10
H index
10
i10 index
329
Citations
Democritus University of Thrace | 10 H index 10 i10 index 329 Citations RESEARCH PRODUCTION: 46 Articles 48 Papers 2 Chapters RESEARCH ACTIVITY:
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Works with: Authors registered in RePEc who have co-authored more than one work in the last five years with Theophilos Papadimitriou. | Is cited by: | Cites to: |
Journals with more than one article published | # docs |
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Computational Economics | 5 |
Energies | 4 |
Physica A: Statistical Mechanics and its Applications | 4 |
Journal of Forecasting | 3 |
Applied Economics Letters | 3 |
Journal of Risk Finance | 2 |
Forecasting | 2 |
IJFS | 2 |
The Journal of Economic Asymmetries | 2 |
JRFM | 2 |
Working Papers Series with more than one paper published | # docs |
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Working Paper series / Rimini Centre for Economic Analysis | 10 |
Working Papers / University of Pretoria, Department of Economics | 6 |
Papers / arXiv.org | 2 |
Year ![]() | Title of citing document ![]() |
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2024 | Extending the Scope of Inference About Predictive Ability to Machine Learning Methods. (2024). Parra, Ricardo ; Escanciano, Juan Carlos. In: Papers. RePEc:arx:papers:2402.12838. Full description at Econpapers || Download paper |
2024 | Constructing a Destructive Events Tool using Small Rectangular Areas, Computable General Equilibrium Modelling and Neural Networks. (2024). Sheard, Nicholas ; Dixon, Peter ; Wittwer, Glyn ; Schiffmann, Florian ; Rimmer, Maureen T ; Mustakinov, Dean ; Jerie, Michael. In: Centre of Policy Studies/IMPACT Centre Working Papers. RePEc:cop:wpaper:g-349. Full description at Econpapers || Download paper |
2024 | Who will sign a double tax treaty next? A prediction based on economic determinants and machine learning algorithms. (2024). Zagler, Martin ; Erokhin, Dmitry. In: Economic Modelling. RePEc:eee:ecmode:v:139:y:2024:i:c:s0264999324001767. Full description at Econpapers || Download paper |
2024 | Seasonality in deep learning forecasts of electricity imbalance prices. (2024). Smirnov, Vladimir ; Deng, Sinan ; Inekwe, John ; Wang, Chao ; Wait, Andrew. In: Energy Economics. RePEc:eee:eneeco:v:137:y:2024:i:c:s014098832400478x. Full description at Econpapers || Download paper |
2024 | Systemic risk prediction using machine learning: Does network connectedness help prediction?. (2024). Wang, Gang-Jin ; Zhu, You ; Chen, Yan ; Xie, Chi. In: International Review of Financial Analysis. RePEc:eee:finana:v:93:y:2024:i:c:s1057521924000796. Full description at Econpapers || Download paper |
2024 | Inflation prediction in emerging economies: Machine learning and FX reserves integration for enhanced forecasting. (2024). Mirza, Nawazish ; Umar, Muhammad ; Naqvi, Bushra ; Abbas, Syed Kumail. In: International Review of Financial Analysis. RePEc:eee:finana:v:94:y:2024:i:c:s1057521924001704. Full description at Econpapers || Download paper |
2024 | A machine learning approach in stress testing US bank holding companies. (2024). Fonton, Ahmadou Mustapha. In: International Review of Financial Analysis. RePEc:eee:finana:v:95:y:2024:i:pc:s1057521924004083. Full description at Econpapers || Download paper |
2024 | Forecasting U.S. recessions using over 150 years of data: Stock-market moments versus oil-market moments. (2024). Pierdzioch, Christian ; GUPTA, RANGAN ; Bouri, Elie ; Polat, Onur. In: Finance Research Letters. RePEc:eee:finlet:v:69:y:2024:i:pb:s154461232401208x. Full description at Econpapers || Download paper |
2024 | Forecasting exchange rate volatility: An amalgamation approach. (2024). Souropanis, Ioannis ; Alexandridis, Antonios K ; Panopoulou, Ekaterini. In: Journal of International Financial Markets, Institutions and Money. RePEc:eee:intfin:v:97:y:2024:i:c:s1042443124001331. Full description at Econpapers || Download paper |
