Dec 8, 2019   8:13 p.m. Marína
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Persons at STU


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doc. Ing. German Michaľčonok, CSc.
Identification number: 245
University e-mail: german.michalconok [at] stuba.sk
 
Docent CSc.,PhD. - Institute of Applied Informatics, Automation and Mechatronics (MTF)

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The selected person is an author of the following publications.

Ord.PublicationsType of resultYearDetails
1.Adding additional features to improve time series prediction
Borkin, Dmitrii Vladimirovič -- Németh, Martin -- Michaľčonok, German -- Mezentseva, Olga
Adding additional features to improve time series prediction. Vedecké práce MtF STU v Bratislave so sídlom v Trnave. Research papers Faculty of Materials Science and Technology Slovak University of Technology in Trnava, 27. p. 72--78.
articles in magazines2019Details
2.Analysis of the influence of sensitivity on the quality of regulation in digital control systems
Samsonov, Gennadii -- Michaľčonok, German -- Nikmon, Marcel
Analysis of the influence of sensitivity on the quality of regulation in digital control systems. WSEAS Transactions on Systems and Control, 14. p. 51--56.
articles in magazines2019Details
3.Comparison of methods for time series data analysis for further use of machine learning algorithms
Némethová, Andrea -- Borkin, Dmitrii Vladimirovič -- Michaľčonok, German
Comparison of methods for time series data analysis for further use of machine learning algorithms. In Computational Statistics and Mathematical Modeling Methods in Intelligent Systems. Cham: Springer, 2019, p. 90--99. ISBN 978-3-030-31361-6.
contributions in anthologies, chapters in monographs/textbooks, abstracts2019Details
4.Computing importance value of medical data parameters in classification tasks and its evaluation using machine learning methods
Némethová, Andrea -- Németh, Martin -- Michaľčonok, German -- Böhm, Allan
Computing importance value of medical data parameters in classification tasks and its evaluation using machine learning methods. In SILHAVY, R. Software Engineering and Algorithms in Intelligent Systems. Cham: Springer, 2019, p. 397--405. ISBN 978-3-319-91185-4.
contributions in anthologies, chapters in monographs/textbooks, abstracts2019Details
5.Design of simulation of the "Juvenile Juh" production process in "Bratislava Teplárenská, a.s." in simulation software SIMIT
Andel, Michal -- Michaľčonok, German
Návrh simulácie výrobného procesu „Výhrevne Juh“ v spoločnosti Bratislavská teplárenská, a.s. v simulačnom softvéri SIMIT. Diploma thesis. 2019.
final thesis2019Details
6.Determination issues of data mining process of failures in the production systems
Németh, Martin -- Némethová, Andrea -- Michaľčonok, German
Determination issues of data mining process of failures in the production systems. In ŠILHAVÝ, R. Artificial Intelligence Methods in Intelligent Algorithms: proceedings of 8th Computer Science On-line Conference 2019, Vol. 2. 1st ed. Cham : Springer Verlag, 2019, p. 200--207. ISBN 978-3-030-19809-1.
contributions in anthologies, chapters in monographs/textbooks, abstracts2019Details
7.Identification of KDD problems from medical data
Némethová, Andrea -- Németh, Martin -- Michaľčonok, German
Identification of KDD problems from medical data. In ŠILHAVÝ, R. Artificial Intelligence Methods in Intelligent Algorithms: proceedings of 8th Computer Science On-line Conference 2019, Vol. 2. 1st ed. Cham : Springer Verlag, 2019, p. 191--199. ISBN 978-3-030-19809-1.
contributions in anthologies, chapters in monographs/textbooks, abstracts2019Details
8.Impact of data normalization on classification model accuracy
Borkin, Dmitrii Vladimirovič -- Némethová, Andrea -- Michaľčonok, German -- Majorov, Konstantin
Impact of data normalization on classification model accuracy. Vedecké práce MtF STU v Bratislave so sídlom v Trnave. Research papers Faculty of Materials Science and Technology Slovak University of Technology in Trnava, 27. p. 79--84.
articles in magazines2019Details
9.Model heating system in the Siemens PCS 7 process control system
Vyskoč, Michal -- Michaľčonok, German
Modelový systém teplárne v procesnom riadiacom systéme Siemens PCS 7. Diploma thesis. 2019.
final thesis2019Details
10.Proposal of the Methodology for Identification of Repetitive Sequences in Big Data
Németh, Martin -- Michaľčonok, German
Proposal of the Methodology for Identification of Repetitive Sequences in Big Data. In SILHAVY, R. Software Engineering and Algorithms in Intelligent Systems. Cham: Springer, 2019, p. 390--396. ISBN 978-3-319-91185-4.
contributions in anthologies, chapters in monographs/textbooks, abstracts2019Details
11.The comparison of machine-learning methods XGBoost and LightGBM to predict energy development
Németh, Martin -- Borkin, Dmitrii Vladimirovič -- Michaľčonok, German
The comparison of machine-learning methods XGBoost and LightGBM to predict energy development. In Computational Statistics and Mathematical Modeling Methods in Intelligent Systems. Cham: Springer, 2019, p. 208--215. ISBN 978-3-030-31361-6.
contributions in anthologies, chapters in monographs/textbooks, abstracts2019Details

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