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ORCIDIvanovitch Silva
Ivanovitch M. D. Da Silva – Ivanovitch M. D. Silva
Person information
- affiliation: Federal University of Rio Grande do Norte, Natal, Brazil
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2020 – today
- 2024
[j24]Franklin Oliveira, Daniel G. Costa
, Flávio Assis, Ivanovitch Silva:
Internet of Intelligent Things: A convergence of embedded systems, edge computing and machine learning. Internet Things 26: 101153 (2024)- [j23]Miguel Amaral, Gabriel Signoretti, Marianne Batista Diniz Da Silva, Ivanovitch Silva:
TAC: A Python package for IoT-focused Tiny Anomaly Compression. SoftwareX 26: 101747 (2024) - [j22]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): 50:1-50:28 (2024) - [c46]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: 1-8 - [c45]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: 204-209 - [i4]Silvan Ferreira, Ivanovitch Silva, Allan de M. Martins:
Organizing a Society of Language Models: Structures and Mechanisms for Enhanced Collective Intelligence. CoRR abs/2405.03825 (2024) - 2023
- [j21]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): 601 (2023) - [c44]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: 1-6 - [c43]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: 62-66 - [c42]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: 199-204 - [c41]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: 1-6 - [c40]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: 54-59 - [c39]Emiliano Sisinni, Alessandro Depari, Paolo Bellagente, Alessandra Flammini, Ivanovitch Silva, Thommas K. S. Flores, Paolo Ferrari:
Can adaptive strategies sustain bidirectional LoRaWAN traffic? MetroInd4.0&IoT 2023: 66-71 - [c38]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: 1-5 - [c37]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: 1-5 - [c36]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: 1-5 - [c35]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: 1-6 - [i3]Silvan Ferreira, Allan de Medeiros Martins, Ivanovitch Silva:
End-to-end Semantic Object Detection with Cross-Modal Alignment. CoRR abs/2302.05200 (2023) - [i2]Silvan Ferreira, Allan de M. Martins, Ivanovitch Silva:
SNeL: A Structured Neuro-Symbolic Language for Entity-Based Multimodal Scene Understanding. CoRR abs/2306.06036 (2023) - 2022
- [j20]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): 36 (2022) - [j19]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): 1609-1642 (2022) - [j18]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): 3838 (2022) - [j17]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: 1-9 (2022) - [c34]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: 1-6 - [c33]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: 18-23 - [c32]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: 408-413 - 2021
- [j16]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: 103381 (2021) - [j15]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): 113-133 (2021) - [j14]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): 121 (2021) - [j13]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): 4153 (2021) - [c31]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: 76-81 - [c30]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: 193-198 - [c29]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: 642-647 - [c28]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: 648-653 - 2020
- [c27]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: 229-234 - [c26]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: 696-701 - [i1]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 abs/2006.04985 (2020)
2010 – 2019
- 2019
- [j12]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): 13 (2019) - [j11]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): 1644 (2019) - [j10]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): 2772 (2019) - [c25]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: 1-8 - [c24]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: 1-8 - [c23]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: 1-8 - [c22]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: 1-9 - [c21]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: 1-6 - [c20]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: 432-437 - [c19]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: 1-8 - [d1]Theo Lynn, Patricia Takako Endo, Pierangelo Rosati, Ivanovitch Silva, Guto Leoni Santos, Debbie Ging:
Urban Dictionary definitions dataset for misogyny speech detection. IEEE DataPort, 2019
- 2018
- [j9]Marianne Batista Diniz Da Silva, Elton Vieira, Gabriel Signoretti, Ivanovitch M. D. Da Silva, Diego R. C. Silva, Paolo Ferrari:
