Feature engineering in signal analysis
Prof. Anton Popov, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” (Ukraine)
Anton Popov is an Associate professor of Electronic Engineering Department of Igor Sykorsky Kyiv Polytechnic Institute (Ukraine), He is a lecturer for the courses “Theory of signals”, “Biomedical Electronic Systems”, “Machine Learning and signal processing in biomedical systems”. He also hods a position of AI/Deep Learning Technical Lead in Ciklum (UK). Anton is an IEEE Senior Member and a member of IEEE Engineering in Medicine and Biology Society since 2001.
Anton Popov authored 150 publications in peer-reviewed journals and conference proceedings and supervised more than 60 bachelors, masters, and PhD students.
His research interests include applications of signal processing methods to the analysis and interpretation of biomedical signals and images. Currently, his group works on methods for epileptic seizure management based on electroencephalograms and cardiorythmograms, techniques for quantification of cognitive workload and emotions, recognition of imaginary movements, muscle synergies detection, stabilography, as well as other biosignals and medical images for diagnosis of diseases and evaluating the human physical conditions.