Details about Apostolos Ampountolas

Access statistics for papers by Apostolos Ampountolas.

Last updated 2026-09-14. Update your information in the RePEc Author Service.

Short-id: pam312

Working Papers

2023

1. Comparative Analysis of Machine Learning, Hybrid, and Deep Learning Forecasting Models Evidence from European Financial Markets and Bitcoins
   Papers, arXiv.org View citations (3)
   See also Journal Article Comparative Analysis of Machine Learning, Hybrid, and Deep Learning Forecasting Models: Evidence from European Financial Markets and Bitcoins, Forecasting, MDPI (2023) View citations (3) (2023)
2. The Effect of COVID-19 on Cryptocurrencies and the Stock Market Volatility -- A Two-Stage DCC-EGARCH Model Analysis
   Papers, arXiv.org View citations (7)
   See also Journal Article The Effect of COVID-19 on Cryptocurrencies and the Stock Market Volatility: A Two-Stage DCC-EGARCH Model Analysis, JRFM, MDPI (2023) View citations (8) (2023)

Journal Articles

2026

1. A comprehensive approach to enhancing short-term hotel cancellation forecasts through dynamic machine learning models
   Tourism Economics, 2026, 32, (2), 321-341
2. Blockchain and the metaverse in tourism: A conceptual framework for decentralized OTAs
   Tourism Economics, 2026, 32, (6), 1311-1334
3. Climate-induced tourism breaks: Segmented-GAM analysis
   Annals of Tourism Research, 2026, 118, (C) View citations (1)
4. Green finance transmission mechanisms and renewable energy deployment: Threshold effects in EU carbon markets
   Research in International Business and Finance, 2026, 89, (C)
5. How personality traits influence perceptions of casino loyalty incentives
   Journal of Marketing Analytics, 2026, 14, (2), 517-534
6. Resilience and risk: Financial performance of lodging REITs and major financial indices to market crises
   Tourism Economics, 2026, 32, (3), 653-674
7. The market impact of greenwashing crackdowns: Evidence from ESG exchange-traded funds
   Journal of Behavioral and Experimental Finance, 2026, 51, (C)

2025

8. Addressing complex seasonal patterns in hotel forecasting: a comparative study
   Journal of Revenue and Pricing Management, 2025, 24, (2), 143-152
9. Election-induced volatility and cross-asset spillovers: The impact of political uncertainty on cryptocurrencies, stocks, and oil
   Research in International Business and Finance, 2025, 80, (C) View citations (2)
10. Political uncertainty and market regimes: Clustering evidence from the 2024 U.S. election cycle
    Finance Research Letters, 2025, 86, (PB)
11. Predicting hotel booking cancellations: a comprehensive machine learning approach
    Journal of Revenue and Pricing Management, 2025, 24, (6), 539-550 View citations (2)

2024

12. Enhancing Forecasting Accuracy in Commodity and Financial Markets: Insights from GARCH and SVR Models
    IJFS, 2024, 12, (3), 1-20 View citations (2)
13. Forecasting Orange Juice Futures: LSTM, ConvLSTM, and Traditional Models Across Trading Horizons
    JRFM, 2024, 17, (11), 1-18 View citations (1)
14. How music listening preferences play a role in casino showroom offers
    Journal of Marketing Analytics, 2024, 12, (3), 611-623
15. Metaverse research propositions: Online intermediaries
    Tourism Economics, 2024, 30, (1), 255-261 View citations (2)
16. Predicting daily hotel occupancy: a practical application for independent hotels
    Journal of Revenue and Pricing Management, 2024, 23, (3), 197-205 View citations (2)
17. Real estate investment trusts during market shocks: Impact and resilience
    Tourism Economics, 2024, 30, (6), 1557-1579

2023

18. A review of: Revenue Management in the Lodging Industry Origins to the Last Frontier, by Ben Vinod, Springer Management for Professionals, p. 412, ISBN 978-3-031-14301-4 ISBN 978-3-031-14302-1 (eBook)
    Journal of Revenue and Pricing Management, 2023, 22, (5), 427-428
19. Comparative Analysis of Machine Learning, Hybrid, and Deep Learning Forecasting Models: Evidence from European Financial Markets and Bitcoins
    Forecasting, 2023, 5, (2), 1-15 View citations (3)
    See also Working Paper Comparative Analysis of Machine Learning, Hybrid, and Deep Learning Forecasting Models Evidence from European Financial Markets and Bitcoins, Papers (2023) View citations (3) (2023)
20. The Effect of COVID-19 on Cryptocurrencies and the Stock Market Volatility: A Two-Stage DCC-EGARCH Model Analysis
    JRFM, 2023, 16, (1), 1-17 View citations (8)
    See also Working Paper The Effect of COVID-19 on Cryptocurrencies and the Stock Market Volatility -- A Two-Stage DCC-EGARCH Model Analysis, Papers (2023) View citations (7) (2023)

2022

21. Cryptocurrencies Intraday High-Frequency Volatility Spillover Effects Using Univariate and Multivariate GARCH Models
    IJFS, 2022, 10, (3), 1-22 View citations (15)
22. Marketing to the next generation of casino patrons
    Journal of Marketing Analytics, 2022, 10, (1), 89-101 View citations (3)
23. Postcrisis REIT performance using financial ratios: A DEA approach
    Tourism Economics, 2022, 28, (2), 371-393 View citations (3)
24. Senior leadership succession and market share: An econometric case study on Native American casinos
    Tourism Economics, 2022, 28, (8), 2176-2196 View citations (1)
25. Will blockchain shift Online Travel Agencies toward growth or to an end?
    Tourism Economics, 2022, 28, (5), 1342-1347 View citations (3)

2021

26. A Machine Learning Approach for Micro-Credit Scoring
    Risks, 2021, 9, (3), 1-20 View citations (7)
27. Examining the relationships between market indicators and hotel pricing approaches
    Tourism Economics, 2021, 27, (8), 1591-1614
28. Modeling and Forecasting Daily Hotel Demand: A Comparison Based on SARIMAX, Neural Networks, and GARCH Models
    Forecasting, 2021, 3, (3), 1-16 View citations (16)
29. The effects of shocks on Turkish tourism demand: Evidence using panel unit root test
    Tourism Economics, 2021, 27, (4), 859-866 View citations (2)

2019

30. Forecasting hotel demand uncertainty using time series Bayesian VAR models
    Tourism Economics, 2019, 25, (5), 734-756 View citations (10)