Michal Munk

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 41

Top Topics

Data Preprocessing

Teacher Training

Top Venues

PeerJ Comput. Sci.

Publications

Lubomír Benko, Dasa Munková, Mária Pappová, Michal Munk
Comparison of various approaches to tagging for the inflectional Slovak language. PeerJ Comput. Sci. 10 (2024)
Petr Hájek, Michal Munk
Corporate financial distress prediction using the risk-related information content of annual reports. Inf. Process. Manag. 61 (5) (2024)
Lubomír Benko, Dasa Munková, Michal Munk
Relationship Between Linguistic Complexity and MT Errors in the Context of Inflectional Languages. ACIIDS (Companion) (2023)
Kitti Szabó Nagy, Jozef Kapusta, Michal Munk
Feature extraction from unstructured texts as a combination of the morphological and the syntactic analysis and its usage in fake news classification tasks. Neural Comput. Appl. 35 (29) (2023)
Petr Hájek, Michal Munk
Speech emotion recognition and text sentiment analysis for financial distress prediction. Neural Comput. Appl. 35 (29) (2023)
Dominik Halvoník, Jozef Kapusta, Michal Munk
Improve estimated time-on-task calculation in a Virtual Learning Environment. Interact. Learn. Environ. 31 (5) (2023)
Farhana Akter Sunny, Petr Hájek, Michal Munk, Mohammad Zoynul Abedin, Md. Shahriare Satu, Md. Iftekharul Alam Efat, Md. Jahidul Islam
A Systematic Review of Blockchain Applications. IEEE Access 10 (2022)
Lubomír Benko, Lucia Benkova, Dasa Munková, Michal Munk, Danylo Shulzenko
Error Classification Using Automatic Measures Based on n-grams and Edit Distance. ARTIIS (1) (2022)
Lívia Kelebercová, Michal Munk
Search queries related to COVID-19 based on keyword extraction. KES (2022)
Michal Munk, Anna Pilkova, Lubomír Benko, Petra Blazekova, Peter Svec
Web usage analysis of Pillar 3 disclosed information by deposit customers in turbulent times. Expert Syst. Appl. 185 (2021)
Jozef Kapusta, Martin Drlík, Michal Munk
Using of n-grams from morphological tags for fake news classification. PeerJ Comput. Sci. 7 (2021)
Martin Drlík, Michal Munk, Ján Skalka
Identification of Changes in VLE Stakeholders' Behavior Over Time Using Frequent Patterns Mining. IEEE Access 9 (2021)
Dasa Munková, Michal Munk, Lubomír Benko, Petr Hájek
The role of automated evaluation techniques in online professional translator training. PeerJ Comput. Sci. 7 (2021)
Petr Hájek, Aliaksandr Barushka, Michal Munk
Neural Networks with Emotion Associations, Topic Modeling and Supervised Term Weighting for Sentiment Analysis. Int. J. Neural Syst. 31 (10) (2021)
Dasa Munková, Michal Munk, Lubomír Benko, Jiri Stastny
MT Evaluation in the Context of Language Complexity. Complex. 2021 (2021)
Jozef Kapusta, Lubomír Benko, Dasa Munková, Michal Munk
Analysis of Edit Operations for Post-editing Systems. Int. J. Comput. Intell. Syst. 14 (1) (2021)
Petr Hájek, Aliaksandr Barushka, Michal Munk
Opinion Mining of Consumer Reviews Using Deep Neural Networks with Word-Sentiment Associations. AIAI (1) (2020)
Petr Hájek, Aliaksandr Barushka, Michal Munk
Fake consumer review detection using deep neural networks integrating word embeddings and emotion mining. Neural Comput. Appl. 32 (23) (2020)
Ján Záhorec, Alena Hasková, Michal Munk
Integration of Digital Technology Applications into the Pre-gradual Teacher Training. ICL (2) (2019)
Jozef Kapusta, Michal Munk, Dominik Halvoník, Martin Drlík
User Identification in the Process of Web Usage Data Preprocessing. iJET 14 (9) (2019)
Martin Drlík, Michal Munk
Understanding Time-Based Trends in Stakeholders' Choice of Learning Activity Type Using Predictive Models. IEEE Access 7 (2019)
Michal Munk, Lubomír Benko
Using Entropy in Web Usage Data Preprocessing. Entropy 20 (1) (2018)
Ján Záhorec, Alena Hasková, Michal Munk
First Results of a Research Focused on Teachers' Didactic Technological Competences Development. ICL (2) (2018)
Jozef Kapusta, Michal Munk, Martin Drlík
Website Structure Improvement Based on the Combination of Selected Web Structure and Web Usage Mining Methods. Int. J. Inf. Technol. Decis. Mak. 17 (6) (2018)
Michal Munk, Dasa Munková
Detecting errors in machine translation using residuals and metrics of automatic evaluation. J. Intell. Fuzzy Syst. 34 (5) (2018)
Jozef Kapusta, Michal Munk, Peter Svec
Selection of Suitable PageRank Calculation for Analysis of Differences Between Expected and Observed Probability of Accesses to Web Pages. MIWAI (2018)
Jiri Stastny, Michal Munk, Lubos Juranek
Automatic bird species recognition based on birds vocalization. EURASIP J. Audio Speech Music. Process. 2018 (2018)
Ján Záhorec, Alena Hasková, Michal Munk
Particular Results of a Research Aimed at Curricula Design of Teacher Training in the Area of Didactic Technological Competences. Int. J. Eng. Pedagog. 8 (4) (2018)
Dasa Munková, Michal Munk, Lubomír Benko, Jakub Absolon
