For queries about this topic, contact Ivan Markovsky.
Today's state-of-the-art methods for data processing are model based. We propose a fundamentally new approach that does not depend on an explicit model representation and can be used for model-free data processing. From a theoretical point of view, the prime advantage of the newly proposed paradigm is conceptual unification of existing methods. From a practical point of view, the proposed paradigm opens new possibilities for development of computational methods for data processing.
Lecturer, Electronics and Computer Science (FPAS)
Administrative Staff, Research and Innovation Services