Ivanovitch Silva

66 papers C 5Journal 28Unranked 33

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advancing Tiny Machine Learning Operations: Robust Model Updates in the Internet of Intelligent Vehicles. IEEE Micro Thommas K. S. Flores, Ivanovitch Silva, Mariana Azevedo, Thaís Medeiros, Morsinaldo Medeiros, Daniel G. Costa, Paolo Ferrari, Emiliano Sisinni
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	J	`jnl`	TensorFlores: An enhanced Python-based TinyML framework. SoftwareX Thommas K. S. Flores, Daniel G. Costa, Ivanovitch Silva
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	J	`jnl`	Internet of Intelligent Things: A convergence of embedded systems, edge computing and machine learning. Internet Things Franklin Oliveira, Daniel G. Costa, Flávio Assis, Ivanovitch Silva
2024	J	`jnl`	Online Processing of Vehicular Data on the Edge Through an Unsupervised TinyML Regression Technique. ACM Trans. Embed. Comput. Syst. Pedro Andrade, Ivanovitch Silva, Marianne Diniz, Thommas K. S. Flores, Daniel G. Costa, Eduardo A. Soares
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	J	`jnl`	Organizing a Society of Language Models: Structures and Mechanisms for Enhanced Collective Intelligence. CoRR Silvan Ferreira, Ivanovitch Silva, Allan de M. Martins
2024	J	`jnl`	TAC: A Python package for IoT-focused Tiny Anomaly Compression. SoftwareX Miguel Amaral, Gabriel Signoretti, Marianne Batista Diniz Da Silva, Ivanovitch Silva
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 Multi Soft-sensor Approach for the Development of Emergencies Detection Units on the Edge. MetroInd4.0&IoT Franklin Oliveira, Daniel G. Costa, Flávio Assis, Ivanovitch Silva
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`	Can adaptive strategies sustain bidirectional LoRaWAN traffic? MetroInd4.0&IoT Emiliano Sisinni, Alessandro Depari, Paolo Bellagente, Alessandra Flammini, Ivanovitch Silva, Thommas K. S. Flores, Paolo Ferrari
2023	J	`jnl`	End-to-end Semantic Object Detection with Cross-Modal Alignment. CoRR Silvan Ferreira, Allan de Medeiros Martins, Ivanovitch Silva
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	J	`jnl`	SNeL: A Structured Neuro-Symbolic Language for Entity-Based Multimodal Scene Understanding. CoRR Silvan Ferreira, Allan de M. Martins, Ivanovitch Silva
2023	J	`jnl`	Symmetry in Scientific Collaboration Networks: A Study Using Temporal Graph Data Science and Scientometrics. Symmetry Breno Santana Santos, Ivanovitch Silva, Daniel G. Costa
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
2023	—	`conf`	TinyML-Based Pothole Detection: A Comparative Analysis of YOLO and FOMO Model Performance. LA-CCI Jordão da Silva, Thommas K. S. Flores, Silvan Júnior, Ivanovitch Silva
2022	J	`jnl`	A TinyML Soft-Sensor Approach for Low-Cost Detection and Monitoring of Vehicular Emissions. Sensors Pedro Andrade, Ivanovitch Silva, Marianne Batista Diniz Da Silva, Thommas K. S. Flores, Jordão Cassiano, 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
2022	J	`jnl`	Discovering temporal scientometric knowledge in COVID-19 scholarly production. Scientometrics Breno Santana Santos, Ivanovitch Silva, Luciana Conceição de Lima, Patricia Takako Endo, Gisliany Alves, Marcel da Câmara Ribeiro-Dantas
2022	J	`jnl`	Illusion of Truth: Analysing and Classifying COVID-19 Fake News in Brazilian Portuguese Language. Big Data Cogn. Comput. 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
