| Extension of Wirtinger's calculus to reproducing kernel Hilbert spaces and the complex kernel LMS P Bouboulis, S Theodoridis IEEE Transactions on Signal Processing 59 (3), 964-978, 2010 | 197 | 2010 |
| Construction of recurrent bivariate fractal interpolation surfaces and computation of their box-counting dimension P Bouboulis, L Dalla, V Drakopoulos Journal of Approximation Theory 141 (2), 99-117, 2006 | 114 | 2006 |
| Complex support vector machines for regression and quaternary classification P Bouboulis, S Theodoridis, C Mavroforakis, L Evaggelatou-Dalla IEEE transactions on neural networks and learning systems 26 (6), 1260-1274, 2014 | 93 | 2014 |
| Fractal interpolation surfaces derived from fractal interpolation functions P Bouboulis, L Dalla Journal of Mathematical Analysis and Applications 336 (2), 919-936, 2007 | 91 | 2007 |
| Online distributed learning over networks in RKH spaces using random Fourier features P Bouboulis, S Chouvardas, S Theodoridis IEEE Transactions on Signal Processing 66 (7), 1920-1932, 2017 | 80 | 2017 |
| Adaptive kernel-based image denoising employing semi-parametric regularization P Bouboulis, K Slavakis, S Theodoridis IEEE Transactions on Image Processing 19 (6), 1465-1479, 2010 | 80 | 2010 |
| A general construction of fractal interpolation functions on grids of n P Bouboulis, L Dalla European Journal of Applied Mathematics 18 (4), 449-476, 2007 | 75 | 2007 |
| Adaptive Learning in Complex Reproducing Kernel Hilbert Spaces Employing Wirtinger's Subgradients P Bouboulis, K Slavakis, S Theodoridis Neural Networks and Learning Systems, IEEE Transactions on 2 (99), 260-276, 2012 | 72 | 2012 |
| Online learning in reproducing kernel Hilbert spaces K Slavakis, P Bouboulis, S Theodoridis Academic Press Library in Signal Processing 1, 883-987, 2014 | 70 | 2014 |
| Wirtinger's calculus in general Hilbert spaces P Bouboulis arXiv preprint arXiv:1005.5170, 2010 | 58 | 2010 |
| Hidden variable vector valued fractal interpolation functions P Bouboulis, L Dalla FRACTALS-LONDON- 13 (3), 227, 2005 | 56 | 2005 |
| The Augmented Complex Kernel LMS P Bouboulis, S Theodoridis, M Mavroforakis Signal Processing, IEEE Transactions on 60 (9), 4962-4967, 2012 | 54 | 2012 |
| Robust linear regression analysis—a greedy approach G Papageorgiou, P Bouboulis, S Theodoridis IEEE Transactions on Signal Processing 63 (15), 3872-3887, 2015 | 50 | 2015 |
| Adaptive multiregression in reproducing kernel hilbert spaces: The multiaccess mimo channel case K Slavakis, P Bouboulis, S Theodoridis IEEE Transactions on Neural Networks and Learning Systems 23 (2), 260-276, 2011 | 47 | 2011 |
| Image compression using affine fractal interpolation on rectangular lattices V Drakopoulos, P Bouboulis, S Theodoridis Fractals 14 (04), 259-269, 2006 | 42 | 2006 |
| Efficient KLMS and KRLS algorithms: A random Fourier feature perspective P Bouboulis, S Pougkakiotis, S Theodoridis 2016 IEEE Statistical Signal Processing Workshop (SSP), 1-5, 2016 | 40 | 2016 |
| Closed fractal interpolation surfaces P Bouboulis, L Dalla Journal of mathematical analysis and applications 327 (1), 116-126, 2007 | 40 | 2007 |
| Reproducing kernel Hilbert spaces and fractal interpolation P Bouboulis, M Mavroforakis Journal of Computational and Applied Mathematics 235 (12), 3425-3434, 2011 | 28 | 2011 |
| Image compression using recurrent bivariate fractal interpolation surfaces P Bouboulis, L Dalla, V Drakopoulos International Journal of Bifurcation and Chaos 16 (07), 2063-2071, 2006 | 27 | 2006 |
| The complex Gaussian kernel LMS algorithm P Bouboulis, S Theodoridis International Conference on Artificial Neural Networks, 11-20, 2010 | 24 | 2010 |
Leoni DallaProfessor Emerita of Mathematics, National and Kapodistian University of Athens, GreeceVerified email at math.uoa.gr
