Ivanovitch Silva

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 49

Top Topics

Portuguese Language

Wireless Sensor

Intelligent Vehicles

Behavior Analysis

Top Venues

MetroInd4.0&IoT

MetroAutomotive

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)
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)
Miguel Amaral, Gabriel Signoretti, Marianne Batista Diniz Da Silva, Ivanovitch Silva
TAC: A Python package for IoT-focused Tiny Anomaly Compression. SoftwareX 26 (2024)
Silvan Ferreira, Ivanovitch Silva, Allan de M. Martins
Organizing a Society of Language Models: Structures and Mechanisms for Enhanced Collective Intelligence. CoRR (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)
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)
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)
Silvan Ferreira, Allan de Medeiros Martins, Ivanovitch Silva
End-to-end Semantic Object Detection with Cross-Modal Alignment. CoRR (2023)
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)
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)
Silvan Ferreira, Allan de M. Martins, Ivanovitch Silva
SNeL: A Structured Neuro-Symbolic Language for Entity-Based Multimodal Scene Understanding. CoRR (2023)
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)
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)
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)
Franklin Oliveira, Daniel G. Costa, Flávio Assis, Ivanovitch Silva
A Multi Soft-sensor Approach for the Development of Emergencies Detection Units on the Edge. MetroInd4.0&IoT (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)
Breno Santana Santos, Ivanovitch Silva, Daniel G. Costa
Symmetry in Scientific Collaboration Networks: A Study Using Temporal Graph Data Science and Scientometrics. Symmetry 15 (3) (2023)
Breno Santana Santos, Ivanovitch Silva, Luciana Conceição de Lima, Patricia Takako Endo, Gisliany Alves, Marcel da Câmara Ribeiro-Dantas
Discovering temporal scientometric knowledge in COVID-19 scholarly production. Scientometrics 127 (3) (2022)
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)
Paolo Ferrari, Emiliano Sisinni, Paolo Bellagente, Dhiego Fernandes Carvalho, Alessandro Depari, Alessandra Flammini, Marco Pasetti, Stefano Rinaldi, Ivanovitch Silva
On the Use of LoRaWAN and Cloud Platforms for Diversification of Mobility-as-a-Service Infrastructure in Smart City Scenarios. IEEE Trans. Instrum. Meas. 71 (2022)
Patricia Takako Endo, Guto Leoni Santos, Maria Eduarda de Lima Xavier, Gleyson Rhuan Nascimento Campos, Luciana Conceição de Lima, Ivanovitch Silva, Antonia Egli, Theo Lynn
Illusion of Truth: Analysing and Classifying COVID-19 Fake News in Brazilian Portuguese Language. Big Data Cogn. Comput. 6 (2) (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)
Gilles Silvano, Vinicius Campos Tinoco Ribeiro, Vitor Rodrigues Greati, Aguinaldo Bezerra, Ivanovitch Silva, Patricia Takako Endo, Theo Lynn
Synthetic image generation for training deep learning-based automated license plate recognition systems on the Brazilian Mercosur standard. Des. Autom. Embed. Syst. 25 (2) (2021)
Israel Eduardo de Barros Filho, Ivanovitch Silva, Daniel G. Costa, Carlos M. D. Viegas, Paolo Ferrari
A reliability and performance GSPN-Based model for anti-collision RFID algorithms under noisy channels in industrial internet of things. Comput. Ind. 125 (2021)
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)
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) (2021)
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)
Franklin Oliveira, Daniel G. Costa, Ivanovitch Silva, Pedro Andrade, Anfranserai Dias
MSensorMob: A Multi-Sensors Hardware Framework to Support the Development of Adaptable Monitoring Units in Mobile Applications. MetroInd4.0&IoT (2021)
Gisliany Lillian Alves de Oliveira, Luciana Conceição de Lima, Ivanovitch Silva, Marcel da Câmara Ribeiro-Dantas, Kayo Henrique Monteiro, Patricia Takako Endo
