Search Results - "Kapusta, Jozef"

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  1. 1

    Improving fake news classification using dependency grammar by Nagy, Kitti, Kapusta, Jozef

    Published in PloS one (14-09-2021)
    “…Fake news is a complex problem that leads to different approaches used to identify them. In our paper, we focus on identifying fake news using its content. The…”
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    Journal Article
  2. 2

    Large Language Models and Rule-Based Approaches in Domain-Specific Communication by Halvonik, Dominik, Kapusta, Jozef

    Published in IEEE access (2024)
    “…Currently, we are once again experiencing a frenzy related to artificial intelligence. Generative Pre-trained Transformers (GPT) models are highly effective at…”
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  3. 3

    Coreference Resolution for Improving Performance Measures of Classification Tasks by Šteflovič, Kirsten, Kapusta, Jozef

    Published in Applied sciences (01-08-2023)
    “…There are several possibilities to improve classification in natural language processing tasks. In this article, we focused on the issue of coreference…”
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  4. 4

    Improvement of Misleading and Fake News Classification for Flective Languages by Morphological Group Analysis by Kapusta, Jozef, Obonya, Juraj

    Published in Informatics (Basel) (01-03-2020)
    “…Due to the constantly evolving social media and different types of sources of information, we are facing different fake news and different types of…”
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    Journal Article
  5. 5

    TwIdw—A Novel Method for Feature Extraction from Unstructured Texts by Szabó Nagy, Kitti, Kapusta, Jozef

    Published in Applied sciences (25-05-2023)
    “…This research proposes a novel technique for fake news classification using natural language processing (NLP) methods. The proposed technique, TwIdw (Term…”
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    Journal Article
  6. 6

    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

    Published in PloS one (27-10-2021)
    “…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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    Journal Article
  7. 7

    Text Data Augmentation Techniques for Word Embeddings in Fake News Classification by Kapusta, Jozef, Drzik, David, Steflovic, Kirsten, Nagy, Kitti Szabo

    Published in IEEE access (01-01-2024)
    “…Contemporary language models heavily rely on large corpora for their training. The larger the corpus, the better a model can capture various semantic…”
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  8. 8

    Using of n-grams from morphological tags for fake news classification by Kapusta, Jozef, Drlik, Martin, Munk, Michal

    Published in PeerJ. Computer science (19-07-2021)
    “…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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  9. 9

    Data pre-processing for web log mining: Case study of commercial bank website usage analysis by Kapusta, Jozef, Pilková, Anna, Munk, Michal, Švec, Peter

    “…We use data cleaning, integration, reduction and data conversion methods in the pre-processing level of data analysis. Data processing techniques improve the…”
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  10. 10

    Micropropagation of transgenic lettuce containing HBsAg as a method of mass-scale production of standardised plant material for biofarming purposes by Pniewski, Tomasz, Czyż, Marcin, Wyrwa, Katarzyna, Bociąg, Piotr, Krajewski, Paweł, Kapusta, Józef

    Published in Plant cell reports (01-01-2017)
    “…Key message Micropropagation protocol of transgenic lettuce bearing S-, M- and L-HBsAg was developed for increased production of uniformised material for oral…”
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    Journal Article
  11. 11

    Feature extraction from unstructured texts as a combination of the morphological and the syntactic analysis and its usage in fake news classification tasks by Szabó Nagy, Kitti, Kapusta, Jozef, Munk, Michal

    Published in Neural computing & applications (01-10-2023)
    “…In this paper, a new technique of feature extraction is proposed, which is considered an essential part of natural language processing. Feature extraction is…”
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  12. 12

    Immunogenicity of parenterally delivered plant-derived small and medium surface antigens of hepatitis B virus by Fedorowicz-Strońska, Olga, Kapusta, Józef, Czyż, Marcin, Kaczmarek, Małgorzata, Pniewski, Tomasz

    Published in Plant cell reports (01-05-2016)
    “…Key message Intramuscularly delivered plant-derived M-HBsAg was compared to S-HBsAg, and as a result elicited specific anti-preS2 antibodies and significantly…”
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  13. 13

    Improve estimated time-on-task calculation in a Virtual Learning Environment by Halvoník, Dominik, Kapusta, Jozef, Munk, Michal

    Published in Interactive learning environments (04-07-2023)
    “…The main aim of this paper is to present results of an experimental test focused on the validity and effectiveness of composed methodology aimed at increasing…”
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  14. 14
  15. 15

    Analysis of Edit Operations for Post-editing Systems by Kapusta, Jozef, Benko, Ľubomír, Munkova, Dasa, Munk, Michal

    “…Post-editing has become an important part not only of translation research but also in the global translation industry. While computer-aided translation tools,…”
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  16. 16

    Plant expression, lyophilisation and storage of HBV medium and large surface antigens for a prototype oral vaccine formulation by Pniewski, Tomasz, Kapusta, Józef, Bociąg, Piotr, Kostrzak, Anna, Fedorowicz-Strońska, Olga, Czyż, Marcin, Gdula, Michał, Krajewski, Paweł, Wolko, Bogdan, Płucienniczak, Andrzej

    Published in Plant cell reports (01-03-2012)
    “…Current immunisation programmes against hepatitis B virus (HBV) increasingly often involve novel tri-component vaccines containing—together with the small…”
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  17. 17

    Pillar 3: Does banking regulation support stakeholders’ interest in banks financial and risk profile? by Anna Pilková, Michal Munk, Ľubomír Benko, Petra Blažeková, Jozef Kapusta

    Published in PloS one (01-01-2021)
    “…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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    Journal Article
  18. 18

    Nanogram Doses of Alum-Adjuvanted HBs Antigen Induce Humoral Immune Response in Mice When Orally Administered by Kapusta, Józef, Pniewski, Tomasz, Wojciechowicz, Jacek, Bociąg, Piotr, Płucienniczak, Andrzej

    “…Mucosal immunity elicited by plant-based and other orally administered vaccines can serve as the first line of defense against most pathogens infecting through…”
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  19. 19

    Agrobacterium-mediated transformation of yellow lupin to generate callus tissue producing HBV surface antigen in a long-term culture by Pniewski, Tomasz, Kapusta, Józef, Płucienniczak, Andrzej

    Published in Journal of applied genetics (01-01-2006)
    “…The idea of an oral vaccine administered as a portion of plant tissue requires a high level of antigen production. An improved protocol for the induction of…”
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  20. 20

    Organogenesis and long-term micropropagatlon of Polish pea cultivars by Pniewski, Tomasz, Wachowiak, Joanna, Kapusta, Józef, Legocki, Andrzej B

    Published in Acta Societatis Botanicorum Poloniae (01-01-2011)
    “…The complete protocol for regeneration and long-term micropropagation of several Polish cultivars of pea (Pisum sativum L.) has been elaborated. The shoots…”
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