| 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 | 31 | 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 | 24 | 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 | 24 | 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, 1-11, 2019 | 16 | 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 | 15 | 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 | 11 | 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 | 10 | 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 |
| 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 |
| Complex-valued neural networks and applications in telecommunications KS Mayer State University of Campinas, 2022 | 4 | 2022 |
| RosenPy: An Open Source Python Framework for Complex-Valued Neural Networks AA Cruz, KS Mayer, DS Arantes Available at SSRN 4252610, 2022 | 4 | 2022 |
| 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 | 4 | 2019 |
| 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 | 3 | 2023 |
| 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 | 3 | 2022 |
| 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 |
| 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 | 3 | 2019 |
| 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 |
| 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 | 2 | 2023 |
Dalton S. ArantesProfessor de Engenharia Elétrica, Universidade Estadual de Campinas, UNICAMPDirección de correo verificada de decom.fee.unicamp.br