Evaluating Social Distancing Measures and Their Association with the Covid-19 Pandemic in South America. ISPRS Int. J. Geo Inf. 10 (3) (2021)
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)
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)
Silvan Ferreira, Gustavo Bezerra Paz Leitao, Ivanovitch Silva, Allan de M. Martins, Paolo Ferrari
Evaluating Human-Machine Translation with Attention Mechanisms for Industry 4.0 Environment SQL-Based Systems. MetroInd4.0&IoT (2020)
Gisliany Lillian Alves de Oliveira, Luciana Conceição de Lima, Ivanovitch Silva, Marcel da Câmara Ribeiro-Dantas, Kayo Henrique Monteiro, Patricia Takako Endo
Medidas de distanciamento social e mobilidade na América do Sul durante a pandemia por COVID-19: Condições necessárias e suficientes? CoRR (2020)
Vinicius Campos Tinoco Ribeiro, Vitor Rodrigues Greati, Aguinaldo Bezerra, Gilles Silvano, Ivanovitch Silva, Patricia Takako Endo, Theo Lynn
Brazilian Mercosur License Plate Detection: a Deep Learning Approach Relying on Synthetic Imagery. SBESC (2019)
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) (2019)
Theo Lynn, Patricia Takako Endo, Pierangelo Rosati, Ivanovitch Silva, Guto Leoni Santos, Debbie Ging
A Comparison of Machine Learning Approaches for Detecting Misogynistic Speech in Urban Dictionary. CyberSA (2019)
Aguinaldo Bezerra, Gisliany Alves, Ivanovitch Silva, Pierangelo Rosati, Patricia Takako Endo, Theo Lynn
A Preliminary Exploration of Uber Data as an Indicator of Urban Liveability. CyberSA (2019)
Malika Bendechache, Theo Lynn, Ivanovitch Silva, Guto Leoni Santos, Luiz Affonso Guedes, Sergej Svorobej, Manuel Noya Mario, M. Eduardo Ares, James Byrne, Patricia Takako Endo
Analysing Dependability and Performance of a Real-World Elastic Search Application. LADC (2019)
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)
Aguinaldo Bezerra, Ivanovitch Silva, Luiz Affonso Guedes, Diego R. C. Silva, Gustavo Bezerra Paz Leitao, Kaku Saito
Extracting Value from Industrial Alarms and Events: A Data-Driven Approach Based on Exploratory Data Analysis. Sensors 19 (12) (2019)
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)
Diego R. C. Silva, Marcelo B. Nogueira, Marconi C. Rodrigues, Ivanovitch Silva, Paolo Ferrari, Emiliano Sisinni
Implementation of a Dependable Smart Device in IoT Era. LADC (2019)
Guto Leoni Santos, Patricia Takako Endo, Kayo Monteiro, Élisson da Silva Rocha, Ivanovitch Silva, Theo Lynn
Accelerometer-Based Human Fall Detection Using Convolutional Neural Networks. Sensors 19 (7) (2019)
Israel Eduardo de Barros Filho, Ivanovitch Silva, Carlos M. D. Viegas
An Effective Extension of Anti-Collision Protocol for RFID in the Industrial Internet of Things (IIoT). Sensors 18 (12) (2018)
Gilles Silvano, Ivanovitch Silva, Leonardo Oliveira, Marcos Pinheiro, Bruno Ferreira
LVWNet: an hybrid simulation architecture for wireless sensor networks. Des. Autom. Embed. Syst. 21 (3-4) (2017)
Guilherme Bertelli, Anderson Santos, Ivanovitch Silva, Renato Fernandes, Dennis Brandão, Ivan Müller, João Cesar Netto, Jean Michel Winter, Carlos Eduardo Pereira
Research activities on industrial wireless instrumentation: Brazilian perspective. IEEE Instrum. Meas. Mag. 20 (2) (2017)
Gilles Silvano, Ivanovitch Silva, Leonardo Oliveira, Marcos Pinheiro, Bruno Ferreira
A Hybrid Architecture for Experimentation in Wireless Sensor Networks. SBESC (2016)
Anderson Santos, Daniel Lopes, Julio Cesar, Layon Luciano, Adrião Duarte Dória Neto, Luiz Affonso Guedes, Ivanovitch Silva
Assessment of WirelessHART networks in closed-loop control system. ICIT (2015)
Michel Vasilevski, E. Queiroz, A. L. Fonseca, Ivanovitch Silva, Sebastian Yuri Cavalcanti Catunda, Luiz Affonso Guedes
SystemC AMS modeling of a sensor node energy consumption and battery state-of-charge for WSN. NEWCAS (2015)