Aleksandra Swietlicka

According to our database, Aleksandra Swietlicka authored at least 14 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

Homogeneous ensemble model built from artificial neural networks for fault detection in navigation systems.

Aleksandra Swietlicka, Krzysztof Kolanowski

J. Comput. Appl. Math., November, 2023

Classification of Spatial Objects with the Use of Graph Neural Networks.

Iwona Kaczmarek, Adam Iwaniak, Aleksandra Swietlicka

ISPRS Int. J. Geo Inf., 2023

Graph Neural Networks for Natural Language Processing in Human-Robot Interaction.

Aleksandra Swietlicka, Dagmara Haczyk, Marcel Haczyk

Proceedings of the Signal Processing: Algorithms, 2023

2021

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

2020

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

2019

Regularization theory in the study of generalization ability of a biological neural network model.

Aleksandra Swietlicka

Adv. Comput. Math., 2019

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

Multisensor data fusion using Elman neural networks.

Krzysztof Kolanowski, Aleksandra Swietlicka, Rafal Kapela, Janusz Pochmara, Andrzej Rybarczyk

Appl. Math. Comput., 2018

2017

A set of dynamic artificial neural networks for robot sensor failure detection.

Rafal Kapela, Aleksandra Swietlicka, Krzysztof Kolanowski, Janusz Pochmara, Andrzej Rybarczyk

Proceedings of the 11th International Workshop on Robot Motion and Control, 2017

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

Trained stochastic model of biological neural network used in image processing task.

Aleksandra Swietlicka

Appl. Math. Comput., 2015

Embedded platform for local image descriptor based object detection.

Rafal Kapela, Karol Gugala, Pawel Sniatala, Aleksandra Swietlicka, Krzysztof Kolanowski

Appl. Math. Comput., 2015

2013

Random number generation system improving simulations of stochastic models of neural cells.

Karol Gugala, Aleksandra Swietlicka, Michal Burdajewicz, Andrzej Rybarczyk

Computing, 2013

An optimized algorithm for recognition of complex patterns based on artificial neural network.

Pawel Gurzynski, Rafal Dlugosz, Tomasz Talaska, Alexandra Swietlicka

Proceedings of the 20th International Conference Mixed Design of Integrated Circuits and Systems, 2013