Search Results - "Munk, Michal"

Fake consumer review detection using deep neural networks integrating word embeddings and emotion mining by Hajek, Petr, Barushka, Aliaksandr, Munk, Michal

“…Fake consumer review detection has attracted much interest in recent years owing to the increasing number of Internet purchases. Existing approaches to detect…”
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Communication models in a foreign language in relation to cognitive style category width and power distance by Munkova, Dasa, Stranovska, Eva, Munk, Michal

“…Understanding how category width of cognitive style and power distance impact language use in cultures is crucial for improving cross-cultural communication…”
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Evaluating automatic sentence alignment approaches on English-Slovak sentences by Forgac, Frantisek, Munkova, Dasa, Munk, Michal, Kelebercova, Livia

“…Parallel texts represent a very valuable resource in many applications of natural language processing. The fundamental step in creating parallel corpus is the…”
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The use of residual analysis to improve the error rate accuracy of machine translation by Benko, Ľubomír, Munkova, Dasa, Munk, Michal, Benkova, Lucia, Hajek, Petr

“…The aim of the study is to compare two different approaches to machine translation—statistical and neural—using automatic MT metrics of error rate and…”
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A Systematic Review of Recent Literature on Data Governance (2017-2023) by Bliznak, Karol, Munk, Michal, Pilkova, Anna

“…In today's rapidly changing environment, organizations are fighting a decisive battle for the most effective use of data. Owing to technological innovation,…”
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Understanding Time-Based Trends in Stakeholders' Choice of Learning Activity Type Using Predictive Models by Drlik, Martin, Munk, Michal

“…The learning analytics communities, as well as most learning analytics research, have not frequently focused on time-based trends in the same virtual learning…”
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Product and Process Analysis of Machine Translation into the Inflectional Language by Munkova, Dasa, Munk, Michal, Welnitzova, Katarina, Jakabovicova, Johanna

“…This study focuses on the influence of quality of Machine Translation (MT) output on a translator’s performance. We analyze the translator’s effort by product…”
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A Systematic Review of Blockchain Applications by Sunny, Farhana Akter, Hajek, Petr, Munk, Michal, Abedin, Mohammad Zoynul, Satu, Md. Shahriare, Efat, Md. Iftekharul Alam, Islam, Md. Jahidul

“…For this study, the researchers conducted a systematic literature review to answer complex questions about the field of blockchain technology. We used an…”
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Pillar 3: Does banking regulation support stakeholders' interest in banks financial and risk profile? by Pilková, Anna, Munk, Michal, Benko, Ľubomír, Blažeková, Petra, Kapusta, Jozef

“…The paper examines the interest of the commercial banks' stakeholders in Pillar 3 disclosures and their behaviour during the timing of serious market…”
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Using of n-grams from morphological tags for fake news classification by Kapusta, Jozef, Drlik, Martin, Munk, Michal

“…Research of the techniques for effective fake news detection has become very needed and attractive. These techniques have a background in many research…”
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Identification of Changes in VLE Stakeholders' Behavior Over Time Using Frequent Patterns Mining by Drlik, Martin, Munk, Michal, Skalka, Jan

“…Many contemporary studies realized in the Learning Analytics research field provide substantial insights into the virtual learning environment stakeholders'…”
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Using Entropy in Web Usage Data Preprocessing by Munk, Michal, Benko, Lubomir

“…The paper is focused on an examination of the use of entropy in the field of web usage mining. Entropy creates an alternative possibility of determining the…”
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EMOTIONAL INTELLIGENCE PROFILES AND INTERGENERATIONAL COLLABORATION IN BUSINESS by Fedorova, Yuliia, Pilková, Anna, Mikuš, Juraj, Munk, Michal, Rehák, Ján

“…Emotional Intelligence (EI) fosters positive synergies for an intergenerational match in business. The main goal of this contribution is to investigate the…”
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Comparison of various approaches to tagging for the inflectional Slovak language by Benko, Lubomír, Munkova, Dasa, Pappová, Mária, Munk, Michal

“…Morphological tagging provides essential insights into grammar, structure, and the mutual relationships of words within the sentence. Tagging text in a highly…”
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Automatic bird species recognition based on birds vocalization by Stastny, Jiri, Munk, Michal, Juranek, Lubos

“…This paper deals with a project of Automatic Bird Species Recognition Based on Bird Vocalization. Eighteen bird species of 6 different families were analyzed…”
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Evaluation of English–Slovak Neural and Statistical Machine Translation by Benkova, Lucia, Munkova, Dasa, Benko, Ľubomír, Munk, Michal

“…This study is focused on the comparison of phrase-based statistical machine translation (SMT) systems and neural machine translation (NMT) systems using…”
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Could You Understand Me? The Relationship among Method Complexity, Preprocessing Complexity, Interpretability, and Accuracy by Kelebercová, Lívia, Munk, Michal, Forgáč, František

“…The need to train experts who will be able to apply machine learning methods for knowledge discovery is increasing. Building an effective machine learning…”
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Comparison of essential indicators related to the personal income tax burden in the EU countries by Ferenczi Vanova, Alexandra, Krajčírová, Renáta, Munk, Michal, Ecková, Andrea, Bojňanský, Jozef

“…Agriculture performs productive functions and is an essential provider of job opportunities. The labour force is one of the important factors affecting…”
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MT Evaluation in the Context of Language Complexity by Munkova, Dasa, Munk, Michal, Ľubomír Benko, Stastny, Jiri

“…The paper focuses on investigating the impact of artificial agent (machine translator) on human agent (posteditor) using a proposed methodology, which is based…”
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Quantitative and Qualitative Evaluation of Sequence Patterns Found by Application of Different Educational Data Preprocessing Techniques by Munk, Michal, Drlik, Martin, Benko, L'ubomir, Reichel, Jaroslav

“…Educational data preprocessing from log files represents a time-consuming phase of the knowledge discovery process. It consists of data cleaning, user…”
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