| 2025 |
Artigo em periódico |
Integrating Textual Queries with AI-Based Object Detection: A Compositional Prompt-Guided Approach
Ferreira SILVAN; Martins ALLAN; Costa Daniel G; Ivanovitch Medeiros Dantas Da SILVA
SENSORS
DOI 10.3390/s25072258
ISSN 1424-8220
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Artigo em periódico |
TensorFlores: An enhanced Python-based TinyML framework
Flores Thommas K S; Costa Daniel G; Ivanovitch Medeiros Dantas Da SILVA
Softwarex
DOI 10.1016/j.softx.2025.102224
ISSN 2352-7110
|
PS
Computer Science Applications
|
| 2025 |
Artigo em periódico |
Exploring Legislative Textual Data in Brazilian Portuguese: Readability Analysis and Knowledge Graph Generation
Oliveira Gisliany Lillian Alves DE; Santos Breno SANTANA; Silva MARIANNE; Ivanovitch Medeiros Dantas Da SILVA
Data
DOI 10.3390/data10070106
ISSN 2306-5729
|
PS
Computer Science Applications
|
| 2025 |
Artigo em periódico |
TEDA-forecasting: an unsupervised tinyML incremental learning approach for outlier processing and forecasting
Andrade PEDRO; Medeiros MORSINALDO; Silva MARIANNE; Costa Daniel G; Ivanovitch Medeiros Dantas Da SILVA
COMPUTING
DOI 10.1007/s00607-025-01490-3
ISSN 0010-485X
|
PS
Artificial Intelligence
|
| 2025 |
Artigo em periódico |
Kolmogorov-Arnold Networks for Interpretable Analysis of Water Quality Time-Series Data
Sánchez Gendriz IGNACIO; Ivanovitch Medeiros Dantas Da SILVA; Guedes Luiz AFFONSO
J
DOI 10.3390/j8030024
ISSN 2571-8800
|
PS
Computer Science Applications
|
| 2025 |
Artigo em periódico |
Evolving online clustering for real-time driver behavior analysis in IoT-enabled vehicles
Medeiros MORSINALDO; Silva MARIANNE; Ivanovitch Medeiros Dantas Da SILVA
EVOLVING SYSTEMS
DOI 10.1007/s12530-025-09745-2
ISSN 1868-6478
|
PS
Computer Science Applications
|
| 2024 |
Trabalho em evento |
Optimizing Vehicle IoT Systems: SUMO-Digital Twin Performance Analysis
Azevedo MARIANA; Andrade MATHEUS; Medeiros MORSINALDO; Medeiros THAÍS; Silva MARIANNE et al
2024 IEEE International Workshop on Metrology for Industry 4.0 &- IoT (MetroInd4.0 &- IoT)
DOI 10.1109/metroind4.0iot61288.2024.10584215
ISBN 9798350385823
|
PS
General Computer Science
|
| 2024 |
Trabalho em evento |
A Multi-Layered Methodology for Driver Behavior Analysis Using TinyML and Edge Computing
Medeiros MORSINALDO; Flores THOMMAS; Silva MARIANNE; Ivanovitch Medeiros Dantas Da SILVA
2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS)
DOI 10.1109/eais58494.2024.10570025
ISBN 9798350366235
|
PS
General Computer Science
|
| 2024 |
Trabalho em evento |
Geospatial Risk Assessment of Cyclist Accidents in Urban Areas: A K-means Clustering Approach
Brito BERNARDO; Costa Daniel G; Ivanovitch Medeiros Dantas Da SILVA
2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON)
DOI 10.1109/MELECON56669.2024.10608791
ISBN 9798350387025
|
PS
General Computer Science
|
| 2024 |
Trabalho em evento |
Integração de Modelos de Linguagem de Grande Escala com a técnica RAG para a Simplificação de Consultas a Manuais Automotivos
Thaís De Araújo De MEDEIROS; Morsinaldo De Azevedo MEDEIROS; Hilton THALLYSON; De Oliveira Gisliany L A; Luiz TAVARES et al
Congresso Brasileiro de Automática
|
PS
Computer Science Applications
|
| 2024 |
Trabalho em evento |
TinyML Implementation and Optimization for Fuel Type Classification on OBD-II Edge Device
Amaral MIGUEL; Medeiros MORSINALDO; Andrade MATHEUS; Flores THOMMAS; Silva MARIANNE et al
2024 Symposium on Internet of Things (SIoT)
DOI 10.1109/siot63830.2024.10780490
ISBN 9798331507466
|
PS
Computer Science Applications
|
| 2024 |
Artigo em periódico |
On the Use of Biofuels for Cleaner Cities: Assessing Vehicular Pollution through Digital Twins and Machine Learning Algorithms
Andrade MATHEUS; Medeiros MORSINALDO; Medeiros THAÍS; Azevedo MARIANA; Silva MARIANNE et al
Sustainability
DOI 10.3390/su16020708
ISSN 2071-1050
|
PS
Renewable Energy; Sustainability and the Environment
|
| 2024 |
Artigo em periódico |
Internet of Intelligent Things: A convergence of embedded systems; edge computing and machine learning
Oliveira FRANKLIN; Costa Daniel G; Assis FLÁVIO; Ivanovitch Medeiros Dantas Da SILVA
Internet Of Things