2022	J	`jnl`	On the Use of LoRaWAN and Cloud Platforms for Diversification of Mobility-as-a-Service Infrastructure in Smart City Scenarios. IEEE Trans. Instrum. Meas. Paolo Ferrari, Emiliano Sisinni, Paolo Bellagente, Dhiego Fernandes Carvalho, Alessandro Depari, Alessandra Flammini, Marco Pasetti, Stefano Rinaldi, Ivanovitch Silva
2021	—	`conf`	A Metrological Fuel Surveillance Application Based on Internet of Intelligent Vehicles. MetroAutomotive Pedro Andrade, Ivanovitch Silva, Gabriel Signoretti, Marianne Batista Diniz Da Silva, João Dias, Lucas Marques, Wilson S. Melo, Carlos E. C. Galhardo
2021	J	`jnl`	A reliability and performance GSPN-Based model for anti-collision RFID algorithms under noisy channels in industrial internet of things. Comput. Ind. Israel Eduardo de Barros Filho, Ivanovitch Silva, Daniel G. Costa, Carlos M. D. Viegas, Paolo Ferrari
2021	J	`jnl`	An Evolving TinyML Compression Algorithm for IoT Environments Based on Data Eccentricity. Sensors Gabriel Signoretti, Marianne Batista Diniz Da Silva, Pedro Andrade, Ivanovitch Silva, Emiliano Sisinni, Paolo Ferrari
2021	—	`conf`	An Unsupervised TinyML Approach Applied for Pavement Anomalies Detection Under the Internet of Intelligent Vehicles. MetroInd4.0&IoT Pedro Andrade, Ivanovitch Silva, Gabriel Signoretti, Marianne Batista Diniz Da Silva, João Dias, Lucas Marques, Daniel G. Costa
2021	J	`jnl`	Evaluating Social Distancing Measures and Their Association with the Covid-19 Pandemic in South America. ISPRS Int. J. Geo Inf. Gisliany Lillian Alves de Oliveira, Luciana Conceição de Lima, Ivanovitch Silva, Marcel da Câmara Ribeiro-Dantas, Kayo Henrique Monteiro, Patricia Takako Endo
2021	—	`conf`	MSensorMob: A Multi-Sensors Hardware Framework to Support the Development of Adaptable Monitoring Units in Mobile Applications. MetroInd4.0&IoT Franklin Oliveira, Daniel G. Costa, Ivanovitch Silva, Pedro Andrade, Anfranserai Dias
2021	J	`jnl`	Synthetic image generation for training deep learning-based automated license plate recognition systems on the Brazilian Mercosur standard. Des. Autom. Embed. Syst. Gilles Silvano, Vinicius Campos Tinoco Ribeiro, Vitor Rodrigues Greati, Aguinaldo Bezerra, Ivanovitch Silva, Patricia Takako Endo, Theo Lynn
2021	—	`conf`	Towards a customized vehicular maintenance based on 2-layers data-stream application. MetroAutomotive Marianne Batista Diniz Da Silva, Gabriel Signoretti, Pedro Andrade, Ivanovitch Silva, Paolo Ferrari
2020	—	`conf`	Evaluating Human-Machine Translation with Attention Mechanisms for Industry 4.0 Environment SQL-Based Systems. MetroInd4.0&IoT Silvan Ferreira, Gustavo Bezerra Paz Leitao, Ivanovitch Silva, Allan de M. Martins, Paolo Ferrari
2020	J	`jnl`	Medidas de distanciamento social e mobilidade na América do Sul durante a pandemia por COVID-19: Condições necessárias e suficientes? CoRR Gisliany Lillian Alves de Oliveira, Luciana Conceição de Lima, Ivanovitch Silva, Marcel da Câmara Ribeiro-Dantas, Kayo Henrique Monteiro, Patricia Takako Endo
2020	—	`conf`	Performance Evaluation of an evolving data compression algorithm embedded into an OBD-II edge device. MetroInd4.0&IoT Gabriel Signoretti, Marianne Batista Diniz Da Silva, Jordy Araujo, Luiz Affonso Guedes, Ivanovitch Silva, Emiliano Sisinni, Paolo Ferrari
