Ilias Kampouris

Machine learning as an early warning system to predict financial crisis

Aristeidis Samitas, Ilias Kampouris, Dimitris Kenourgios · International Review of Financial Analysis · 2020 · 148 citations

Engineering, Machine Learning, Data Science +13

Covid-19 pandemic and spillover effects in stock markets: A financial network approach

Aristeidis Samitas, Ilias Kampouris · International Review of Financial Analysis · 2021 · 124 citations · Full text

Economics, Financial Network Approach, Financial Network +6

Volatility spillovers between fine wine and major global markets during COVID-19: A portfolio hedging strategy for investors

Aristeidis Samitas, Spyros Papathanasiou, Drosos Koutsokostas et al. · International Review of Economics & Finance · 2022 · 64 citations

Empirical Finance, Portfolio Hedging Strategy, Economics +9

Are timber and water investments safe-havens? A volatility spillover approach and portfolio hedging strategies for investors

Aristeidis Samitas, Spyros Papathanasiou, Drosos Koutsokostas et al. · Finance research letters · 2022 · 51 citations

Economics, Asset Pricing, Water Investments Safe-havens +10

Early warning system to predict energy prices: the role of artificial intelligence and machine learning

Muneer M. Alshater, Ilias Kampouris, Hazem Marashdeh et al. · Annals of Operations Research · 2022 · 49 citations · Full text

Artificial Intelligence, Forecasting Methodology, Engineering +11