1.

Acoustic frequency-based method for high-speed aircraft combustion analysis and hybrid artificial intelligence diagnostics / Marek Waligórski (WILiT), Miłosław Kozak (WILiT), Aleksandra Świetlicka (WARiE) // Measurement - 2024, vol. 237, p. 115304-1-115304-28

Scientific article 200 5,2

2.

Cybersecurity of Industrial Systems—A 2023 Report / Janusz Pochmara (WARiE), Aleksandra Świetlicka (WARiE) // Electronics - 2024, vol. 13, iss. 7, p. 1191-1-1191-16

Scientific article 100 2,6

3.

Homogeneous ensemble model built from artificial neural networks for fault detection in navigation systems / Aleksandra Świetlicka (WARiE), Krzysztof Kolanowski (WARiE) // Journal of Computational and Applied Mathematics - 2023, vol. 432, p. 115279-1-115279-11

Scientific article 100 2,1

4.

Classification of Spatial Objects with the Use of Graph Neural Networks / Iwona Kaczmarek, Adam Iwaniak, Aleksandra Świetlicka (WARiE) // ISPRS International Journal of Geo-Information - 2023, vol. 12, iss. 3, p. 83-1-83-17

Scientific article 100 2,8

5.

A machine learning approach for integration of spatial development plans based on natural language processing / Iwona Kaczmarek, Adam Iwaniak, Aleksandra Świetlicka (WARiE), Mateusz Piwowarczyk, Adam Nadolny // Sustainable Cities and Society - 2022, vol. 76, p. 103479-1-103479-44

Scientific article 100 11,7

6.

Machine Learning Approach for Application-Tailored Nanolubricants’ Design / Jarosław Kałużny (WILiT), Aleksandra Świetlicka (WARiE), Łukasz Wojciechowski (WILiT), Sławomir Boncel, Grzegorz Kinal (WILiT), Tomasz Runka (WIMiFT), Marek Nowicki (WIMiFT), Oleksandr Stepanenko (WILiT), Bartosz Gapiński (WIM), Joanna Leśniewicz, Paulina Błaszkiewicz (WIMiFT), Krzysztof Kempa // Nanomaterials - 2022, vol. 12, iss. 10, p. 1765 - 1-1765 - 17

Scientific article 100 5,3

7.

Restricted Boltzmann Machine as an Aggregation Technique for Binary Descriptors / Szymon Sobczak (WARiE), Rafał Kapela (WARiE), Kevin McGuinness, Aleksandra Świetlicka (WARiE), Dariusz Pazderski (WARiE), Noel E. O'Connor // Visual Computer - 2021, vol. 37, p. 423-432

Scientific article 70 2,835

8.

Robot sensor failure detection system based on convolutional neural networks for calculation of Euler angles / Aleksandra Świetlicka (WARiE), Krzysztof Kolanowski (WARiE) // Bulletin of the Polish Academy of Sciences. Technical Sciences - 2020, vol. 68, no. 6, p. 1525-1533

Scientific article 100 1,662

9.

Spatial planning text information processing with use of machine learning methods / I. Kaczmarek, A. Iwaniak, Aleksandra Świetlicka (WARiE), M. Piwowarczyk, F. Harvey // ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences - 2020, VI-4/W2-2020, p. 95-102

Scientific article / paper 5

10.

Training the Stochastic Kinetic Model of Neuron for Calculation of an Object's Position in Space / Aleksandra Świetlicka (WARiE), Krzysztof Kolanowski (WARiE), Rafał Kapela (WARiE) // Journal of Intelligent & Robotic Systems - 2020, vol. 98, p. 615-626

Scientific article 100 2,646

11.

Regularization Theory in the Study of Generalization Ability of a Biological Neural Network Model / Aleksandra Świetlicka (WI) // Advances in Computational Mathematics - 2019, vol. 45, iss. 4, p. 1793-1805

Scientific article 100 1,748

12.

Effective estimation of angular speed of synchronous generator based on stator voltage measurement / Michał Lewandowski, Łukasz Majka, Aleksandra Świetlicka (WI) // International Journal of Electrical Power & Energy Systems - 2018, vol. 100, p. 391-399

Scientific article 40 4,418

13.

