Research

The list of publications is available here. I have published more 30 papers in widely known scientific journals and international conferences. 

I am serving as a reviewer for several renowned scientific journals, e.g. IEEE Transactions on Neural Networks and Learning Systems (IF=4.4), Information Sciences (IF=3.9), IEEE Transactions on Power Systems (IF=3.5), IASC Computational Statistics & Data Analysis, IEEE Transactions on Aerospace and Electronic Systems and several IEEE conferences (ICECS, MELECON, EUROCON, MIPRO).

The (incomplete) list of projects that I have contributed to is located here.

Current research topics:

Design of learning chips and silicon neurons

Application of active learning for support vector machines

Black-box modelling of electronic circuits and systems

Time series modelling and prediction

Short-term load forecasting (STLF)

Foreign exchange (FX) rate modelling

Object recognition for electronic components

Modelling of electromagnetic compatibility (EMC)

Biomedical signal analysis and modelling

Improving the pedestrian outflow with smart obstacles