S. Flores, Juan Moises Maurício Villanueva, Sebastian Y. C. Catunda, Heber P. Gomes
Fuzzy Pressure Control System in Water Supply Networks with Series-Parallel Pumps. I2MTC (2019)