Search Results - "Kapusta, Jozef"
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Improving fake news classification using dependency grammar
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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2
Large Language Models and Rule-Based Approaches in Domain-Specific Communication
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
Coreference Resolution for Improving Performance Measures of Classification Tasks
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
Improvement of Misleading and Fake News Classification for Flective Languages by Morphological Group Analysis
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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5
TwIdw—A Novel Method for Feature Extraction from Unstructured Texts
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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Pillar 3: Does banking regulation support stakeholders' interest in banks financial and risk profile?
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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7
Text Data Augmentation Techniques for Word Embeddings in Fake News Classification
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
Using of n-grams from morphological tags for fake news classification
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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Data pre-processing for web log mining: Case study of commercial bank website usage analysis
Published in Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis (2013)“…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
Micropropagation of transgenic lettuce containing HBsAg as a method of mass-scale production of standardised plant material for biofarming purposes
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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11
Feature extraction from unstructured texts as a combination of the morphological and the syntactic analysis and its usage in fake news classification tasks
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
Immunogenicity of parenterally delivered plant-derived small and medium surface antigens of hepatitis B virus
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
Improve estimated time-on-task calculation in a Virtual Learning Environment
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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Low-dose oral immunization with lyophilized tissue of herbicide-resistant lettuce expressing hepatitis B surface antigen for prototype plant-derived vaccine tablet formulation
Published in Journal of applied genetics (01-05-2011)“…Efficient immunization against hepatitis B virus (HBV) and other pathogens with plant-based oral vaccines requires appropriate plant expressors and the…”
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15
Analysis of Edit Operations for Post-editing Systems
Published in International journal of computational intelligence systems (01-12-2021)“…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
Plant expression, lyophilisation and storage of HBV medium and large surface antigens for a prototype oral vaccine formulation
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
Pillar 3: Does banking regulation support stakeholders’ interest in banks financial and risk profile?
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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18
Nanogram Doses of Alum-Adjuvanted HBs Antigen Induce Humoral Immune Response in Mice When Orally Administered
Published in Archivum Immunologiae et Therapiae Experimentalis (01-04-2010)“…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
Agrobacterium-mediated transformation of yellow lupin to generate callus tissue producing HBV surface antigen in a long-term culture
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
Organogenesis and long-term micropropagatlon of Polish pea cultivars
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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