2024 | Estimation of global natural gas spot prices using big data and symbolic regression. (2024). Praksova, Renata ; Staji, Ljubia ; Brki, Dejan. In: Resources Policy. RePEc:eee:jrpoli:v:95:y:2024:i:c:s0301420724005117. Full description at Econpapers || Download paper |
2024 | GDP nowcasting: A machine learning and remote sensing data-based approach for Bolivia. (2024). Bolivar Rosales, Osmar. In: Latin American Journal of Central Banking (previously Monetaria). RePEc:eee:lajcba:v:5:y:2024:i:3:s2666143824000085. Full description at Econpapers || Download paper |
2024 | How does the economic structure break change the forecast effect of money and credit on output? Evidence based on machine learning algorithms. (2024). Zhan, Minghua ; Tian, Yuan ; Zhao, Zhihui ; Lu, Yao. In: Pacific-Basin Finance Journal. RePEc:eee:pacfin:v:84:y:2024:i:c:s0927538x24000763. Full description at Econpapers || Download paper |
2024 | Stylized facts of metaverse non-fungible tokens. (2024). Chandrashekhar, Durga ; Chu, Jeffrey ; Osterrieder, Joerg ; Lord, Nicholas ; Zhang, Yuanyuan ; Almazloum, Ward. In: Physica A: Statistical Mechanics and its Applications. RePEc:eee:phsmap:v:653:y:2024:i:c:s0378437124006125. Full description at Econpapers || Download paper |
2024 | Bank failure prediction models: Review and outlook. (2024). Citterio, Alberto. In: Socio-Economic Planning Sciences. RePEc:eee:soceps:v:92:y:2024:i:c:s003801212400017x. Full description at Econpapers || Download paper |
2024 | Implementing Machine Learning Methods in Estimating the Size of the Non-observed Economy. (2024). Shami, Labib ; Lazebnik, Teddy. In: Computational Economics. RePEc:kap:compec:v:63:y:2024:i:4:d:10.1007_s10614-023-10369-4. Full description at Econpapers || Download paper |
2024 | Chinas business cycle forecasting: a machine learning approach. (2024). Tang, Pan ; Zhang, Yuwei. In: Computational Economics. RePEc:kap:compec:v:64:y:2024:i:5:d:10.1007_s10614-024-10549-w. Full description at Econpapers || Download paper |
2024 | Option Pricing and Local Volatility Surface by Physics-Informed Neural Network. (2024). Lee, Muhyun ; Kang, Seunggu ; Bae, Hyeong-Ohk. In: Computational Economics. RePEc:kap:compec:v:64:y:2024:i:5:d:10.1007_s10614-024-10551-2. Full description at Econpapers || Download paper |
2024 | Forecasting Bank Failure in the U.S.: A Cost-Sensitive Approach. (2024). Sen, Safa ; Ekinci, Aykut. In: Computational Economics. RePEc:kap:compec:v:64:y:2024:i:6:d:10.1007_s10614-023-10537-6. Full description at Econpapers || Download paper |
2025 | Design of Neuro-Stochastic Bayesian Networks for Nonlinear Chaotic Differential Systems in Financial Mathematics. (2025). Shoaib, Muhammad ; Syed, Farwah Ali ; Fang, Kwo-Ting ; Kiani, Adiqa Kausar ; Zahoor, Muhammad Asif. In: Computational Economics. RePEc:kap:compec:v:65:y:2025:i:1:d:10.1007_s10614-024-10587-4. Full description at Econpapers || Download paper |
2025 | Machine learning forecasting in the macroeconomic environment: the case of the US output gap. (2025). Papadimitriou, Theophilos ; Gogas, Periklis ; Alexakis, Christos ; Sofianos, Emmanouil. In: Economic Change and Restructuring. RePEc:kap:ecopln:v:58:y:2025:i:1:d:10.1007_s10644-024-09849-w. Full description at Econpapers || Download paper |
2024 | Kinship, gender and social links impact on micro group lending defaults. (2024). Alaoui, Youssef Lamrani ; Fairchild, Richard ; el Fakir, Adil ; Amer, Zaid ; Tkiouat, Mohamed ; Chan, Dora. In: International Journal of Finance & Economics. RePEc:wly:ijfiec:v:29:y:2024:i:2:p:2527-2542. Full description at Econpapers || Download paper |
Year ![]() | Title ![]() | Type ![]() | Cited ![]() |
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2013 | Fiscal shocks and asymmetric effects: a comparative analysis In: Papers. [Full Text][Citation analysis] | paper | 3 |
2015 | Fiscal shocks and asymmetric effects: A comparative analysis.(2015) In: The Journal of Economic Asymmetries. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 3 | article | |
2017 | Forecasting the U.S. Real House Price Index In: Papers. [Full Text][Citation analysis] | paper | 27 |
