Aleksandra Świetlicka

Aleksandra Świetlicka

Politechnika Poznanska

H-index: 8

Europe-Poland

About Aleksandra Świetlicka

Aleksandra Świetlicka, With an exceptional h-index of 8 and a recent h-index of 7 (since 2020), a distinguished researcher at Politechnika Poznanska, specializes in the field of sieci neuronowe.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

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

Classification of spatial objects with the use of graph neural networks

A machine learning approach for integration of spatial development plans based on natural language processing

Machine learning approach for application-tailored nanolubricants’ design

Restricted Boltzmann machine as an aggregation technique for binary descriptors

Spatial planning text information processing with use of machine learning methods

Training the stochastic kinetic model of neuron for calculation of an object’s position in space

Aleksandra Świetlicka Information

University

Position

___

Citations(all)

309

Citations(since 2020)

215

Cited By

198

hIndex(all)

8

hIndex(since 2020)

7

i10Index(all)

8

i10Index(since 2020)

6

Email

University Profile Page

Politechnika Poznanska

Google Scholar

View Google Scholar Profile

Aleksandra Świetlicka Skills & Research Interests

sieci neuronowe

Top articles of Aleksandra Świetlicka

Title

Journal

Author(s)

Publication Date

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

Journal of Computational and Applied Mathematics

Aleksandra Świetlicka

Krzysztof Kolanowski

2023/11/1

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

Foundations and Trends® in Machine Learning

Lingfei Wu

Yu Chen

Kai Shen

Xiaojie Guo

Hanning Gao

...

2023/1/24

Classification of spatial objects with the use of graph neural networks

ISPRS International Journal of Geo-Information

Iwona Kaczmarek

Adam Iwaniak

Aleksandra Świetlicka

2023/2/21

A machine learning approach for integration of spatial development plans based on natural language processing

Sustainable Cities and Society

Iwona Kaczmarek

Adam Iwaniak

Aleksandra Świetlicka

Mateusz Piwowarczyk

Adam Nadolny

2022/1/1

Machine learning approach for application-tailored nanolubricants’ design

Nanomaterials

Jarosław Kałużny

Aleksandra Świetlicka

Łukasz Wojciechowski

Sławomir Boncel

Grzegorz Kinal

...

2022/5/22

Restricted Boltzmann machine as an aggregation technique for binary descriptors

The Visual Computer

Szymon Sobczak

Rafal Kapela

Kevin McGuinness

Aleksandra Swietlicka

Dariusz Pazderski

...

2021/3

Spatial planning text information processing with use of machine learning methods

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

I Kaczmarek

A Iwaniak

A Świetlicka

M Piwowarczyk

F Harvey

2020

Training the stochastic kinetic model of neuron for calculation of an object’s position in space

Journal of Intelligent & Robotic Systems

Aleksandra Świetlicka

Krzysztof Kolanowski

Rafał Kapela

2020/6

Robot sensor failure detection system based on convolutional neural networks for calculation of Euler angles

Bulletin of the Polish Academy of Sciences. Technical Sciences

A Świetlicka

K Kolanowski

2020

See List of Professors in Aleksandra Świetlicka University(Politechnika Poznanska)

Co-Authors

H-index: 15
Dariusz Pazderski

Dariusz Pazderski

Politechnika Poznanska

H-index: 10
Rafal Kapela

Rafal Kapela

Politechnika Poznanska

H-index: 10
Łukasz Majka

Łukasz Majka

Politechnika Slaska

H-index: 8
Michał Lewandowski

Michał Lewandowski

Politechnika Slaska

H-index: 7
Andrzej Rybarczyk

Andrzej Rybarczyk

Politechnika Poznanska

H-index: 4
Karol Gugala

Karol Gugala

Politechnika Poznanska

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