Aleksandra Swietlicka

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Failure Detection

Restricted Boltzmann Machine

Natural Language

Top Venues

Appl. Math. Comput.

Publications

Aleksandra Swietlicka, Michal Kubalewski
Graph Neural Networks for Recognizing Non-Verbal Social Behaviors. RoMoCo (2024)
Iwona Kaczmarek, Adam Iwaniak, Aleksandra Swietlicka
Classification of Spatial Objects with the Use of Graph Neural Networks. ISPRS Int. J. Geo Inf. 12 (3) (2023)
Aleksandra Swietlicka, Krzysztof Kolanowski
Homogeneous ensemble model built from artificial neural networks for fault detection in navigation systems. J. Comput. Appl. Math. 432 (2023)
Aleksandra Swietlicka, Dagmara Haczyk, Marcel Haczyk
Graph Neural Networks for Natural Language Processing in Human-Robot Interaction. SPA (2023)
Szymon Sobczak, Rafal Kapela, Kevin McGuinness, Aleksandra Swietlicka, Dariusz Pazderski, Noel E. O'Connor
Restricted Boltzmann machine as an aggregation technique for binary descriptors. Vis. Comput. 37 (3) (2021)
Aleksandra Swietlicka, Krzysztof Kolanowski, Rafal Kapela
Training the Stochastic Kinetic Model of Neuron for Calculation of an Object's Position in Space. J. Intell. Robotic Syst. 98 (3) (2020)
Aleksandra Swietlicka
Regularization theory in the study of generalization ability of a biological neural network model. Adv. Comput. Math. 45 (4) (2019)
Aleksandra Swietlicka, Krzysztof Kolanowski, Rafal Kapela, Miroslaw Galicki, Andrzej Rybarczyk
Investigation of generalization ability of a trained stochastic kinetic model of neuron. Appl. Math. Comput. 319 (2018)
Krzysztof Kolanowski, Aleksandra Swietlicka, Rafal Kapela, Janusz Pochmara, Andrzej Rybarczyk
Multisensor data fusion using Elman neural networks. Appl. Math. Comput. 319 (2018)
Rafal Kapela, Aleksandra Swietlicka, Krzysztof Kolanowski, Janusz Pochmara, Andrzej Rybarczyk
A set of dynamic artificial neural networks for robot sensor failure detection. RoMoCo (2017)
Rafal Kapela, Aleksandra Swietlicka, Andrzej Rybarczyk, Krzysztof Kolanowski, Noel E. O'Connor
Real-time event classification in field sport videos. Signal Process. Image Commun. 35 (2015)
Rafal Kapela, Karol Gugala, Pawel Sniatala, Aleksandra Swietlicka, Krzysztof Kolanowski
Embedded platform for local image descriptor based object detection. Appl. Math. Comput. 267 (2015)
Aleksandra Swietlicka
Trained stochastic model of biological neural network used in image processing task. Appl. Math. Comput. 267 (2015)
Karol Gugala, Aleksandra Swietlicka, Michal Burdajewicz, Andrzej Rybarczyk
Random number generation system improving simulations of stochastic models of neural cells. Computing 95 (S1) (2013)