Search Results for author: Charalampos Mavroforakis

Found 2 papers, 1 papers with code

Modeling the Dynamics of Online Learning Activity

1 code implementation18 Oct 2016 Charalampos Mavroforakis, Isabel Valera, Manuel Gomez Rodriguez

People are increasingly relying on the Web and social media to find solutions to their problems in a wide range of domains.

Clustering

Complex Support Vector Machines for Regression and Quaternary Classification

no code implementations9 Mar 2013 Pantelis Bouboulis, Sergios Theodoridis, Charalampos Mavroforakis, Leoni Dalla

The method exploits the notion of widely linear estimation to model the input-out relation for complex-valued data and considers two cases: a) the complex data are split into their real and imaginary parts and a typical real kernel is employed to map the complex data to a complexified feature space and b) a pure complex kernel is used to directly map the data to the induced complex feature space.

Classification General Classification +1

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