Publications

• 2024

  JANKOVÁ, Z. Natural language processing (NLP) in Business. Bucharest, Romania: National University of Science and Technology Politehnica Bucharest, 2024. p. 1-11.
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  JANKOVÁ, Z. Řízení rizik v podniku. Brno, Česká republika: Akademické nakladatelství CERM, 2024. p. 1-198. ISBN: 978-80-214-6291-5.
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  JANKOVÁ, Z. Implications of digital economy for financial markets. Vienna, Austria: FHWien der WKW, 2024. p. 1-16.
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  JANKOVÁ, Z.; PÁLEŠ, M.; POTRYKUS, M.; BUICS, L. Detection of Fake News Using a Machine Learning Approach. TRENDY EKONOMIKY A MANAGEMENTU, 2024, vol. 42, no. 18, p. 81-94. ISSN: 1802-8527.
  Detail | WWW

• 2023

  JANKOVÁ, Z. AI and ML in Risk Management. Gyor, Mďarsko: 2023. p. 1-25.
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  JANKOVÁ, Z. Latent Dirichlet Allocation (LDA) Approximation Analysis of Financial-Related Text Messages. Economic Computation and Economic Cybernetics Studies and Research, 2023, vol. 57, no. 1, p. 267-282. ISSN: 0424-267X.
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  JANKOVÁ, Z. Hybrid wavelet adaptive neuro-fuzzy tool supporting competitiveness and efficiency of predicting the stock markets of the Visegrad Four countries. Journal of Competitiveness, 2023, vol. 15, no. 1, p. 56-72. ISSN: 1804-171X.
  Detail | WWW | Full text in the Digital Library

  JANKOVÁ, Z. Critical review of text mining and sentiment analysis for stock market prediction. Journal of Business Economics and Management, 2023, vol. 24, no. 1, p. 1-22. ISSN: 2029-4433.
  Detail | WWW | Full text in the Digital Library

  JANKOVÁ, Z. Machine Learning in Marketing. Leiden, Netherlands: University of Applied Sciences Leiden, 2023. p. 1-30.
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  DOSTÁL, P.; JANKOVÁ, Z. Operační a systémová analýza: Pokročilé metody, 2. aktualizované vydání. Brno: Akademické nakladatelství CERM, 2023. 101 p. ISBN: 978-80-7623-107-8.
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  JANKOVÁ, Z.; DOSTÁL, P.; JANA, D.; BHATTACHARJEE, S.; BARNALI, B.; DEY, P.; ROY, S. Optimization of Palm Oil Mill Effluent (POME) Solubilization Using Linguistic Fuzzy Logic and Machine Learning Techniques. In Springer Proceedings in Mathematics & Statistics. 413. Singapore: Springer, 2023. p. 225-242. ISBN: 978-981-19-8193-7.
  Detail | WWW

• 2022

  JANKOVÁ, Z. Expert system to reduce stock market prediction uncertainty. Haldia, West Bengal, India: Haldia Institut of Technology, 2022. p. 1-20.
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  JANA, D.; BHATTACHARJEE, S.; DOSTÁL, P.; JANKOVÁ, Z.; BARNALI, B. Bi-criteria optimization of cleaner biofuel supply chain model by novel fuzzy goal programming technique. Cleaner Logistics and Supply Chain, 2022, vol. 4, no. 2022, p. 1-12. ISSN: 2772-3909.
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  JANKOVÁ, Z.; DOSTÁL, P. Evaluation Of The Degree Of Uncertainty In The Type-2 Fuzzy Logic System For Forecasting Stock Index. Romanian Journal of Economic Forecasting, 2022, vol. 25, no. 4, p. 41-57. ISSN: 2537-6071.
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• 2021

