| Adaptive graph filters in reproducing kernel Hilbert spaces: Design and performance analysis VRM Elias, VC Gogineni, WA Martins, S Werner IEEE Transactions on Signal and Information Processing over Networks 7, 62-74, 2020 | 28 | 2020 |
| Kernel regression over graphs using random Fourier features VRM Elias, VC Gogineni, WA Martins, S Werner IEEE Transactions on Signal Processing 70, 936-949, 2022 | 18 | 2022 |
| A fault detector/classifier for closed-ring power generators using machine learning IM Quintanilha, VRM Elias, FB da Silva, PAM Fonini, EAB da Silva, ... Reliability Engineering & System Safety 212, 107614, 2021 | 14 | 2021 |
| Graph diffusion kernel LMS using random Fourier features VC Gogineni, VRM Elias, WA Martins, S Werner 2020 54th Asilomar Conference on Signals, Systems, and Computers, 1528-1532, 2020 | 13 | 2020 |
| On the use of graph Fourier transform for light-field compression VRM Elias, WA Martins Journal of Communication and Information Systems 33 (1), 2018 | 10 | 2018 |
| Extended adjacency and scale-dependent graph Fourier transform via diffusion distances VRM Elias, WA Martins, S Werner IEEE Transactions on Signal and Information Processing over Networks 6, 592-604, 2020 | 5 | 2020 |
| Graph Fourier transform for light field compression VRM Elias, WA Martins Proc. XXXV Simpósio Brasileiro de Telecomunicações e Processamento de Sinais …, 2017 | 5 | 2017 |
| Kernel regression on graphs in random fourier features space VRM Elias, VC Gogineni, WA Martins, S Werner ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 4 | 2021 |
| Diffusion-based Virtual Graph Adjacency for Fourier Analysis of Network Signals VRM Elias, W Alves Martins, S Werner XXXVIII SIMPÓSIO BRASILEIRO DE TELECOMUNICAÇÕES E PROCESSAMENTO DE SINAIS …, 2020 | 2 | 2020 |
| Neural network design for data compression based on Kernel PCA: Rate-distortion and complexity analysis VRM Elias, JGRC Gomes 2015 Latin America Congress on Computational Intelligence (LA-CCI), 1-6, 2015 | 1 | 2015 |
| Estudo das propriedades de algoritmos de quantização vetorial baseados em Kernel PCA VRM Elias Universidade Federal do Rio de Janeiro, 2013 | 1 | 2013 |
| Modeling and Learning Strategies for Graph Signal Processing VRM Elias NTNU, 2021 | | 2021 |
| PROJETO DE REDE NEURAL PARA COMPRESSAO DE DADOS BASEADA EM KERNEL PCA: ANALISE DE TAXA-DISTORC AO E COMPLEXIDADE VRM Elias Universidade Federal do Rio de Janeiro, 2015 | | 2015 |
| 2021 Index IEEE Transactions on Signal and Information Processing over Networks Vol. 7 H Al-Lawati, KH Alharbi, FE Alsaadi, P Amblard, A Ananth, S Aviyente, ... | | |
