PF

doc. RNDr. Ľubomír Antoni, PhD.   SK

Email:
lubomir.antoni@upjs.sk
Homepage:
https://www.upjs.sk/PF/zamestnanec/lubomir.antoni
Faculty:
PF UPJŠ - Pavol Jozef Šafárik University in Košice, Faculty of Science
Department:
ÚINF - Institute of Computer Science
Office:
SJ0L19
Phone:
+421 55 234 2464
Faculty:
PF UPJŠ - Pavol Jozef Šafárik University in Košice, Faculty of Science
Department:
ÚINF - Institute of Computer Science
Office:
Phone:
ORCID ID:
0000-0002-7526-8146
Associate Professor at the Institute of Computer Science, Faculty of Science. He aims to propose selected machine learning methods and applications of these methods in solving the tasks of supervised and unsupervised learning. He is a member of the Slovak Information Society. His scientific work focuses on formal concept analysis methods, fuzzy logic, and machine learning.
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Overview of the responsibility for the delivery, development and quality assurance of the study programme or its part at the university in the current academic year
Study programme: ADUIb - Data Analysis and Artificial Intelligence (OZPP, RŠP), study field: Mathematics - Informatics, first degree
Study programme: ADUIm - Data Analysis and Artificial Intelligence (OZPP, RŠP), study field: Mathematics - Informatics, second degree
Study programme: Ib - Computer Science (OZPP, RŠP), study field: Computer Science, second degree
Study programme: Im - Computer Science (OZPP, RŠP), study field: Computer Science, second degree
Study programme: Id - Computer Science (OZPP, RŠP), study field: Computer Science, third degree
Study programme: I-Xb - Informatics - X (OZPP, RŠP), study field: Informatics in combination (interdisciplinary study), first degree
Study programme: I-Xm - Informatics - X (OZPP, RŠP), study field: Informatics (specialization), second degree
Profile courses
ÚINF/UNS1/15 Introduction to Neural Networks - Computer Science, Applied Informatics, Joint degree study of Informatics and other subject, bachelor degree
ÚINF/STU1/16 Machine Learning - Computer Science, Teacher preparation programme of Informatics and other subject, master degree
ÚINF/MUID/18 Methods of computational learning and artificial intelligence - Computer Science, PhD. degree
ÚINF/NEU1/15 Neural Networks - Informatika, Analýza dát a umelá inteligencia, master degree
ÚINF/USU/19 Introduction To Machine Learning - Data Analysis and Artificial Intelligence, bachelor degree
Selected publications

ADC (9.518 - IF 2019, JCR - Q1, SJR - Q1) Antoni, L., Cornejo, M. E., Medina, J., Ramirez, E.: Attribute classification and reduct computation in multi-adjoint concept lattices. In: IEEE Transactions on Fuzzy Systems. - ISSN 1941-0034- Volume 29, no. 5 (2021), p. 1121-1132.

AEC Antoni, Ľ., Bruothová, D., Guniš, J. a kol.: Attribute Exploration in Formal Concept Analysis and Measuring of Pupils’ Computational Thinking. Advances in Intelligent Systems and Computing, Volume 1281, Cham: Springer Nature, 2021. pp. 160–180.

AEC Antoni, Ľ., Krajči, S., Krídlo, O.: On fuzzy generalizations of concept lattices. Studies in Computational Intelligence, Volume 758, Cham: Springer International Publishing AG, 2018. pp. 79-103.

AFC Antoni, Ľ., Krajči, S., Krídlo, O.: Randomized fuzzy formal contexts and relevance of one-sided concepts. Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), Volume 9113, 2015. pp. 183-199.

AFD Antoni, Ľ., Guniš, J., Gurský P.: Data Science and its Position in University Education within National Project IT Academy - Education for 21st Century. In: ICETA 2020: 18th IEEE International conference on emerging elearning technologies and applications : Information and communication technologies in learning : proceedings. - Denver: Institute of Electrical and Electronics Engineers, 2020. pp. 16-21.

Selected projects

Co-researcher of the project VEGA 1/0073/15 Scalable computational methods of analysis of structured and unstructured data with elements of uncertainty. Period: 2015 - 2017

Co-researcher of the project APVV 15–0091 Effective algorithms, automata and data structures. Period: 2016 - 2020

Co-investigator of the project Innovation of a software product for the field of health insurance using machine learning methods (SU4ZP) Call: OPVaI-MH / DP / 2018 / 1.2.2-17. Period: 2020 - 2022

Co-investigator of the project VEGA 1/0645/22 Proposal of novel methods in Formal concept analysis and their applications. Period: 2022 - 2024

Co-investigator of the project APVV 21–0468 Mining, aggregation and modelling of data with uncertainty. Period: 2022 - 2024

International mobilities and visits
Masaryk University in Brno, Faculty of Science, Brno, Czech Republic, 19. 06. 2019 - 05. 07. 2019 (17 days), Erasmus+ Staff Training
Masaryk University in Brno, Faculty of Science, Brno, Czech Republic, 05. 09. 2018 - 07. 09. 2018 (3 days), Erasmus+ Staff Training
Palacky University in Olomouc, Faculty of Science, Olomouc, Czech Republic, 16. 09. 2013 - 16. 12. 2013 (3 months), Research stay

Additional information

Further information


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