  JANKOVÁ, Z. Use type-2 fuzzy logic to reduce stock market prediction uncertainty. West Bengal, India: Haldia Institute of Technology, 2021. p. 1-22.
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  JANKOVÁ, Z.; DOSTÁL, P. Type-2 Fuzzy Expert System Approach for Decision-Making of Financial Assets and Investing under Different Uncertainty. MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, vol. 2021, no. 1, p. 1-16. ISSN: 1024-123X.
  Detail | WWW | Full text in the Digital Library

  JANKOVÁ, Z. Expertní systém pro rozhodování na akciových trzích s využitím sentimentu investorů. Brno: VUTIUM, 2021. p. 1-39.
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  JANKOVÁ, Z. Expertní systém pro rozhodování na akciových trzích s využitím sentimentu investorů. Vysoké učení technické v Brně. Fakulta podnikatelská. Ústav informatiky.: 2021. p. 1-237.
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  JANKOVÁ, Z.; JANA, D.; DOSTÁL, P. Investment Decision Support Based on Interval Type-2 Fuzzy Expert System. Engineering Economics, 2021, vol. 32, no. 2, p. 118-129. ISSN: 1392-2785.
  Detail | WWW | Full text in the Digital Library

  JANKOVÁ, Z. A Bibliometric Analysis of Artificial Intelligence Technique in Financial Market. Scientific Papers of the University of Pardubice, Series D, 2021, vol. 29, no. 3, p. 1-10. ISSN: 1804-8048.
  Detail | WWW | Full text in the Digital Library

  JANKOVÁ, Z.; DOSTÁL, P. Hybrid approach Wavelet seasonal autoregressive integrated moving averagemodel (WSARIMA) for modeling time series. In AIP Conference Proceedings. 2333. AIP Publishing, 2021. p. 090001-1 (090001-10 p.)ISBN: 978-0-7354-4077-7.
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  JANKOVÁ, Z.; DOSKOČIL, R. Evaluation the Performance of Exchange Traded Funds (ETFs) Listed on the International Stock Markets. Ecoforum, 2021, vol. 10, no. 1, p. 1-8. ISSN: 2344-2174.
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  DOSTÁL, P.; JANKOVÁ, Z. Řízení kybernetických rizik. In Právní, kriminalistické a kybernetické aspekty kybernetické kriminality a bezpečnosti: Pocta Vladimíru Smejkalovi. Brno: Akademické nakladatelství CERM, 2021. p. 367-371. ISBN: 978-80-7623-065-1.
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• 2020