2015 | Forecasting the U.S. real house price index.(2015) In: Economic Modelling. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 27 | article | |
2014 | Forecasting the U.S. Real House Price Index.(2014) In: Working Papers. [Citation analysis] This paper has nother version. Agregated cites: 27 | paper | |
2014 | Forecasting the U.S. Real House Price Index.(2014) In: Working Paper series. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 27 | paper | |
2014 | Forecasting the U.S. Real House Price Index.(2014) In: DUTH Research Papers in Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 27 | paper | |
2013 | Complex Networks and Banking Systems Supervision In: Working Papers Series. [Full Text][Citation analysis] | paper | 19 |
2013 | Complex networks and banking systems supervision.(2013) In: Physica A: Statistical Mechanics and its Applications. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 19 | article | |
2015 | Yield Curve Point Triplets in Recession Forecasting In: International Finance. [Full Text][Citation analysis] | article | 8 |
2013 | Comparison of simple sum and Divisia monetary aggregates in GDP forecasting: a support vector machines approach In: Economics Bulletin. [Full Text][Citation analysis] | article | 9 |
2013 | Comparison of Simple Sum and Divisia Monetary Aggregates in GDP Forecasting: A Support Vector Machines Approach.(2013) In: Working Paper series. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 9 | paper | |
2014 | Forecasting energy markets using support vector machines In: Energy Economics. [Full Text][Citation analysis] | article | 33 |
2018 | Forecasting bank failures and stress testing: A machine learning approach In: International Journal of Forecasting. [Full Text][Citation analysis] | article | 26 |
2014 | Public debt and private consumption in OECD countries In: The Journal of Economic Asymmetries. [Full Text][Citation analysis] | article | 7 |
2014 | Public Debt and Private Consumption in OECD countries.(2014) In: DUTH Research Papers in Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 7 | paper | |
2016 | International business cycle synchronization since the 1870s: Evidence from a novel network approach In: Physica A: Statistical Mechanics and its Applications. [Full Text][Citation analysis] | article | 7 |
2015 | International Business Cycle Synchronization since the 1870s: Evidence from a Novel Network Approach.(2015) In: MPRA Paper. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 7 | paper | |
2015 | International Business Cycle Synchronization Since the 1870s: Evidence from a Novel Network Approach.(2015) In: DUTH Research Papers in Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 7 | paper | |
2016 | Bank supervision using the Threshold-Minimum Dominating Set In: Physica A: Statistical Mechanics and its Applications. [Full Text][Citation analysis] | article | 2 |
2017 | Income inequality: A complex network analysis of US states In: Physica A: Statistical Mechanics and its Applications. [Full Text][Citation analysis] | article | 1 |
2019 | A re-evaluation of the term spread as a leading indicator In: International Review of Economics & Finance. [Full Text][Citation analysis] | article | 4 |
2019 | Forecasting transportation demand for the U.S. market In: Transportation Research Part A: Policy and Practice. [Full Text][Citation analysis] | article | 3 |
2014 | Forecasting bank credit ratings In: Journal of Risk Finance. [Full Text][Citation analysis] | article | 10 |
2013 | Forecasting Bank Credit Ratings.(2013) In: Working Paper series. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 10 | paper | |
2014 | Forecasting Bank Credit Ratings.(2014) In: DUTH Research Papers in Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 10 | paper | |
2014 | Forecasting bank credit ratings In: Journal of Risk Finance. [Full Text][Citation analysis] | article | 10 |
2024 | Fuel Price Networks in the EU In: Economies. [Full Text][Citation analysis] | article | 0 |
2021 | Forecasting Natural Gas Spot Prices with Machine Learning In: Energies. [Full Text][Citation analysis] | article | 6 |
