Fractal επιφάνειες παρεμβολής: θεωρία και εφαρμογές στη συμπίεση εικόνας - Pantelis Bouboulis (2006)

The Complex Gaussian Kernel LMS Algorithm. - Pantelis Bouboulis; Sergios Theodoridis (ICANN (2), 2010)

Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces. - Pantelis Bouboulis; Sergios Theodoridis; Konstantinos Slavakis (ICPR, 2010)

Extension of Wirtinger Calculus in RKH Spaces and the Complex Kernel LMS - Pantelis Bouboulis; Sergios Theodoridis (CoRR, 2010)

Extension of Wirtinger's Calculus in Reproducing Kernel Hilbert Spaces and the Complex Kernel LMS - Pantelis Bouboulis; Sergios Theodoridis (CoRR, 2010)

Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces - Pantelis Bouboulis; Sergios Theodoridis (CoRR, 2010)

Adaptive Kernel-Based Image Denoising Employing Semi-Parametric Regularization. - Pantelis Bouboulis; Konstantinos Slavakis; Sergios Theodoridis (IEEE Trans. Image Process., 2010)

Widely linear kernel-based adaptive filters. - Pantelis Bouboulis; Sergios Theodoridis; Michael E. Mavroforakis (EUSIPCO, 2011)

Reproducing Kernel Hilbert Spaces and fractal interpolation. - Pantelis Bouboulis; Michael E. Mavroforakis (J. Comput. Appl. Math., 2011)

Extension of Wirtinger's Calculus to Reproducing Kernel Hilbert Spaces and the Complex Kernel LMS. - Pantelis Bouboulis; Sergios Theodoridis (IEEE Trans. Signal Process., 2011)

Complex support vector regression. - Pantelis Bouboulis; Sergios Theodoridis; Charalampos Mavroforakis (CIP, 2012)

Neural Networks and Learning Systems Come Together. - Bart Baesens; Pantelis Bouboulis; Sergio Cruces; Carlotta Domeniconi; Shiro Ikeda; Xuelong Li 001; Patricia Melin; Vadrevu Sree Hari Rao; Björn W. Schuller; Yi Shen; Huajin Tang; Cong Wang 033; et al. (IEEE Trans. Neural Networks Learn. Syst., 2012)

Adaptive Learning in Complex Reproducing Kernel Hilbert Spaces Employing Wirtinger's Subgradients. - Pantelis Bouboulis; Konstantinos Slavakis; Sergios Theodoridis (IEEE Trans. Neural Networks Learn. Syst., 2012)

Adaptive Multiregression in Reproducing Kernel Hilbert Spaces: The Multiaccess MIMO Channel Case. - Konstantinos Slavakis; Pantelis Bouboulis; Sergios Theodoridis (IEEE Trans. Neural Networks Learn. Syst., 2012)

The Augmented Complex Kernel LMS. - Pantelis Bouboulis; Sergios Theodoridis; Michael E. Mavroforakis (IEEE Trans. Signal Process., 2012)

Complex support vector machines for quaternary classification. - Pantelis Bouboulis; E. Theodoridou; Sergios Theodoridis (MLSP, 2013)

Robust kernel-based regression using Orthogonal Matching Pursuit. - Georgios K. Papageorgiou; Pantelis Bouboulis; Sergios Theodoridis (MLSP, 2013)

Complex Support Vector Machines for Regression and Quaternary Classification - Pantelis Bouboulis; Sergios Theodoridis; Charalampos Mavroforakis (CoRR, 2013)

Robust image denoising in RKHS via orthogonal matching pursuit. - Pantelis Bouboulis; Georgios K. Papageorgiou; Sergios Theodoridis (CIP, 2014)

Robust linear regression analysis - The greedy way. - Georgios K. Papageorgiou; Pantelis Bouboulis; Sergios Theodoridis; Konstantinos Themelis (EUSIPCO, 2014)

Robust Linear Regression Analysis - A Greedy Approach. - Georgios K. Papageorgiou; Pantelis Bouboulis; Sergios Theodoridis; Konstantinos Themelis (CoRR, 2014)

Robust regression in RKHS - An overview. - Georgios K. Papageorgiou; Pantelis Bouboulis; Sergios Theodoridis (EUSIPCO, 2015)

Complex Support Vector Machines for Regression and Quaternary Classification. - Pantelis Bouboulis; Sergios Theodoridis; Charalampos Mavroforakis; Leoni Evaggelatou-Dalla (IEEE Trans. Neural Networks Learn. Syst., 2015)

Robust Linear Regression Analysis - A Greedy Approach. - Georgios K. Papageorgiou; Pantelis Bouboulis; Sergios Theodoridis (IEEE Trans. Signal Process., 2015)

Efficient KLMS and KRLS algorithms: A random fourier feature perspective. - Pantelis Bouboulis; Spyridon Pougkakiotis; Sergios Theodoridis (SSP, 2016)

Robust non-linear regression analysis: A greedy approach employing kernels and application to image denoising. - Georgios K. Papageorgiou; Pantelis Bouboulis; Sergios Theodoridis (CoRR, 2016)

Robust Nonlinear Regression: A Greedy Approach Employing Kernels With Application to Image Denoising. - Georgios K. Papageorgiou; Pantelis Bouboulis; Sergios Theodoridis (IEEE Trans. Signal Process., 2017)

Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. - Pantelis Bouboulis; Symeon Chouvardas; Sergios Theodoridis (IEEE Trans. Signal Process., 2018)