Publications

Searching for loops and sound samples with feature learning

Jan F. Jakubik

Position Papers of the 17th Conference on Computer Science and Intelligence Systems, September 4–7, 2022. Sofia, Bulgaria · 2022

MultiEmo: language-agnostic sentiment analysis

Piotr D. Miłkowski, Marcin Gruza, Przemysław Kazienko, Joanna I Szołomicka, Stanisław J Woźniak, Jan Kocoń

ICCS 2022 · 2022

Semi‑supervised classifier guided by discriminator

Sebastian Jamroziński, Urszula Markowska-Kaczmar

Scientific Reports · 2022

Assessment of Ki-67 proliferation index with deep learning in DCIS (ductal carcinoma in situ)

Jakub Błaszczyk, Martin Tabakow, Łukasz Fuławka, Agnieszka Hałoń

Scientific Reports · 2022

Editorial: Currents in biomedical signals processing - methods and applications

Aleksandra D. Kawala-Sterniuk, Mariusz Pelc, Radek Martinek, Grzegorz Wójcik

Frontiers in Neuroscience · 2022

Neuro-symbolic models for sentiment analysis

Jan Kocoń, Joanna Baran, Marcin Gruza, Arkadiusz Janz, Michał Kajstura, Przemysław Kazienko, Wojciech Korczyński, Piotr D Miłkowski, Maciej Piasecki, Joanna I Szołomicka

ICCS 2022 · 2022

Data augmentation for morphological analysis of histopathological images using deep learning

Martin Tabakow, Konrad Karanowski, Adam Chłopowiec, Adrian Chłopowiec, Mikolaj Kasperek

ICCCI 2022 · 2022

Extreme learning machine versus classical feedforward network

Urszula Markowska-Kaczmar, Michał Kosturek

Neural Computing & Applications · 2021

Classification with fuzzification optimization combining fuzzy information systems and type-2 fuzzy inference

Martin Tabakow, Adrian Chłopowiec, Adam Chłopowiec, Adam Dłubak

Applied Sciences · 2021

Advanced bioelectrical signal processing methods: past, present, and future approach - Part III: Other biosignals

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

Sensors · 2021

Advanced bioelectrical signal processing methods: past, present and future approach - Part II: Brain signals

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

Sensors · 2021

Comparison of smoothing filters’ influence on quality of data recorded with the Emotiv EPOC Flex Brain–Computer Interface headset during audio stimulation

Aleksandra D Kawala-Sterniuk, Mariusz Pelc, Natalia Browarska, Jarosław Zygarlicki, Michał Podpora, Radek Martinek, Edward Jacek Gorzelanczyk

Brain Sciences · 2021

Human flow recognition using deep learning and image processing methods

Mateusz Zimoch, Urszula Markowska-Kaczmar

Engineering Applications of Artificial Intelligence · 2021

Interpreting neural networks prediction for a single instance via random forest feature contributions

Urszula Markowska-Kaczmar, Anna Palczewska

ICCS 2021 · 2021

Capsule network versus convolutional neural network in image classification

Ewa Juralewicz, Urszula Markowska-Kaczmar

ICCS 2021 · 2021

Hierarchical data generator based on tree-structured stick breaking process for benchmarking clustering methods

Łukasz P. Olech, Michał Spytkowski, Halina Kwaśnicka, Zbigniew Michalewicz

Information Sciences · 2021

Morphological analysis of histopathological images using deep learning

Artur Zawisza, Martin Tabakow, Konrad Karanowski, Krzysztof J Galus

ICCCI 2021 · 2021

Utterance style transfer using deep models

Daniel Popek, Urszula Markowska-Kaczmar

Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES 2021 · 2021

Pix2Trips - a system supporting small groups of urban tourists

Halina Kwaśnicka, Tsvetan Ovedenski

Proceedings of the 16th Conference on Computer Science and Intelligence Systems, September 2-5, online · 2021

Creating herd behavior by virtual agents using neural networks

Urszula Markowska-Kaczmar, Adrian Ślimak

Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES 2021 · 2021