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Ing. et Ing.
Ph.D.
FBM, ÚI – Assistant professor
+420 54114 3719Zuzana.Jankova@vutbr.cz
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2026
JANKOVÁ, Z.; JANA, D.; PÁLEŠ, M.; FLEACA, E.; DOSTÁL, P. Exploring the Nexus Between Sustainability Index and Central European Stock Markets Competitiveness: Evidence Through Time–Frequency Analysis and SHAP. Journal of forecasting, 2026, iss. 2026, p. 1-25.
WoS Article
2025
JANKOVÁ, Z.; KAVELASHVILI, N.; ESCHENBACH, S. Measuring Investor Sentiment in Financial Discourse: How Different Approaches Shape Market Signals. Economic Computation and Economic Cybernetics Studies and Research, 2025, vol. 59, iss. 4, p. 79-97.
2024
JANKOVÁ, Z.; PÁLEŠ, M.; POTRYKUS, M.; BUICS, L. Detection of Fake News Using a Machine Learning Approach. Trendy ekonomiky a managementu, 2024, vol. 42, iss. 18, p. 81-94. ISSN: 1802-8527.
Peer-reviewed article not indexed in WoS or Scopus
2023
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.
Paper in proceedings (conference paper)
DOSTÁL, P.; JANKOVÁ, Z. Operační a systémová analýza: Pokročilé metody, 2. aktualizované vydání. Brno: Akademické nakladatelství CERM, 2023. 101 s. ISBN: 978-80-7623-107-8.
Book
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, iss. 1, p. 56-72. ISSN: 1804-171X.
JANKOVÁ, Z. Latent Dirichlet Allocation (LDA) Approximation Analysis of Financial-Related Text Messages. Economic Computation and Economic Cybernetics Studies and Research, 2023, vol. 57, iss. 1, p. 267-282. ISSN: 0424-267X.
JANKOVÁ, Z. Critical review of text mining and sentiment analysis for stock market prediction. Journal of Business Economics and Management, 2023, vol. 24, iss. 1, p. 1-22. ISSN: 2029-4433.
2022
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, iss. 2022, p. 1-12. ISSN: 2772-3909.
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, iss. 4, p. 41-57. ISSN: 2537-6071.
2021
JANKOVÁ, Z.; DOSKOČIL, R. Evaluation the Performance of Exchange Traded Funds (ETFs) Listed on the International Stock Markets. Ecoforum, 2021, vol. 10, iss. 1, p. 1-8. ISSN: 2344-2174.
JANKOVÁ, Z. A Bibliometric Analysis of Artificial Intelligence Technique in Financial Market. Scientific Papers of the University of Pardubice-Series D-Faculty of Economics and Administration, 2021, vol. 29, iss. 3, p. 1-10. ISSN: 1804-8048.
JANKOVÁ, Z.; JANA, D.; DOSTÁL, P. Investment Decision Support Based on Interval Type-2 Fuzzy Expert System. Inzinerine Ekonomika-Engineering Economics, 2021, vol. 32, iss. 2, p. 118-129. ISSN: 1392-2785.
JANKOVÁ, Z. Expertní systém pro rozhodování na akciových trzích s využitím sentimentu investorů. Brno: VUTIUM, 2021. s. 1.
Ph.D. thesis principal points
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, iss. 1, p. 1-16. ISSN: 1024-123X.
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. s. 367.ISBN: 978-80-7623-065-1.
Chapter in a book
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.
JANKOVÁ, Z. Expertní systém pro rozhodování na akciových trzích s využitím sentimentu investorů. Vysoké učení technické v Brně. Fakulta podnikatelská. Ústav informatiky.: 2021. s. 1.
Dissertation
2020
JANKOVÁ, Z.; DOSTÁL, P. Expertní systém type-2 fuzzy logika pro investiční analýzu. Scientific Papers of the University of Pardubice-Series D-Faculty of Economics and Administration, 2020, roč. 47, č. 27, s. 79-90. ISSN: 1804-8048.
Scopus Article
DOSTÁL, P.; JANKOVÁ, Z.; ŠEBESTOVÁ, M.; MACHŮ, E. Operační a systémová analýza: Pokročilé metody. Brno: Akademické nakladatelství CERM, 2020. 100 s. ISBN: 978-80-7623-030-9.
JANKOVÁ, Z.; KADEROVÁ, A. Application of artificial intelligence model in financial markets. Ekonomika a informatika, 2020, vol. 18, iss. 2, p. 67-74. ISSN: 1336-3514.
DOSTÁL, P.; JANKOVÁ, Z. Taipei, metropole Taiwanu. Země a cesty, 2020, roč. 147, č. 2, s. 4-8. ISSN: 1214-083X.
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.ISBN: 978-80-7394-824-5.
Paper in proceedings outside WoS and Scopus
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. s. 33.ISBN: 978-80-88320-36-4.
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.ISBN: 978-80-214-5933-5.
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.
JANKOVÁ, Z. Sentiment on the Stock Markets: Evidence from the Wavelet Coherence Analysis. Scientific Papers of the University of Pardubice-Series D-Faculty of Economics and Administration, 2020, vol. 28, iss. 3, p. 1-10. ISSN: 1804-8048.
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.
JANKOVÁ, Z.; DOSTÁL, P. Prediction of European Stock Indexes Using Neuro-fuzzy Technique. Trendy ekonomiky a managementu, 2020, vol. 35, iss. 1, p. 45-57. ISSN: 1802-8527.
2019
JANKOVÁ, Z. Identifikace optimálního portfolia na českém akciovém trhu. In MEZINÁRODNÍ MASARYKOVA KONFERENCE PRO DOKTORANDY A MLADÉ VĚDECKÉ PRACOVNÍKY. Hradec Králové: MAGNANIMITAS, 2019. s. 356-361. ISBN: 978-80-87952-27-6.
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.
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.
JANKOVÁ, Z. Wavelet Decomposition Analysis of Stock Market Movements. Brno, Czech Republic: Vysoké učení technické v Brně, 2019. p. 125.
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.
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. 44 p. ISBN: 978-80-89382-02-6.
Abstract
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.
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.
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.ISBN: 978-80-87952-30-6.
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.
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, iss. 5, p. 1269-1283. ISSN: 1211-8516.
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.ISBN: 978-9975-3240-4-5.
2018
JANKOVÁ, Z. Drawbacks and Limitations of Black-Scholes Model for Options Pricing. Journal of Financial Studies & Research, 2018, vol. 2018, iss. 1, p. 1-7. ISSN: 2166-000X.
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.
JANKOVÁ, Z. Výkonnost burzovně obchodovaných fondů investujících do REIT. In Interdisciplinární mezinárodní vědecká konference doktorandů a odborných asistentů QUAERE 2018. Hradec Králové: MAGNANIMITAS, 2018. s. 396-403. ISBN: 978-80-87952-26-9.
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. s. 105-109. ISBN: 978-80-214-5621-1.
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.
JANKOVÁ, Z. Využití fuzzy logiky při optimalizaci investičního portfolia. In Workshop specifického výzkumu 2018. Brno: Vysoké učení technické v Brně, Fakulta podnikatelská, 2018. s. 101-109. ISBN: 978-80-214-5705-8.
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, iss. 4, p. 48-54. ISSN: 2326-3636.
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