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Elton F. S. Soares

Elton Figueiredo de S. Soares – Elton F. de Souza Soares – Elton Figueiredo de Souza Soares

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2020 – today

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2024
[c27]
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Maria Chang, Achille Fokoue, Rosario Uceda-Sosa, Parul Awasthy, Ken Barker, Sadhana Kumaravel, Oktie Hassanzadeh, Elton F. S. Soares, Tian Gao, Debarun Bhattacharjya, Radu Florian, Salim Roukos:
CHRONOS: A Schema-Based Event Understanding and Prediction System. AAAI 2024: 22871-22877
[c26]
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Leonardo Guerreiro Azevedo, Renan Souza, Elton F. S. Soares, Raphael Melo Thiago, Júlio Cesar Cardoso Tesolin, Anna Carolina Carvalho Moreira Oliveira, Márcio Ferreira Moreno:
HKPoly: A Polystore Architecture to Support Data Linkage and Queries on Distributed and Heterogeneous Data. SBSI 2024: 50:1-50:10
[c25]
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Elton Figueiredo de S. Soares, Carlos Alberto Vieira Campos:
Privacy-Preserving Training of Monocular Depth Estimators via Self-Supervised Federated Learning. VTC Fall 2024: 1-6
[c24]
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Elton Figueiredo de S. Soares, Carlos Alberto Vieira Campos:
Towards Continual Federated Learning of Monocular Depth for Autonomous Vehicles. VTC Fall 2024: 1-5
[i6]
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  - journals/corr/abs-2403-10304
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Guilherme Lima, Marcelo Machado, Elton F. S. Soares, Sandro Rama Fiorini, Raphael Thiago, Leonardo Guerreiro Azevedo, Viviane Torres da Silva, Renato Cerqueira:
KIF: A Framework for Virtual Integration of Heterogeneous Knowledge Bases using Wikidata. CoRR abs/2403.10304 (2024)
2023
[c23]
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Marcelo Machado, Guilherme Lima, Elton F. S. Soares, Rosario Uceda-Sosa, Renato Cerqueira:
Enabling Live SPARQL Queries over ConceptNet Using Triple Pattern Fragments. ESWC 2023: 661-678
[i5]
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  - journals/corr/abs-2308-03584
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Leonardo Guerreiro Azevedo, Renan Francisco Santos Souza, Elton Figueiredo de Souza Soares, Raphael Melo Thiago, Júlio Cesar Cardoso Tesolin, Ann C. Oliveira, Márcio Ferreira Moreno:
A Polystore Architecture Using Knowledge Graphs to Support Queries on Heterogeneous Data Stores. CoRR abs/2308.03584 (2023)
[i4]
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  - journals/corr/abs-2310-04837
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Elton Figueiredo de Souza Soares, Carlos Alberto Vieira Campos:
Federated Self-Supervised Learning of Monocular Depth Estimators for Autonomous Vehicles. CoRR abs/2310.04837 (2023)
2022
[j5]
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Renan Souza, Leonardo Guerreiro Azevedo, Vítor Lourenço, Elton F. S. Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto:
Workflow provenance in the lifecycle of scientific machine learning. Concurr. Comput. Pract. Exp. 34(14) (2022)
[j4]
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Viviane Torres da Silva, Jéssica Soares dos Santos, Raphael Thiago, Elton F. S. Soares, Leonardo Guerreiro Azevedo:
OWL ontology evolution: understanding and unifying the complex changes. Knowl. Eng. Rev. 37: e10 (2022)
[c22]
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Thiago Correia Medeiros, Elton F. S. Soares, Carlos Alberto Vieira Campos:
Elasticity of Intelligent Transportation System Applications in a Fog Computing Environment. IWCMC 2022: 560-565
[c21]
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Maximilien de Bayser, Vinícius C. V. B. Segura, Leonardo Guerreiro Azevedo, Leonardo P. Tizzei, Raphael Thiago, Elton F. S. Soares, Renato Cerqueira:
DevOps and microservices in scientific system development: experience on a multi-year industry research project. SAC 2022: 1452-1455
[c20]
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Marcelo Machado, Guilherme Lima, Elton F. S. Soares, Vitor Nascimento, Rafael Brandão, Márcio Ferreira Moreno:
An Extensible Approach for Query-Driven Multimodal Knowledge Graph Completion. ISWC (Posters/Demos/Industry) 2022
2021
[j3]
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Elton F. S. Soares, Carlos Alvaro de M. S. Quintella, Carlos Alberto Vieira Campos:
