Thommas K. S. Flores

According to our database, Thommas K. S. Flores authored at least 25 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Evolving vector quantization-aware training: an adaptive method for compressing machine learning models.

Thommas K. S. Flores, Daniel G. Costa, Ivanovitch Silva

Evol. Syst., June, 2026

On the role of AI in building generative urban intelligence.

João Carlos N. Bittencourt, Thommas K. S. Flores, Thiago C. Jesus, Daniel G. Costa

Artif. Intell. Rev., February, 2026

2025

TensorFlores: An enhanced Python-based TinyML framework.

Thommas K. S. Flores, Daniel G. Costa, Ivanovitch Silva

SoftwareX, 2025

Advancing Tiny Machine Learning Operations: Robust Model Updates in the Internet of Intelligent Vehicles.

Thommas K. S. Flores, Ivanovitch Silva, Mariana Azevedo, Thaís Medeiros, Morsinaldo Medeiros, Daniel G. Costa, Paolo Ferrari, Emiliano Sisinni

IEEE Micro, 2025

Enhanced Vector Quantization for Embedded Machine Learning: A Post-Training Approach With Incremental Clustering.

Thommas K. S. Flores, Morsinaldo Medeiros, Marianne Silva, Daniel G. Costa, Ivanovitch Silva

IEEE Access, 2025

Quantifying the Carbon Footprint of Electric Vehicles in Sustainable Urban Mobility.

Thommas K. S. Flores, Morsinaldo Medeiros, Marianne Silva, Daniel G. Costa, Ivanovitch Silva

Proceedings of the IEEE International Smart Cities Conference, 2025

Dependability-Driven Planning of Wireless Sensor Networks for Smart Cities Using Machine Learning.

Thiago C. Jesus, Thommas K. S. Flores, João Carlos N. Bittencourt, Ivanovitch Silva, Daniel G. Costa, João P. S. Catalão

Proceedings of the 51st Annual Conference of the IEEE Industrial Electronics Society, 2025

Embedded AI for Intelligent Wildfire Monitoring: A Multi-Sensor and Vision-Driven Approach.

João Carlos N. Bittencourt, Thommas K. S. Flores, Thiago C. Jesus, Ivanovitch Silva, Daniel G. Costa

Proceedings of the 51st Annual Conference of the IEEE Industrial Electronics Society, 2025

Kolmogorov-Arnold Networks under TinyML Constraints: A Study on SoC Estimation for Electric Vehicles.

Thommas K. S. Flores, Morsinaldo Medeiros, Marianne Silva, Daniel G. Costa, Ivanovitch Silva

Proceedings of the 30th IEEE International Conference on Emerging Technologies and Factory Automation, 2025

2024

Online Processing of Vehicular Data on the Edge Through an Unsupervised TinyML Regression Technique.

Pedro Andrade, Ivanovitch Silva, Marianne Diniz, Thommas K. S. Flores, Daniel G. Costa, Eduardo A. Soares

ACM Trans. Embed. Comput. Syst., May, 2024

TinyML Implementation and Optimization for Fuel Type Classification on OBD-II Edge Device.

Miguel Amaral, Morsinaldo Medeiros, Matheus Andrade, Thommas K. S. Flores, Marianne Silva, Ivanovitch Silva

Proceedings of the Symposium on Internet of Things, 2024

A Multi-Layered Methodology for Driver Behavior Analysis Using TinyML and Edge Computing.

Morsinaldo Medeiros, Thommas K. S. Flores, Marianne Silva, Ivanovitch Silva

Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2024

2023

Leveraging IoT and TinyML for Smart Battery Management in Electric Bicycles.

Thommas K. S. Flores, Matheus Andrade, Morsinaldo Medeiros, Miguel Amaral, Marianne Silva, Ivanovitch Silva

Proceedings of the Symposium on Internet of Things, 2023

Can adaptive strategies sustain bidirectional LoRaWAN traffic?

Emiliano Sisinni, Alessandro Depari, Paolo Bellagente, Alessandra Flammini, Ivanovitch Silva, Thommas K. S. Flores, Paolo Ferrari

Proceedings of the 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2023

TinyML for Safe Driving: The Use of Embedded Machine Learning for Detecting Driver Distraction.

Thommas K. S. Flores, Marianne Silva, Mariana Azevedo, Thaís Medeiros, Morsinaldo Medeiros, Ivanovitch Silva, Max Mauro Dias Santos, Daniel G. Costa

Proceedings of the IEEE International Workshop on Metrology for Automotive, 2023

TinyML-Based Pothole Detection: A Comparative Analysis of YOLO and FOMO Model Performance.

Jordão da Silva, Thommas K. S. Flores, Silvan Júnior, Ivanovitch Silva

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023

2022

State of Charge Estimation of Battery Based on Neural Networks and Adaptive Strategies with Correntropy.

Rômulo Navega Vieira, Juan Moises Maurício Villanueva, Thommas Kevin Sales Flores, Euler Cassio Tavares de Macedo

Sensors, 2022

Development of a Soft Sensor for Flow Estimation in Water Supply Systems Using Artificial Neural Networks.

Robson Pacífico Guimarães Lima, Juan Moises Maurício Villanueva, Heber Pimentel Gomes, Thommas Kevin Sales Flores

Sensors, 2022

A TinyML Soft-Sensor Approach for Low-Cost Detection and Monitoring of Vehicular Emissions.

Pedro Andrade, Ivanovitch Silva, Marianne Batista Diniz Da Silva, Thommas K. S. Flores, Jordão Cassiano, Daniel G. Costa

Sensors, 2022

A data-stream TinyML compression algorithm for vehicular applications: a case study.

Marianne Silva, Gabriel Signoretti, Thommas K. S. Flores, Pedro Andrade, Jordão Silva, Ivanovitch Silva, Emiliano Sisinni, Paolo Ferrari

Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2022

A TinyML Soft-Sensor for the Internet of Intelligent Vehicles.

Thommas K. S. Flores, Marianne Silva, Pedro Andrade, Jordão Silva, Ivanovitch Silva, Emiliano Sisinni, Paolo Ferrari, Stefano Rinaldi

Proceedings of the IEEE International Workshop on Metrology for Automotive, 2022

An Online Unsupervised Machine Learning Approach to Detect Driving Related Events.

Marianne Silva, Thommas K. S. Flores, Pedro Andrade, Jordão Silva, Ivanovitch Silva, Daniel G. Costa

Proceedings of the IECON 2022, 2022

2021

Adaptive Pressure Control System Based on the Maximum Correntropy Criterion.

Thommas Kevin Sales Flores, Juan Moises Maurício Villanueva, Heber Pimentel Gomes, Sebastian Yuri Cavalcanti Catunda

Sensors, 2021

Indirect Feedback Measurement of Flow in a Water Pumping Network Employing Artificial Intelligence.

Thommas Kevin Sales Flores, Juan Moises Maurício Villanueva, Heber Pimentel Gomes, Sebastian Y. C. Catunda

Sensors, 2021

2019

Fuzzy Pressure Control System in Water Supply Networks with Series-Parallel Pumps.

Thommas K. S. Flores, Juan Moises Maurício Villanueva, Sebastian Y. C. Catunda, Heber Pimentel Gomes

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019