Publications

Summary of over fifty years with Brain-Computer Interfaces - a review

Aleksandra D. Kawala-Sterniuk, Mariusz Pelc, Natalia Browarska, Amir Al-Bakri, Jarosław Zygarlicki, Michaela Sidikova, Radek Martinek, Edward Jacek Gorzelanczyk

Brain Sciences · 2021

3D robotic navigation using a vision-based deep reinforcement learning model

Piotr Zieliński, Urszula Markowska-Kaczmar

Applied Soft Computing · 2021

Advanced bioelectrical signal processing methods: past, present and future approach - Part I: Cardiac signals

Aleksandra D Kawala-Sterniuk, Radek Martinek, Martina Ladrova, Michaela Sidikova, Rene Jaros, Khosrow Behbehani, Radana Vilimkova Kahankova

Sensors · 2021

Comparison of smoothing filters in analysis of EEG data for the medical diagnostics purposes

Aleksandra D. Kawala-Sterniuk, Mariusz Pelc, Michał Podpora, Monika Blaszczyszyn, Edward Jacek Gorzelanczyk, Radek Martinek, Stepan Ozana

Sensors · 2020

Retrieving Sound Samples of Subjective Interest With User Interaction

Jan F. Jakubik

Proceedings of the 2020 Federated Conference on Computer Science and Information Systems · 2020

Voice communication in noisy environments in a smart house using hybrid LMS+ICA algorithm

Aleksandra D Kawala-Sterniuk, Radek Martinek, Jan Vanus, Jan Nedoma, Michael Fridrich, Jaroslav Frnda

Sensors · 2020

A New Region Growing Medical Image Segmentation Algorithm Based on Interval Type-2 Fuzzy Sets

Martin Tabakow, Bartosz Jabłoński

Web, Artificial Intelligence and Network Applications · 2020

Markov network versus recurrent neural network in forming herd behavior based on sight and simple sound communication

Urszula Markowska-Kaczmar, Tomasz Marcinkowski

Applied Soft Computing · 2020

Synthesis of dynamic errors correcting algorithm for auto-balancing bridge methods

Aleksandra D Kawala-Sterniuk, Yuriy Khoma, V. V Khoma, Michał Podpora, Radek Martinek, Stepan Ozana

IEEE Access · 2020

Human interaction Smart Subsystem - extending speech-based Human-Robot interaction systems with an implementation of external smart sensors

Aleksandra D Kawala-Sterniuk, Michał Podpora, Arkadiusz Gardecki, Ryszard Beniak, Bartłomiej Klin, Jose Lopez Vicario

Sensors · 2020

Vital sign monitoring in car seats based on electrocardiography, ballistocardiography and seismocardiography: a review

Aleksandra D Kawala-Sterniuk, Michaela Sidikova, Radek Martinek, Martina Ladrova, Rene Jaros, Lukas Danys, Petr Simonik

Sensors · 2020

Evolutionary algorithms and their applications to engineering problems

Halina Kwaśnicka, Adam Słowik

Neural Computing & Applications · 2020

Inference ability assessment of modified Differential Neural Computer

Urszula Markowska-Kaczmar, Grzegorz Kułakowski

ACIIDS 2020 · 2020

Computational methods for resting-state EEG of patients with disorders of consciousness

Urszula Markowska-Kaczmar, Silvia Corchs, Giovanni Chioma, Riccardo Dondi, Francesca Gasparini, Sara Manzoni, Giancarlo Mauri, Italo Zoppis, Angela Morreale

Frontiers in Neuroscience · 2019

A new F-score gradient-based training rule for the linear model

Mariusz T. Paradowski, Michał Spytkowski, Halina Kwaśnicka

Pattern Analysis and Applications · 2019

A new reasoning approach combining information systems and interval type-2 fuzzy sets

Martin Tabakow, Joel Quesada

Journal of Intelligent & Fuzzy Systems · 2019

Sztuczna inteligencja - sukcesy i obawy

Halina Kwaśnicka

Innowacje technologiczne w teorii i praktyce · 2019

American sign language fingerspelling recognition using wide residual networks

Kacper Kania, Urszula Markowska-Kaczmar

ICAISC 2018 · 2018

Bridging the semantic gap in image and video analysis

Halina Kwaśnicka, Lakhmi C Jain

Intelligent Systems Reference Library · 2018

Is convolutional network competitive for vision method in the furniture dowel quality control?

Urszula Markowska-Kaczmar, Michał Skiba

2018 Innovations in Intelligent Systems and Applications (INISTA) · 2018