2019	—	`conf`	A Comparison of Machine Learning Approaches for Detecting Misogynistic Speech in Urban Dictionary. CyberSA Theo Lynn, Patricia Takako Endo, Pierangelo Rosati, Ivanovitch Silva, Guto Leoni Santos, Debbie Ging
2019	J	`jnl`	A Crowdsensing Platform for Monitoring of Vehicular Emissions: A Smart City Perspective. Future Internet Marianne Batista Diniz Da Silva, Gabriel Signoretti, Julio Oliveira, Ivanovitch Silva, Daniel G. Costa
2019	—	`conf`	A Dependability Evaluation for OBD-II Edge Devices: An Internet of Intelligent Vehicles Perspective. LADC Gabriel Signoretti, Marianne Batista Diniz Da Silva, Jordy Araujo, Ivanovitch Silva, Diego R. C. Silva, Paolo Ferrari, Emiliano Sisinni
2019	—	`conf`	A Preliminary Exploration of Uber Data as an Indicator of Urban Liveability. CyberSA Aguinaldo Bezerra, Gisliany Alves, Ivanovitch Silva, Pierangelo Rosati, Patricia Takako Endo, Theo Lynn
2019	J	`jnl`	Accelerometer-Based Human Fall Detection Using Convolutional Neural Networks. Sensors Guto Leoni Santos, Patricia Takako Endo, Kayo Monteiro, Élisson da Silva Rocha, Ivanovitch Silva, Theo Lynn
2019	—	`conf`	Analysing Dependability and Performance of a Real-World Elastic Search Application. LADC 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
2019	—	`conf`	Brazilian Mercosur License Plate Detection: a Deep Learning Approach Relying on Synthetic Imagery. SBESC Vinicius Campos Tinoco Ribeiro, Vitor Rodrigues Greati, Aguinaldo Bezerra, Gilles Silvano, Ivanovitch Silva, Patricia Takako Endo, Theo Lynn
2019	J	`jnl`	Extracting Value from Industrial Alarms and Events: A Data-Driven Approach Based on Exploratory Data Analysis. Sensors Aguinaldo Bezerra, Ivanovitch Silva, Luiz Affonso Guedes, Diego R. C. Silva, Gustavo Bezerra Paz Leitao, Kaku Saito
2019	—	`conf`	Implementation of a Dependable Smart Device in IoT Era. LADC Diego R. C. Silva, Marcelo B. Nogueira, Marconi C. Rodrigues, Ivanovitch Silva, Paolo Ferrari, Emiliano Sisinni
2019	—	`conf`	Performance Evaluation of an Edge OBD-II Device for Industry 4.0. MetroInd4.0&IoT Gabriel Signoretti, Marianne Batista Diniz Da Silva, Alexandre Dias, Ivanovitch Silva, Diego R. C. Silva, Paolo Ferrari
2018	J	`jnl`	An Effective Extension of Anti-Collision Protocol for RFID in the Industrial Internet of Things (IIoT). Sensors Israel Eduardo de Barros Filho, Ivanovitch Silva, Carlos M. D. Viegas
2017	J	`jnl`	LVWNet: an hybrid simulation architecture for wireless sensor networks. Des. Autom. Embed. Syst. Gilles Silvano, Ivanovitch Silva, Leonardo Willer de Oliveira, Marcos Pinheiro, Bruno Ferreira
2017	J	`jnl`	Research activities on industrial wireless instrumentation: Brazilian perspective. IEEE Instrum. Meas. Mag. Guilherme Bertelli, Anderson Santos, Ivanovitch Silva, Renato Fernandes, Dennis Brandão, Ivan Müller, João Cesar Netto, Jean Michel Winter, Carlos Eduardo Pereira
2016	—	`conf`	A Hybrid Architecture for Experimentation in Wireless Sensor Networks. SBESC Gilles Silvano, Ivanovitch Silva, Leonardo Willer de Oliveira, Marcos Pinheiro, Bruno Ferreira
2015	—	`conf`	Assessment of WirelessHART networks in closed-loop control system. ICIT Anderson Santos, Daniel Lopes, Julio Cesar, Layon Luciano, Adrião Duarte Dória Neto, Luiz Affonso Guedes, Ivanovitch Silva
2015	—	`conf`	SystemC AMS modeling of a sensor node energy consumption and battery state-of-charge for WSN. NEWCAS Michel Vasilevski, E. Queiroz, A. L. Fonseca, Ivanovitch Silva, Sebastian Yuri Cavalcanti Catunda, Luiz Affonso Guedes