DOI 10.1016/j.iot.2024.101153
ISSN 2542-6605
|
PS
General Computer Science
|
| 2024 |
Artigo em periódico |
TAC: A Python package for IoT-focused Tiny Anomaly Compression
Amaral MIGUEL; Signoretti GABRIEL; Silva MARIANNE; Ivanovitch Medeiros Dantas Da SILVA
Softwarex
DOI 10.1016/j.softx.2024.101747
ISSN 2352-7110
|
PS
Software
|
| 2024 |
Artigo em periódico |
Online Processing of Vehicular Data on the Edge Through an Unsupervised TinyML Regression Technique
Andrade PEDRO; Ivanovitch Medeiros Dantas Da SILVA; Diniz MARIANNE; Flores THOMMAS; Costa Daniel G et al
ACM Transactions on Embedded Computing Systems
DOI 10.1145/3591356
ISSN 1539-9087
|
PS
General Computer Science
|
| 2024 |
Artigo em periódico |
A Method to Promote Safe Cycling Powered by Large Language Models and AI Agents
Costa Daniel G; Ivanovitch Medeiros Dantas Da SILVA; Medeiros MORSINALDO; Bittencourt João Carlos N; Andrade MATHEUS
METHODSX
DOI 10.1016/j.mex.2024.102880
ISSN 2215-0161
|
SH
Transportation
|
| 2024 |
Artigo em periódico |
TEDA-RLS: A TinyML Incremental Learning Approach for Outlier Detection and Correction
Andrade PEDRO; Silva MARIANNE; Medeiros MORSINALDO; Costa Daniel G; Ivanovitch Medeiros Dantas Da SILVA
IEEE Sensors Journal
DOI 10.1109/jsen.2024.3458917
ISSN 1558-1748
|
PS
General Computer Science
|
| 2024 |
Artigo em periódico |
An Evolving Multivariate Time Series Compression Algorithm for IoT Applications
Costa HAGI; Silva MARIANNE; Sánchez Gendriz IGNACIO; Viegas Carlos M D; Ivanovitch Medeiros Dantas Da SILVA
SENSORS
DOI 10.3390/s24227273
ISSN 1424-8220
|
PS
Computer Science Applications
|
| 2023 |
Trabalho em evento |
TinyML Custom AI Algorithms for Low-Power IoT Data Compression: A Bridge Monitoring Case Study
Medeiros THAÍS; Amaral MIGUEL; Targino MATHEUS; Silva MARIANNE; Ivanovitch Medeiros Dantas Da SILVA et al
2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT)
DOI 10.1109/MetroInd4.0IoT57462.2023.10180152
ISBN 9798350396577
|
PS
General Computer Science
|
| 2023 |
Trabalho em evento |
A Multi Soft-sensor Approach for the Development of Emergencies Detection Units on the Edge
Oliveira FRANKLIN; Costa Daniel G; Assis FLÁVIO; Ivanovitch Medeiros Dantas Da SILVA
2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT)
DOI 10.1109/MetroInd4.0IoT57462.2023.10180198
ISBN 9798350396577
|
PS
General Engineering
|
| 2023 |
Trabalho em evento |
Can adaptive strategies sustain bidirectional LoRaWAN traffic?
Sisinni EMILIANO; Depari ALESSANDRO; Bellagente PAOLO; Flammini ALESSANDRA; Ivanovitch Medeiros Dantas Da SILVA et al
2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT)
DOI 10.1109/MetroInd4.0IoT57462.2023.10180144
ISBN 9798350396577
|
PS
General Computer Science
|
| 2023 |
Trabalho em evento |
An Adaptive TinyML Unsupervised Online Learning Algorithm for Driver Behavior Analysis
Silva MARIANNE; Medeiros THAIS; Azevedo MARIANA; Medeiros MORSINALDO; Themoteo MIKAEL et al
2023 IEEE International Workshop on Metrology for Automotive (MetroAutomotive)
DOI 10.1109/MetroAutomotive57488.2023.10219125
ISBN 9798350321876
|
PS
General Computer Science
|
| 2023 |
Trabalho em evento |
TinyML for Safe Driving: The Use of Embedded Machine Learning for Detecting Driver Distraction
Flores THOMMAS; Silva MARIANNE; Azevedo MARIANA; Medeiros THAIS; Medeiros MORSINALDO et al
2023 IEEE International Workshop on Metrology for Automotive (MetroAutomotive)
DOI 10.1109/MetroAutomotive57488.2023.10219132
ISBN 9798350321876
|
PS
General Computer Science
|
| 2023 |
Trabalho em evento |
A Voice-Assisted Approach for Vehicular Data Querying from Automotive IoT-Based Databases
Andrade MATHEUS; Wanderley ESTHER; Azevedo MARIANA; Medeiros THAÍS; Silva MARIANNE et al
2023 Symposium on Internet of Things (SIoT)
DOI 10.1109/SIoT60039.2023.10389856
ISBN 9798350329438
|
PS
General Computer Science
|
| 2023 |
Trabalho em evento |
A Framework for Efficient Communication in IoT Applications in the Automotive Industry with OBD-II Edge
Medeiros MORSINALDO; Azevedo MARIANA; Amaral MIGUEL; Viegas Carlos M D; Silva MARIANNE et al
2023 Symposium on Internet of Things (SIoT)
DOI 10.1109/SIoT60039.2023.10389839
ISBN 9798350329438
|
PS
General Computer Science
|