  DOSTÁL, P.; JANKOVÁ, Z. COVID-19 Threats Evaluation of Countries via Fuzzy Interface Systems. In 35th IBIMA Conference proceedings. Seville, Spain: IBIMA, 2020. p. 2340-2351. ISBN: 978-0-9998551-4-0.
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  JANKOVÁ, Z. Effects of epidemic disease COVID-19 on sectors performance of stock markets. Workshop specifického výzkumu 2020. Brno, Česká republika: Vysoké učení technické v Brně, Fakulta podnikatelská, 2020. p. 94-101. ISBN: 978-80-214-5933-5.
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  JANKOVÁ, Z. Artificial Intelligence Model as a Decision Support for Investing in Financial Products. Aktuárska veda v teórii a v praxi 2020. Brno, Česká republika: H. R. G. spol. s.r.o., 2020. p. 33-39. ISBN: 978-80-88320-36-4.
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  JANKOVÁ, Z. Literature Review of Fundamental and Technical Indicators Prediction of Financial Market Using Artificial Intelligence Technique. In Conference Proceedings DOKBAT 16th Annual International Bata Conference for Ph.D. Students and Young Researchers. 16. Zlin, Czech Republic: Tomas Bata University of Zlin, 2020. p. 242-254. ISBN: 9788074549359.
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  JANKOVÁ, Z.; DOSTÁL, P. Prediction of European Stock Indexes Using Neuro-fuzzy Technique. TRENDY EKONOMIKY A MANAGEMENTU, 2020, vol. 35, no. 1, p. 45-57. ISSN: 1802-8527.
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  DOSTÁL, P.; JANKOVÁ, Z.; ŠEBESTOVÁ, M.; MACHŮ, E. Operační a systémová analýza: Pokročilé metody. Brno: Akademické nakladatelství CERM, 2020. 100 p. ISBN: 978-80-7623-030-9.
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  JANKOVÁ, Z. Sentiment on the Stock Markets: Evidence from the Wavelet Coherence Analysis. Scientific Papers of the University of Pardubice, Series D, 2020, vol. 28, no. 3, p. 1-10. ISSN: 1804-8048.
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  DOSTÁL, P.; JANKOVÁ, Z. Taipei, metropole Taiwanu. Země a cesty, 2020, vol. 147, no. 2, p. 4-8. ISSN: 1214-083X.
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  JANKOVÁ, Z.; DOSTÁL, P. Expertní systém type-2 fuzzy logika pro investiční analýzu. Scientific Papers of the University of Pardubice, Series D, 2020, vol. 47, no. 27, p. 79-90. ISSN: 1804-8048.
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  JANKOVÁ, Z.; KADEROVÁ, A. Application of artificial intelligence model in financial markets. Ekonomika a informatika, 2020, vol. 18, no. 2, p. 67-74. ISSN: 1336-3514.
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  JANKOVÁ, Z.; DOSKOČIL, R. Impacts of Federal Reserve System (FED) Economic Reports on US Financial Market Using Text Mining. Proceedings of the 14th International Scientific Conference INPROFORUMBusiness Cycles –more than Economic Phenomena. 14. České Budějovice, Czech republic: University of South Bohemia in České Budějovice, Faculty of Economics, 2020. p. 39-46. ISBN: 978-80-7394-824-5.
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• 2019

  JANKOVÁ, Z.; DOSTÁL, P. Utilization of Artificial Intelligence for Sensitivity Analysis in the Stock Market. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, 2019, vol. 67, no. 5, p. 1269-1283. ISSN: 1211-8516.
  Detail | WWW

  JANKOVÁ, Z. Applications of Fuzzy Mathematical Programming to Investment Decisions. Scientia Iuventa 2019. Book of abstracts from international conference of doctoral students. Banská Bystrica, Slovakia: OZ Ekonómia, 2019. p. 19 ( p.)ISBN: 978-80-89382-02-6.
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  JANKOVÁ, Z.; DOSTÁL, P. Decision-Making Process Using Neuro-Fuzzy Model for Capital Market. In Perspectives of Business and Entrepreneurship Development in Digital Transformation of Corporate Business. Brno, Czech Republic: Faculty of Business and Management, Brno University of Technology, 2019. p. 175-182. ISBN: 978-80-214-5756-0.
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  JANKOVÁ, Z. Wavelet Decomposition Analysis of Stock Market Movements. Brno, Czech Republic: Vysoké učení technické v Brně, 2019. p. 125-133.
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  JANKOVÁ, Z. Wavelet Analysis for Stock Market Forcasting. Interdisciplinární mezinárodní vědecká konference doktorandů a odborných asistentů QUAERE 2019. Hradec Králové, Czech Republic: Magnanimitas, 2019. p. 149-153. ISBN: 978-80-87952-30-6.
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  DOSTÁL, P.; JANKOVÁ, Z. Fuzzy Goal Programming Approach to Decision Making: Case of Moldova Stock Exchange. Teoria şi practica administrării publice. Moldova: Academia de Administrare Publica, 2019. p. 520-526. ISBN: 978-9975-3240-4-5.
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  JANKOVÁ, Z.; DOSTÁL, P. Analysis of Financial Market Using Soft Computing Techniques. In Proceedings of the 16th International Scientific Conference. 1. Brno: Masaryk University, 2019. p. 201-209. ISBN: 978-80-210-9338-6.
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  JANKOVÁ, Z. Application of Artificial Neural Networks and Fuzzy Logic in Stock Trading. In Proceedings of the 33rd International Business Information Management Association Conference (IBIMA). Granada, Spain: IBIMA, 2019. p. 2610-2619. ISBN: 978-0-9998551-2-6.
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  JANKOVÁ, Z. Stock Price Prediction Problem Using Artificial Intelligence. In Knowledge on Economics and Management:Profit or Purpose. Olomouc, Czech Republic: Palacký University Olomouc, 2019. p. 56-62. ISBN: 978-80-244-5543-3.
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  JANKOVÁ, Z. Adaptive Neuro-Fuzzy Inference System (ANFIS) for Forecasting: The Case of the Czech Stock Market. In Conference Proceedings DOKBAT 15th Annual International Bata Conference for Ph.D. Students and Young Researchers. 15. Zlin, Czech Republic: Tomas Bata University of Zlin, 2019. p. 457-465. ISBN: 978-80-7454-893-2.
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  JANKOVÁ, Z. Comparison of Portfolios Using Markowitz and Downside Risk Theories on the Czech Stock Market. In Proceedings of the 7th International Conference: Innovation Management,Entrepreneurship and Sustainability. Prague, Czech Republic: Oeconomica, 2019. p. 291-303. ISBN: 978-80-245-2316-3.
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  JANKOVÁ, Z. Identifikace optimálního portfolia na českém akciovém trhu. In MEZINÁRODNÍ MASARYKOVA KONFERENCE PRO DOKTORANDY A MLADÉ VĚDECKÉ PRACOVNÍKY. Hradec Králové: MAGNANIMITAS, 2019. p. 356-361. ISBN: 978-80-87952-27-6.
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• 2018

