Jonathan Aguiar Soares

Statistics

Publications

Citations

190

H-Index

Active since

2020

Affiliations

Universidade Estadual de Campinas (UNICAMP)(Current)

Universidade Federal de Santa Maria

Jonathan Aguiar Soares is an author at Universidade Estadual de Campinas (UNICAMP) specializing in machine learning-based localization, computing, and computer science.

ORCID

Publications per year

2020–2023

Publications

Demonstration of ML-Assisted Soft-Failure Localization Based on Network Digital Twins

Kayol S. Mayer, Rossano P. Pinto, Jonathan Aguiar Soares et al. · Journal of Lightwave Technology · 2022 · 49 citations

Computing, Computer Engineering, Computer Science +17

Machine-learning-based soft-failure localization with partial software-defined networking telemetry

Kayol S. Mayer, Jonathan Aguiar Soares, Rossano P. Pinto et al. · Journal of Optical Communications and Networking · 2021 · 46 citations

Computing, Computer Science, Fault-tolerant Computing +14

Soft Failure Localization Using Machine Learning with SDN-based Network-wide Telemetry

Kayol S. Mayer, Jonathan Aguiar Soares, Rossano P. Pinto et al. · 2020 · 23 citations

Computing, Computer Science, Computer Systems +10

Deep Phase-Transmittance RBF Neural Network for Beamforming With Multiple Users

Kayol S. Mayer, Candice Müller, Jonathan Aguiar Soares et al. · IEEE Wireless Communications Letters · 2022 · 21 citations

Engineering, Computer Engineering, Electrical Engineering +16

Complex MIMO RBF Neural Networks for Transmitter Beamforming over Nonlinear Channels

Kayol S. Mayer, Jonathan Aguiar Soares, Dalton S. Arantes · Sensors · 2020 · 19 citations · Full text

Engineering, Aerospace Engineering, Electrical Engineering +17

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