An optimized algorithm for recognition of complex patterns based on artificial neural network. - Pawel Gurzynski; Rafal Dlugosz; Tomasz Talaska; Alexandra Swietlicka (MIXDES, 2013)

Random number generation system improving simulations of stochastic models of neural cells. - Karol Gugala; Aleksandra Swietlicka; Michal Burdajewicz; Andrzej Rybarczyk (Computing, 2013)

Embedded platform for local image descriptor based object detection. - Rafal Kapela; Karol Gugala; Pawel Sniatala; Aleksandra Swietlicka; Krzysztof Kolanowski (Appl. Math. Comput., 2015)

Trained stochastic model of biological neural network used in image processing task. - Aleksandra Swietlicka (Appl. Math. Comput., 2015)

Real-time event classification in field sport videos. - Rafal Kapela; Aleksandra Swietlicka; Andrzej Rybarczyk; Krzysztof Kolanowski; Noel E. O'Connor (Signal Process. Image Commun., 2015)

A set of dynamic artificial neural networks for robot sensor failure detection. - Rafal Kapela; Aleksandra Swietlicka; Krzysztof Kolanowski; Janusz Pochmara; Andrzej Rybarczyk (RoMoCo, 2017)

Multisensor data fusion using Elman neural networks. - Krzysztof Kolanowski; Aleksandra Swietlicka; Rafal Kapela; Janusz Pochmara; Andrzej Rybarczyk (Appl. Math. Comput., 2018)

Investigation of generalization ability of a trained stochastic kinetic model of neuron. - Aleksandra Swietlicka; Krzysztof Kolanowski; Rafal Kapela; Miroslaw Galicki; Andrzej Rybarczyk (Appl. Math. Comput., 2018)

Regularization theory in the study of generalization ability of a biological neural network model. - Aleksandra Swietlicka (Adv. Comput. Math., 2019)

Training the Stochastic Kinetic Model of Neuron for Calculation of an Object's Position in Space. - Aleksandra Swietlicka; Krzysztof Kolanowski; Rafal Kapela (J. Intell. Robotic Syst., 2020)

Restricted Boltzmann machine as an aggregation technique for binary descriptors. - Szymon Sobczak; Rafal Kapela; Kevin McGuinness; Aleksandra Swietlicka; Dariusz Pazderski; Noel E. O'Connor (Vis. Comput., 2021)

Graph Neural Networks for Natural Language Processing in Human-Robot Interaction. - Aleksandra Swietlicka; Dagmara Haczyk; Marcel Haczyk (SPA, 2023)

Classification of Spatial Objects with the Use of Graph Neural Networks. - Iwona Kaczmarek; Adam Iwaniak; Aleksandra Swietlicka (ISPRS Int. J. Geo Inf., 2023)

Homogeneous ensemble model built from artificial neural networks for fault detection in navigation systems. - Aleksandra Swietlicka; Krzysztof Kolanowski (J. Comput. Appl. Math., 2023)

Graph Neural Networks for Recognizing Non-Verbal Social Behaviors. - Aleksandra Swietlicka; Michal Kubalewski (RoMoCo, 2024)

Embedding representation of words in sign language. - Marcin Mateusz Czajka; Daria Kubacka; Aleksandra Swietlicka (J. Comput. Appl. Math., 2025)

A Survey on Artificial Neural Networks in Human - Robot Interaction. - Aleksandra Swietlicka (Neural Comput., 2025)