| 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 | 38 | 2021 |
| 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 | 30 | 2022 |
| 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 | 27 | 2020 |
| Blind fuzzy adaptation step control for a concurrent neural network equalizer KS Mayer, MSD Oliveira, C Müller, FCCD Castro, MCFD Castro Wireless Communications and Mobile Computing 2019 (1), 9082362, 2019 | 21 | 2019 |
| 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 | 18 | 2020 |
| 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 | 17 | 2021 |
| 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 | 16 | 2022 |
| 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 | 10 | 2023 |
| RosenPy: An Open Source Python Framework for Complex-Valued Neural Networks AA Cruz, KS Mayer, DS Arantes Available at SSRN 4252610, 2022 | 9 | 2022 |
| Chat-ibn-rasa: Building an intent translator for packet-optical networks based on rasa CH Cesila, RP Pinto, KS Mayer, AF Escallón-Portilla, DAA Mello, ... 2023 IEEE 9th International Conference on Network Softwarization (NetSoft …, 2023 | 8 | 2023 |
| When Digital Twins Meet Optical Networks Operations DAA Mello, KS Mayer, AF Escallón-Portilla, DS Arantes, RP Pinto, ... 2023 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2023 | 7 | 2023 |
| Complex-valued neural networks and applications in telecommunications KS Mayer State University of Campinas, 2022 | 7 | 2022 |
| 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 |
| A new CPFSK demodulation approach for software defined radio KS Mayer, C Müller, FCC de Castro, MCF de Castro Journal of Circuits, Systems and Computers 28 (14), 1950243, 2019 | 6 | 2019 |
| Discrete-time ℋ2 and ℋ∞ poly-quadratic filter designs for polytopic LPV systems MS de Oliveira, KS Mayer, RL Pereira International Journal of Systems Science 53 (10), 2219-2234, 2022 | 5 | 2022 |
| 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 | 5 | 2020 |
| Bandwidth efficient gaussian minimum frequency-shift keying approach for software defined radio LC Galvão, C Müller, MCF De Castro, FCC De Castro, KS Mayer 2018 31st Symposium on Integrated Circuits and Systems Design (SBCCI), 1-4, 2018 | 5 | 2018 |
| Demonstration of Packet-Optical Intent-Based Survivability Using Mininet-Optical RP Pinto, CH Cesila, KS Mayer, AFE Portilla, DS Arantes, DAA Mello, ... Optical Fiber Communication Conference, M3Z. 10, 2023 | 4 | 2023 |
| 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 | 4 | 2021 |
| Nonlinear modified concurrent equalizer KS Mayer, C Müller, MCF de Castro, FCC de Castro Journal of Communication and Information Systems 34 (1), 201-205, 2019 | 4 | 2019 |
Dalton S. ArantesProfessor de Engenharia Elétrica, Universidade Estadual de Campinas, UNICAMPVerified email at decom.fee.unicamp.br
Jonathan Aguiar SoaresPhD candidate, State University of CampinasVerified email at dac.unicamp.br
Christian Esteve RothenbergAssociate Professor at University of Campinas (UNICAMP)Verified email at dca.fee.unicamp.br
Darli MelloUniversity of Campinas (Unicamp)Verified email at decom.fee.unicamp.br
Andres Felipe Escallon PortillaPhD (c) in Electrical and Computing Engineering, University of Campinas (Brazil)Verified email at dac.unicamp.br
Matheus Senna de OliveiraInstituto Federal Sul rio-grandenseVerified email at ifsul.edu.br