A Customer Feedback Platform for Vehicle Manufacturing Compliant with Industry 4.0 Vision. Sensors 18(10): 3298 (2018) - [j8]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): 4426 (2018) - [c18]Diego R. C. Silva, Guilherme M. B. Oliveira, Ivanovitch M. D. Da Silva, Paolo Ferrari, Emiliano Sisinni:
Latency evaluation for MQTT and WebSocket Protocols: an Industry 4.0 perspective. ISCC 2018: 1233-1238 - [c17]Marianne Batista Diniz Da Silva, Elton Vieira, Ivanovitch M. D. Da Silva, Diego Rodrigo Cabral Silva, Paolo Ferrari, Stefano Rinaldi, Dhiego Fernandes Carvalho:
A customer feedback platform for vehicle manufacturing in Industry 4.0. ISCC 2018: 1249-1254 - [c16]Emiliano Sisinni, Dhiego Fernandes Carvalho, Paolo Ferrari, Alessandra Flammini, Diego Rodrigo Cabral Silva, Ivanovitch M. D. Da Silva:
Enhanced flexible LoRaWAN node for industrial IoT. WFCS 2018: 1-4 - 2017
- [j7]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): 139-155 (2017) - [j6]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): 21-30 (2017) - 2016
- [c15]Gilles Silvano, Ivanovitch Silva, Leonardo Oliveira, Marcos Pinheiro, Bruno Ferreira:
A Hybrid Architecture for Experimentation in Wireless Sensor Networks. SBESC 2016: 116-121 - 2015
- [j5]Marcelo Nobre, Ivanovitch M. D. Silva, Luiz Affonso Guedes:
Performance evaluation of WirelessHART networks using a new network simulator 3 module. Comput. Electr. Eng. 41: 325-341 (2015) - [j4]Marcelo Nobre, Ivanovitch M. D. Silva, Luiz Affonso Guedes:
Routing and Scheduling Algorithms for WirelessHARTNetworks: A Survey. Sensors 15(5): 9703-9740 (2015) - [c14]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: 2172-2177 - [c13]Daniel G. Costa, Ivanovitch M. D. Silva, Luiz Affonso Guedes, Francisco Vasques, Paulo Portugal:
Optimal sensing redundancy for multiple perspectives of targets in wireless visual sensor networks. INDIN 2015: 185-190 - [c12]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: 1-4 - 2014
- [j3]Daniel G. Costa, Ivanovitch M. D. Silva, Luiz Affonso Guedes, Francisco Vasques, Paulo Portugal:
Availability Issues in Wireless Visual Sensor Networks. Sensors 14(2): 2795-2821 (2014) - [c11]Daniel G. Costa, Ivanovitch M. D. Silva, Luiz Affonso Guedes, Paulo Portugal, Francisco Vasques:
Availability assessment of wireless visual sensor networks for target coverage. ETFA 2014: 1-8 - [c10]Allan Venceslau, Raphaela G. F. Lima, Luiz Affonso Guedes, Ivanovitch M. D. Silva:
Ontology for computer-aided fault tree synthesis. ETFA 2014: 1-4 - [c9]Daniel Macedo, Luiz Affonso Guedes, Ivanovitch M. D. Silva:
A dependability evaluation for Internet of Things incorporating redundancy aspects. ICNSC 2014: 417-422 - [c8]Daniel G. Costa, Ivanovitch M. D. Silva, Luiz Affonso Guedes, Paulo Portugal, Francisco Vasques:
Selecting redundant nodes when addressing availability in wireless visual sensor networks. INDIN 2014: 130-135 - [c7]Marcelo Nobre, Ivanovitch M. D. Silva, Luiz Affonso Guedes:
Reliability evaluation of wirelesshart under faulty link scenarios. INDIN 2014: 676-682 - [c6]Daniel G. Costa, Ivanovitch M. D. Silva, Luiz Affonso Guedes, Paulo Portugal, Francisco Vasques:
Enhancing Redundancy in Wireless Visual Sensor Networks for Target Coverage. WebMedia 2014: 31-38 - 2013
- [j2]Ivanovitch M. D. Silva, Rafael Leandro, Daniel Macêdo Batista, Luiz Affonso Guedes:
A dependability evaluation tool for the Internet of Things. Comput. Electr. Eng. 39(7): 2005-2018 (2013) - [c5]Daniel Macedo, Ivanovitch M. D. Silva, Luiz Affonso Guedes, Paulo Portugal, Francisco Vasques:
A framework for dependability evaluation of industrial processes. ETFA 2013: 1-4 - 2012
- [j1]Ivanovitch M. D. Silva, Luiz Affonso Guedes, Paulo Portugal, Francisco Vasques:
Reliability and Availability Evaluation of Wireless Sensor Networks for Industrial Applications. Sensors 12(1): 806-838 (2012) - [c4]Ivanovitch M. D. Silva, Luiz Affonso Guedes, Paulo Portugal, Francisco Vasques:
Dependability evaluation of WirelessHART best practices. ETFA 2012: 1-9 - 2011
- [c3]Ivanovitch M. D. Silva, Luiz F. Guedes, Paulo Portugal, Francisco Vasques:
Preliminary results on the assessment of WirelessHART networks in transient fault scenarios. ETFA 2011: 1-4 - 2010
- [c2]Marcelo Nobre, Ivanovitch M. D. Silva, Luiz Affonso Guedes, Paulo Portugal:
Towards a WirelessHART module for the ns-3 simulator. ETFA 2010: 1-4
2000 – 2009
- 2008
- [c1]Ivanovitch M. D. Silva, Luiz Affonso Guedes, Francisco Vasques:
Performance evaluation of a compression algorithm for wireless sensor networks in monitoring applications. ETFA 2008: 672-678
Coauthor Index
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