Concepedia

Elton Soares

ES

6

Publications

141

Citations

6

H-Index

2019

Active since

Affiliations

Universidade Federal do Rio de Janeiro(Current)

Universidade Federal do Estado do Rio de Janeiro

IBM Research - Brazil

Laboratoire d'Informatique, de Robotique et de Microélectronique de Montpellier

Elton Soares is an author at Universidade Federal do Rio de Janeiro specializing in computer science, engineering, and data science.

Top concepts

EngineeringComputer ScienceData ScienceData MiningImage AnalysisCloud ComputingData ManagementData IntegrationMachine LearningIntelligent Systems

Publications per year

2019–2021

6

Publications

6

Workflow provenance in the lifecycle of scientific machine learning

Renan Souza, Leonardo Guerreiro Azevedo, Vítor Lourenço et al. · Concurrency and Computation Practice and Experience · 2021 · 37 citations · Full text

A Combined Solution for Real-Time Travel Mode Detection and Trip Purpose Prediction

Elton Soares, Kate Revoredo, Fernanda Baião et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 33 citations

Engineering, Machine Learning, Single Preprocessing Algorithm +28

Online travel mode detection method using automated machine learning and feature engineering

Elton Soares, Carlos Alberto V. Campos, Sidney Cunha de Lucena · Future Generation Computer Systems · 2019 · 24 citations

Route Choice, Transport Network Analysis, Image Analysis +11

Efficient Runtime Capture of Multiworkflow Data Using Provenance

Renan Souza, Leonardo Guerreiro Azevedo, Raphael Thiago et al. · 2019 · 20 citations · Full text

Cluster Computing, Engineering, Software Engineering +21

Modern Federated Database Systems: An Overview

Leonardo Guerreiro Azevedo, Elton Soares, Renan Souza et al. · 2020 · 17 citations

Heterogeneous Database System, Engineering, Distributed Schema Management +14

Rows per page

1–5 of 6