Smartphone-Based Real-Time Travel Mode Detection for Intelligent Transportation Systems. IEEE Trans. Veh. Technol. 70(2): 1179-1189 (2021)
[c19]
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Thiago Correia Medeiros, Elton F. S. Soares, Carlos Alberto Vieira Campos:
An Intelligent Transportation System Application using Mobile Edge Computing. ISCC 2021: 1-6
[c18]
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Elton Figueiredo de Souza Soares, Renan Souza, Raphael Melo Thiago, Marcelo de Oliveira Costa Machado, Leonardo Guerreiro Azevedo:
A Recommender for Choosing Data Systems based on Application Profiling and Benchmarking. SBBD 2021: 265-270
[c17]
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Leonardo Azevedo, Renan Souza, Elton F. S. Soares, Raphael Melo, Anna Carolina Carvalho Moreira Oliveira, Márcio Ferreira Moreno:
Supporting Polystore Queries using Provenance in a Hyperknowledge Graph. ISWC (Posters/Demos/Industry) 2021
[c16]
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Márcio Ferreira Moreno, Polyana B. da Costa, Rodrigo Costa, Vitor Nascimento, Elton F. S. Soares, Marcelo Machado:
A Hyperknowledge Approach to Support Dataset Engineering. ISWC (Posters/Demos/Industry) 2021
[c15]
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Márcio Ferreira Moreno, Polyana B. da Costa, Rodrigo Costa, Vitor Nascimento, Elton Figueiredo de Souza Soares, Marcelo Machado:
Evaluating Semantic Queries for Dataset Engineering on the Hyperknowledge Platform. ISWC (Posters/Demos/Industry) 2021
[i3]
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  - journals/corr/abs-2112-12049
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Maximilien de Bayser, Vinícius C. V. B. Segura, Leonardo Guerreiro Azevedo, Leonardo P. Tizzei, Raphael Melo Thiago, Elton F. S. Soares, Renato Cerqueira:
DevOps and Microservices in Scientific System development. CoRR abs/2112.12049 (2021)
2020
[c14]
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  - conf/iceis/SantosSAST20
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Jéssica Soares dos Santos, Viviane Torres da Silva, Leonardo Guerreiro Azevedo, Elton Figueiredo de S. Soares, Raphael Melo Thiago:
An Experimental Analysis of Tools for Ontology Evolution Management. ICEIS (2) 2020: 111-121
[c13]
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Jéssica Soares dos Santos, Leonardo Guerreiro Azevedo, Elton F. S. Soares, Raphael Melo Thiago, Viviane Torres da Silva:
Analysis of Tools for REST Contract Specification in Swagger/OpenAPI. ICEIS (2) 2020: 201-208
[c12]
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Leonardo Guerreiro Azevedo, Elton Figueiredo de Souza Soares, Renan Souza, Márcio Ferreira Moreno:
Modern Federated Database Systems: An Overview. ICEIS (1) 2020: 276-283
[c11]
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Leonardo P. Tizzei, Leonardo Azevedo, Elton Figueiredo de S. Soares, Raphael Thiago, Rodrigo Costa:
On the Maintenance of a Scientific Application based on Microservices: an Experience Report. ICWS 2020: 102-109
[c10]
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Elton F. de Souza Soares, Carlos Alberto Vieira Campos, Sidney Cunha de Lucena:
Real-Time Travel Mode Detection with Smartphone Sensing and Machine Learning. SBRC Companion 2020: 73-80
[c9]
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Elton Figueiredo de Souza Soares, Raphael Melo Thiago, Wallas Henrique Sousa dos Santos, Rodrigo Costa Mesquita Santos, Márcio Ferreira Moreno:
Enabling Contextualized Knowledge Description with Non-symbolic Integration. ISWC (Demos/Industry) 2020: 157-162
[c8]
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  - conf/semweb/SoaresTAFM20
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Elton Figueiredo de Souza Soares, Raphael Melo Thiago, Leonardo Guerreiro Azevedo, Sandro Rama Fiorini, Márcio Ferreira Moreno:
Enabling Contextualized Ontology Modelling with a Collaborative Multi-View System. ISWC (Demos/Industry) 2020: 162-167
[i2]
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  - journals/corr/abs-2010-00330
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Renan Souza, Leonardo Guerreiro Azevedo, Vítor Lourenço, Elton F. S. Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto:
Workflow Provenance in the Lifecycle of Scientific Machine Learning. CoRR abs/2010.00330 (2020)