From Old Fashioned "One Size Fits All" to Tailor Made Online Training. ICL (1) (2018)
Michal Munk, Dasa Munková, Lubomír Benko
Towards the use of entropy as a measure for the reliability of automatic MT evaluation metrics. J. Intell. Fuzzy Syst. 34 (5) (2018)
Ján Záhorec, Alena Hasková, Michal Munk
Curricula Design of Teacher Training in the Area of Didactic Technological Competences. ICL (2) (2017)
Martin Drlík, Peter Svec, Jozef Kapusta, Michal Munk, Tatiana Noskova, Tatiana Pavlova, Olga Yakovleva, Nataliia Morze, Eugenia Smyrnova-Trybulska
Identification of differences in university e-environment between selected EU and non-EU countries using knowledge mining methods: project IRNet case study. Int. J. Web Based Communities 13 (2) (2017)
Michal Munk, Martin Drlík, Lubomír Benko, Jaroslav Reichel
Quantitative and Qualitative Evaluation of Sequence Patterns Found by Application of Different Educational Data Preprocessing Techniques. IEEE Access 5 (2017)
Michal Munk, Dasa Munková, Lubomír Benko
Identification of Relevant and Redundant Automatic Metrics for MT Evaluation. MIWAI (2016)
Stefan Koprda, Martin Magdin, Michal Munk
Implementation of Microcontroller Arduino in Irrigation System. ICIC (1) (2016)
Jozef Kapusta, Michal Munk, Martin Drlík
Identification of Underestimated and Overestimated Web Pages Using PageRank and Web Usage Mining Methods. Trans. Comput. Collect. Intell. 18 (2015)
Anna Pilkova, Michal Munk, Peter Svec, Michal Medo
Assessment of the Pillar 3 Financial and Risk Information Disclosures Usefulness to the Commercial Banks Users. ICIC (3) (2015)
Dasa Munková, Eva Stranovská, Michal Munk
Language Processing and Human Cognition. ICIC (3) (2015)
Jozef Kapusta, Michal Munk, Martin Drlík
Experimental Verification of the Dependence Between the Expected and Observed Visit Rate of Web Pages. ICIC (3) (2015)
Ján Záhorec, Alena Hasková, Michal Munk
Informatics as a part of study programmes in economy and management. ICL (2015)
Dasa Munková, Michal Munk
Automatic Evaluation of Machine Translation Through the Residual Analysis. ICIC (3) (2015)
Ján Záhorec, Alena Hasková, Michal Munk
Assessment of Selected Aspects of Teaching Programming in SK and CZ. Informatics Educ. 13 (1) (2014)
Jozef Kapusta, Michal Munk, Martin Drlík
Analysis of Differences between Expected and Observed Probability of Accesses to Web Pages. ICCCI (2014)
Jozef Kapusta, Michal Munk, Peter Svec, Anna Pilkova
Determining the Time Window Threshold to Identify User Sessions of Stakeholders of a Commercial Bank Portal. ICCS (2014)
Michal Munk, Anna Pilkova, Jozef Kapusta, Peter Svec, Martin Drlík
Pillar 3 and Modelling of Stakeholders' Behaviour at the Commercial Bank Website during the Recent Financial Crisis. ICCS (2013)
Dasa Munková, Michal Munk, L'udmila Adamová
Modelling of Language Processing Dependence on Morphological Features. ICT Innovations (2013)
Dasa Munková, Michal Munk, Martin Vozár
Data Pre-Processing Evaluation for Text Mining: Transaction/Sequence Model. ICCS (2013)
Dasa Munková, Michal Munk, Zuzana Fraterova
Identifying Social and Expressive Factors in Request Texts Using Transaction/Sequence Model. RANLP (2013)
Dasa Munková, Michal Munk, Martin Vozár
Influence of Stop-Words Removal on Sequence Patterns Identification within Comparable Corpora. ICT Innovations (2013)
Dasa Munková, Michal Munk, Zuzana Fraterova, Beáta Duracková
Analysis of Social and Expressive Factors of Requests by Methods of Text Mining. PACLIC (2012)
Ján Záhorec, Alena Hasková, Michal Munk
Results of a Research Evaluating Quality of Computer Science Education. Informatics Educ. 11 (2) (2012)
Michal Munk, Martin Drlík
Influence of Different Session Timeouts Thresholds on Results of Sequence Rule Analysis in Educational Data Mining. DICTAP (1) (2011)
Michal Munk, Martin Drlík
Impact of Different Pre-Processing Tasks on Effective Identification of Users' Behavioral Patterns in Web-based Educational System. ICCS (2011)
Michal Munk, Martin Drlík, Marta Vrábelová
Probability Modelling of Accesses to the Course Activities in the Web-Based Educational System. ICCSA (5) (2011)
Martin Drlík, Michal Munk, Ján Skalka
Usage analysis of system for theses acquisition and plagiarism detection. WCIT (2011)
Michal Munk, Marta Vrábelová, Jozef Kapusta
Probability modeling of accesses to the web parts of portal. WCIT (2011)
Ján Záhorec, Alena Hasková, Michal Munk
Impact of electronic teaching materials on process of education - Results of an experiment. Informatics Educ. 9 (2) (2010)
Michal Munk, Jozef Kapusta, Peter Svec
Data preprocessing evaluation for web log mining: reconstruction of activities of a web visitor. ICCS (1) (2010)
Jozef Kapusta, Michal Munk, Milan Turcáni
Experimental Comparison of Adaptive Links Annotation Technique with Adaptive Direct Guidance Technique. WEBIST (2009)