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https://ceur-ws.org/Vol-3664/preface.pdf
Preface: Machine Learning Workshop
Vasyl Lytvyn1, Agnieszka Kowalska-Stychen2 and Victoria Vysotska1,3
1 Lviv Polytechnic National University, Stepan Bandera Str. 12, Lviv, 79013, Ukraine
2 Silesian University of Technology, Academic Str. 2A, Gliwice, 44100, Poland
3 Osnabrück University, Neuer Graben Str. 29, Osnabrück, 49074, Germany
Abstract
This document is the preface of the Machine Learning Workshop of the 8th International Conference on
Computational Linguistics and Intelligent Systems (CoLInS 2024), April 12–13, 2024, held in Lviv,
Ukraine.
Keywords
Machine Learning, Deep Learning, Data mining, Computational Linguistics, Artificial neural networks 1
1. Preface
The main purpose of the Machine Learning Workshop is the recent research results discussion in
all areas of Machine Learning Technology for Natural Language Processing and Intelligent
Systems Development [1-6]. The conference is soliciting literature review, survey and research
paper comments including, whilst not limited to, the following areas of interest:
• Supervised learning;
• Unsupervised learning;
• Semi-supervised learning;
• Reinforcement learning;
• Decision trees;
• Classification;
• Regression;
• Artificial neural networks;
• Associative rules;
• Deep learning;
• Pattern recognition;
• Cluster analysis;
• Data mining.
The language of the Machine Learning Workshop is English.
The Machine Learning Workshop took the form of an oral presentation by peer-reviewed
individual papers. The papers were distributed among 93 external reviewers from France,
Germany, The Netherlands, the United States, the United Kingdom, India, Moldova, Czech
Republic, Poland, Bulgaria, Portugal, Serbia, Slovenia, Finland and Ukraine. To make more correct
decisions regarding the acceptance or rejection the papers got 3-7 reviews.
The Machine Learning Workshop gathered participants from different countries including
Germany, Poland, Ukraine, Kyrgyzstan, Egypt, Czech Republic, Switzerland, India, and France.
This year Organizing Committee received 45 submissions, out of which 24 were accepted for
presentation as regular papers. These papers and extended abstracts were published in Volume I
COLINS-2024: 8th International Conference on Computational Linguistics and Intelligent Systems, April 12–13, 2024,
Lviv, Ukraine
Vasyl.V.Lytvyn@lpnu.ua (V. Lytvyn); agnieszka.kowalska-styczen@polsl.pl (A. Kowalska-Stychen);
victoria.a.vysotska@lpnu.ua (V. Vysotska)
0000-0002-9676-0180 (V. Lytvyn); 0000-0002-7404-9638 (A. Kowalska-Stychen); 0000-0001-6417-3689 (V.
Vysotska)
© 2024 Copyright for this paper by its authors.
Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).
CEUR
ceur-ws.org
Workshop ISSN 1613-0073
Proceedings
of the 8th International Conference on Computational Linguistics and Intelligent Systems (CoLInS
2024) proceedings.
2. Acknowledgements
The Machine Learning Workshop would not have been possible without the support of many
people. First of all, we would like to thank all the authors who submitted papers to the Machine
Learning Workshop and thus demonstrated their interest in the research problems within our
scope. We are very grateful to the members of our Program Committee for providing timely and
thorough reviews and, also, for being cooperative in doing additional review work. We would like
to thank the Organizing Committee of the conference whose devotion and efficiency made this
instance of the Machine Learning Workshop a very interesting and effective scientific forum. We
would like to thank the Machine Learning Workshop Chairs, as well as the Program Committee
and all Reviewers, for their diligence in selecting the papers and ensuring their high scientific
quality.
References
[1] V. Lytvyn, A. Kowalska-Styczen, V. Vysotska (Eds.), Proceedings of the 7th International
Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine
Learning Workshop, Kharkiv, Ukraine, April 20-21, 2023. CEUR Workshop Proceedings
3387, CEUR-WS.org 2023. URL: http://ceur-ws.org/Vol-3387/, https://dblp.uni-
trier.de/db/conf/colins/colins2023.html.
[2] V. Lytvyn, N. Sharonova, I. Jonek-Kowalska, A. Kowalska-Styczen, V. Vysotska, Y. Kupriianov,
O. Kanishcheva, O. Cherednichenko, T. Hamon, N. Grabar (Eds.), Proceedings of the 6th
International Conference on Computational Linguistics and Intelligent Systems (COLINS
2022). Volume I: Main Conference, Gliwice, Poland, May 12-13, 2022. CEUR Workshop
Proceedings 3171, CEUR-WS.org 2022. URL: http://ceur-ws.org/Vol-3171/,
https://dblp.uni-trier.de/db/conf/colins/colins2022.html.
[3] N. Sharonova, V. Lytvyn, O. Cherednichenko, Y. Kupriianov, O. Kanishcheva, T. Hamon, N.
Grabar, V. Vysotska, A. Kowalska-Styczen, I. Jonek-Kowalska (Eds.), Proceedings of the 5th
International Conference on Computational Linguistics and Intelligent Systems (COLINS
2021). Volume I: Main Conference, Lviv, Ukraine, April 22-23, 2021. CEUR Workshop
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https://dblp.uni-trier.de/db/conf/colins/colins2021.html.
[4] V. Lytvyn, V. Vysotska, T. Hamon, N. Grabar, N. Sharonova, O. Cherednichenko, O.
Kanishcheva (Eds.), Proceedings of the 4th International Conference on Computational
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http://ceur-ws.org/Vol-2604/, https://dblp.uni-trier.de/db/conf/colins/colins2020.html.
[5] V. Lytvyn, N. Sharonova, T. Hamon, O. Cherednichenko, N. Grabar, A. Kowalska-Styczen, V.
Vysotska (Eds.), Proceedings of the 3rd International Conference on Computational
Linguistics and Intelligent Systems (COLINS-2019). Volume I: Main Conference, Kharkiv,
Ukraine, April 18-19, 2019. CEUR Workshop Proceedings 2362, CEUR-WS.org 2019. URL:
http://ceur-ws.org/Vol-2362/, https://dblp.uni-trier.de/db/conf/colins/colins2019.html.
[6] V. Lytvyn, N. Sharonova, T. Hamon, V. Vysotska, N. Grabar, A. Kowalska-Styczen, I. Jonek-
Kowalska (Eds.), Proceedings of the 2nd International Conference on Computational
Linguistics and Intelligent Systems, COLINS 2018, Volume I: Main Conference, Lviv, Ukraine,
June 25-27, 2018. CEUR Workshop Proceedings 2136, CEUR-WS.org 2018. URL: http://ceur-
ws.org/Vol-2136/, https://dblp.uni-trier.de/db/conf/colins/colins2018.html.