2010 – 2019

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2019
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Elton Figueiredo de S. Soares, Carlos Alberto Vieira Campos, Sidney C. de Lucena:
Online travel mode detection method using automated machine learning and feature engineering. Future Gener. Comput. Syst. 101: 1201-1212 (2019)
[j1]
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  - journals/tits/SoaresRBQC19
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Elton Figueiredo de S. Soares, Kate Revoredo, Fernanda Baião, Carlos Alvaro de M. S. Quintella, Carlos Alberto Vieira Campos:
A Combined Solution for Real-Time Travel Mode Detection and Trip Purpose Prediction. IEEE Trans. Intell. Transp. Syst. 20(12): 4655-4664 (2019)
[c7]
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  - conf/eScience/SouzaMATSSNBCV19
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Renan Souza, Marta Mattoso, Leonardo Azevedo, Raphael Thiago, Elton F. de Souza Soares, Marcelo Nery dos Santos, Marco A. S. Netto, Emilio Vital Brazil, Renato Cerqueira, Patrick Valduriez:
Efficient Runtime Capture of Multiworkflow Data Using Provenance. eScience 2019: 359-368
[c6]
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Elton Figueiredo de S. Soares, Hojjat Salehinejad, Carlos Alberto Vieira Campos, Shahrokh Valaee:
Recurrent Neural Networks for Online Travel Mode Detection. GLOBECOM 2019: 1-6
[c5]
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Leonardo Guerreiro Azevedo, Rodrigo da Silva Ferreira, Viviane Torres da Silva, Maximilien de Bayser, Elton F. de Souza Soares, Raphael Melo Thiago:
Geological Data Access on a Polyglot Database using a Service Architecture. SBCARS 2019: 103-112
[c4]
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Renan Souza, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco Aurélio Stelmar Netto, Leonardo Azevedo, Vítor Lourenço, Elton F. de Souza Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno:
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering. WORKS@SC 2019: 1-10
[i1]
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  - journals/corr/abs-1910-04223
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Renan Souza, Leonardo Azevedo, Vítor Lourenço, Elton F. de Souza Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto:
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering. CoRR abs/1910.04223 (2019)
2018
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Elton F. de Souza Soares, Raphael Melo Thiago, Leonardo Guerreiro Azevedo, Maximilien de Bayser, Viviane Torres da Silva, Renato F. de G. Cerqueira:
Evaluation of Server Push Technologies for Scalable Client-Server Communication. SOSE 2018: 1-10
2017
[c2]
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Elton F. S. Soares, Carlos Alvaro de M. S. Quintella, Carlos Alberto Vieira Campos:
CityTracks-RT: Uma aplicação para detecção do modo de transporte em tempo real nos centros urbanos. SBSI 2017: 222-229
[c1]
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Elton Figueiredo de S. Soares, Carlos Alvaro de M. S. Quintella, Carlos Alberto Vieira Campos:
Towards an Application for Real-Time Travel Mode Detection in Urban Centers. VTC Fall 2017: 1-5

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