Investigation of generalization ability of a trained stochastic kinetic model of neuron / Aleksandra Świetlicka (WI), Krzysztof Kolanowski (WI), Rafał Kapela (WI), Mirosław Galicki, Andrzej Rybarczyk (WI) // Applied Mathematics and Computation - 2018, vol. 319, p. 115-124

Scientific article 40 3,092

14.

Multisensor data fusion using Elman neural networks / Krzysztof Kolanowski (WI), Aleksandra Świetlicka (WI), Rafał Kapela (WI), Janusz Pochmara (WI), Andrzej Rybarczyk (WI) // Applied Mathematics and Computation - 2018, vol. 319, p. 236-244

Scientific article 40 3,092

15.

Development of the deterministic and stochastic Markovian model of a dendritic neuron / Aleksandra Świetlicka (WI), Karol Gugała (WI), Witold Pedrycz, Andrzej Rybarczyk (WI) // Biocybernetics and Biomedical Engineering - 2017, vol. 37, iss. 1, p. 201-216

Scientific article 15 1,374

16.

Embedded platform for local image descriptor based object detection / Rafał Kapela (WI), Karol Gugała, Paweł Śniatała (WI), Aleksandra Świetlicka (WI), Krzysztof Kolanowski (WI) // Applied Mathematics and Computation - 2015, vol. 267, p. 419-426

Scientific article 40 1,345

17.

Real-time event classification in field sport videos / Rafał Kapela (WI), Aleksandra Świetlicka (WI), Andrzej Rybarczyk (WI), Krzysztof Kolanowski (WI), Noel E. O'Connor // Signal Processing: Image Communication - 2015, vol. 35, p. 35-45

Scientific article 25 1,602

18.

The stochastic, Markovian, Hodgkin-Huxley type of mathematical model of the neuron / Aleksandra Świetlicka (WI), Karol Gugała (WI), Agata Jurkowlaniec (WI), Paweł Śniatała (WI), Andrzej Rybarczyk (WI) // Neural Network World - 2015, vol. 25, no. 3, p. 219-239

Scientific article 15 0,562

19.

Trained stochastic model of biological neural network used in image processing task / Aleksandra Świetlicka (WI) // Applied Mathematics and Computation - 2015, vol. 267, p. 716-726

Scientific article 40 1,345

20.

Analysis of significant prognostic factors of patients with bladder cancer using self-organizing maps / Marta Kolasa, Rafał Długosz, Wojciech Jóźwicki, Jolanta Pauk, Aleksandra Świetlicka (WI), Pierre-Andre Farine // Solid State Phenomena - 2013, vol. 199, p. 223-228

Scientific article 10

21.

A New Model of the Neuron for Biological Spiking Neural Network Suitable for Parallel Data Processing Realized in Hardware / Aleksandra Świetlicka (WI), Karol Gugała (WI), Marta Kolasa, Jolanata Pauk, Andrzej Rybarczyk (WI), Rafał Długosz // Solid State Phenomena - 2013, vol. 199, p. 217-222

Scientific article 10

22.

Random number generation system improving simulations of stochastic models of neural cells / Karol Gugała (WI), Aleksandra Świetlicka (WI), Michał Burdajewicz, Andrzej Rybarczyk (WI) // Computing - 2013, vol. 95, iss. 1 supplement, p. 259-275

Scientific article 30 1,055

23.

Ideal traffic system creator / Janusz Pochmara, Aleksandra Świetlicka, Mateusz Majchrzycki, Krzysztof Kolanowski, Alicja Szulta, Piotr Szablata, Jakub Pałasiewicz // Elektronika : konstrukcje, technologie, zastosowania - 2012, nr 4, p. 51-53

Scientific article

24.

Supporting tool for clinical observation of the eyeballs movements / Agata Jurkowlaniec, Michał Szulc, Tomasz Dybizbański, Sławomir Michalak (WEiT), Aleksandra Świetlicka, Karol Gugała, Andrzej Rybarczyk // International Journal of Electronics and Telecommunications - 2012, vol. 58, no. 3, p. 219-224

Scientific article

25.

Parallel simulation of stochastic denritic neurons using NVidia GPUs with CUDA / Karol Gugała (WI), Aleksandra Świetlicka, Agata Jurkowlaniec, Andrzej Rybarczyk (WI) // Elektronika : konstrukcje, technologie, zastosowania - 2011, nr 12, p. 59-61

Scientific article