  JANKOVÁ, Z.; MAZÁNEK, L. Quantitative Research of Management Styles Applied By Leaders in Industrial Companies. In Proceedings of the 32nd International Business Information Management Association Conference (IBIMA). Seville, Italy: IBIMA, 2018. p. 5305-5317. ISBN: 978-0-9998551-1-9.
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  MAZÁNEK, L.; SVOBODOVÁ, K.; SOUČKOVÁ, M.; JANKOVÁ, Z.; MEGOVÁ, S. Women in the Leadership Position and Their Relevant Competencies: Results of Exploratory Quantitaive Research Study. Journal of Strategic and International Studies, 2018, vol. Volume 8, no. 4, p. 48-54. ISSN: 2326-3636.
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  JANKOVÁ, Z. Využití fuzzy logiky při optimalizaci investičního portfolia. In Workshop specifického výzkumu 2018. Brno: Vysoké učení technické v Brně, Fakulta podnikatelská, 2018. p. 101-109. ISBN: 978-80-214-5705-8.
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  JANKOVÁ, Z. Hedonická cena: vliv stavebních determinantů na prodejní cenu bytů v Brně. In Sborník příspěvků konference Junior Forensic Science Brno 2018. Brno: Vysoké učení technické v Brně, Ústav soudního inženýrství, Purkyňova 464/118, 612 00 Brno, 2018. p. 105-109. ISBN: 978-80-214-5621-1.
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  JANKOVÁ, Z. Výkonnost burzovně obchodovaných fondů investujících do REIT. In Interdisciplinární mezinárodní vědecká konference doktorandů a odborných asistentů QUAERE 2018. Hradec Králové: MAGNANIMITAS, 2018. p. 396-403. ISBN: 978-80-87952-26-9.
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  JANKOVÁ, Z. Drawbacks and Limitations of Black-Scholes Model for Options Pricing. Journal of Financial Studies & Research, 2018, vol. 2018, no. 1, p. 1-7. ISSN: 2166-000X.
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  JANKOVÁ, Z. Black-Scholes Model Differential Equation and its Modifications for Valuation of Financial Derivatives. In Inovation Management and Education Excellence through Vision 2020. Milano, Italy: IBIMA, 2018. p. 801-811. ISBN: 978-0-9998551-0-2.
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