| Machine-learning-based soft-failure localization with partial software-defined networking telemetry KS Mayer, JA Soares, RP Pinto, CE Rothenberg, DS Arantes, DAA Mello Journal of Optical Communications and Networking 13 (10), E122-E131, 2021 | 28 | 2021 |
| Soft failure localization using machine learning with SDN-based network-wide telemetry KS Mayer, JA Soares, RP Pinto, CE Rothenberg, DS Arantes, DAA Mello 2020 European Conference on Optical Communications (ECOC), 1-4, 2020 | 24 | 2020 |
| Demonstration of ML-assisted soft-failure localization based on network digital twins KS Mayer, RP Pinto, JA Soares, DS Arantes, CE Rothenberg, ... Journal of Lightwave Technology 40 (14), 4514-4520, 2022 | 19 | 2022 |
| Complex MIMO RBF neural networks for transmitter beamforming over nonlinear channels K Soares Mayer, J Aguiar Soares, D Soares Arantes Sensors 20 (2), 378, 2020 | 15 | 2020 |
| Deep phase-transmittance RBF neural network for beamforming with multiple users KS Mayer, C Müller, JA Soares, FCC de Castro, DS Arantes IEEE Wireless Communications Letters 11 (7), 1498-1502, 2022 | 10 | 2022 |
| Complex-valued phase transmittance RBF neural networks for massive MIMO-OFDM receivers JA Soares, KS Mayer, FCC de Castro, DS Arantes Sensors 21 (24), 8200, 2021 | 10 | 2021 |
| A deep neural network model for link failure identification in multi-path ROADM based networks DY Shimizu, KS Mayer, JA Soares, DS Arantes 2020 Photonics North (PN), 1-1, 2020 | 6 | 2020 |
| Demonstration of machine-intelligent soft-failure localization using SDN telemetry RP Pinto, KS Mayer, JA Soares, DS Arantes, DAA Mello, V Cavalcante, ... Optical Fiber Communication Conference, M2B. 5, 2021 | 3 | 2021 |
| High data-rates and high-order DP-QAM optical links can be efficiently implemented with concurrent equalization KS Mayer, VR Moreira, JA Soares, DS Arantes 2020 Photonics North (PN), 1-1, 2020 | 3 | 2020 |
| Semi-supervised ML-based joint channel estimation and decoding for m-MIMO with Gaussian inference learning JA Soares, KS Mayer, DS Arantes IEEE Wireless Communications Letters, 2023 | 2 | 2023 |
| PCA-based channel estimation for MIMO communications JA Soares, KS Mayer, PB Valadares, DS Arantes arXiv preprint arXiv:2209.13458, 2022 | 2 | 2022 |
| A Nonlinear Concurrent Butterfly Equalizer. KS MAYER, JA SOARES, DS ARANTES Radioengineering 30 (2), 2021 | 1 | 2021 |
| On the Computational Complexities of Complex-Valued Neural Networks KS Mayer, JA Soares, AA Cruz, DS Arantes 2023 IEEE Latin-American Conference on Communications (LATINCOM), 1-5, 2023 | | 2023 |
| On the Computational Complexities of Complex-valued Neural Networks K Soares Mayer, J Aguiar Soares, A Arrais Cruz, D Soares Arantes arXiv e-prints, arXiv: 2310.13075, 2023 | | 2023 |
| CVNN-based Channel Estimation and Equalization in OFDM Systems Without Cyclic Prefix HS Sousa, JA Soares, KS Mayer, DS Arantes arXiv preprint arXiv:2308.13623, 2023 | | 2023 |
| CVNN-based Channel Estimation and Equalization in OFDM Systems Without Cyclic Prefix H dos Santos Sousa, JA Soares, KS Mayer, DS Arantes arXiv e-prints, arXiv: 2308.13623, 2023 | | 2023 |
| PCA-based Channel Estimation for MIMO Communications J Aguiar Soares, K Soares Mayer, P Benevenuto Valadares, ... arXiv e-prints, arXiv: 2209.13458, 2022 | | 2022 |
| Complex phase-transmittance rbf neuralnetwork for massive mimo-ofdm decoding= Rede neural de função de base radial de transmissão de fase complexa para decodificação mimo-ofdm … JA Soares [sn], 2021 | | 2021 |
| ML-based Soft-failure Localization with Partial SDN Telemetry KS MAYER, JA SOARES, RP PINTO, CE ROTHENBERG, DS ARANTES, ... | | 2021 |
Dalton S. ArantesProfessor de Engenharia Elétrica, Universidade Estadual de Campinas, UNICAMPEmail confirmado em decom.fee.unicamp.br