2022 | Emerging Trends in Energy Economics In: Energies. [Full Text][Citation analysis] | article | 2 |
2023 | Machine Learning in Renewable Energy In: Energies. [Full Text][Citation analysis] | article | 0 |
2024 | Forecasting East and West Coast Gasoline Prices with Tree-Based Machine Learning Algorithms In: Energies. [Full Text][Citation analysis] | article | 1 |
2018 | Oil Market Efficiency under a Machine Learning Perspective In: Forecasting. [Full Text][Citation analysis] | article | 2 |
2022 | Forecasting Bitcoin Spikes: A GARCH-SVM Approach In: Forecasting. [Full Text][Citation analysis] | article | 0 |
2023 | Cryptocurrencies and Long-Range Trends In: IJFS. [Full Text][Citation analysis] | article | 0 |
2020 | Forecasting Credit Ratings of EU Banks In: IJFS. [Full Text][Citation analysis] | article | 1 |
2022 | The Convergence Evolution in Europe from a Complex Networks Perspective In: JRFM. [Full Text][Citation analysis] | article | 0 |
2022 | Supervision of Banking Networks Using the Multivariate Threshold-Minimum Dominating Set (mT-MDS) In: JRFM. [Full Text][Citation analysis] | article | 0 |
2023 | Machine Learning in Forecasting Motor Insurance Claims In: Risks. [Full Text][Citation analysis] | article | 2 |
2023 | Forecasting the Stability and Growth Pact compliance using Machine Learning In: Post-Print. [Full Text][Citation analysis] | paper | 3 |
2022 | Forecasting the Stability and Growth Pact compliance using Machine Learning.(2022) In: Working Papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 3 | paper | |
2021 | Forecasting the Stability and Growth Pact compliance using Machine Learning..(2021) In: Working Papers of BETA. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 3 | paper | |
2021 | Forecasting the Stability and Growth Pact compliance using Machine Learning In: Working Papers. [Full Text][Citation analysis] | paper | 3 |
2013 | Forecasting the insolvency of US banks using support vector machines (SVMs) based on local learning feature selection In: International Journal of Computational Economics and Econometrics. [Full Text][Citation analysis] | article | 3 |
2013 | Forecasting the insolvency of U.S. banks using Support Vector Machines (SVM) based on Local Learning Feature Selection.(2013) In: DUTH Research Papers in Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 3 | paper | |
2015 | Yield Curve and Recession Forecasting in a Machine Learning Framework In: Computational Economics. [Full Text][Citation analysis] | article | 25 |
2014 | Yield curve and Recession Forecasting in a Machine Learning Framework.(2014) In: Working Paper series. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 25 | paper | |
2014 | Yield Curve and Recession Forecasting in a Machine Learning Framework.(2014) In: DUTH Research Papers in Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 25 | paper | |
2016 | Convergence of European Business Cycles: A Complex Networks Approach In: Computational Economics. [Full Text][Citation analysis] | article | 6 |
2014 | Convergence of European Business Cycles: A Complex Networks Approach.(2014) In: Working Paper series. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 6 | paper | |
2018 | A Network Analysis of the United Kingdom’s Consumer Price Index In: Computational Economics. [Full Text][Citation analysis] | article | 5 |
2015 | A Network Analysis of the United Kingdom’s Consumer Price Index.(2015) In: DUTH Research Papers in Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 5 | paper | |
2021 | Gold Against the Machine In: Computational Economics. [Full Text][Citation analysis] | article | 2 |
2021 | Machine Learning in Economics and Finance In: Computational Economics. [Full Text][Citation analysis] | article | 14 |
2014 | US Inflation Dynamics on Long Range Data In: Working Papers. [Citation analysis] | paper | 8 |
2015 | US inflation dynamics on long range data.(2015) In: DUTH Research Papers in Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 8 | paper | |
2015 | US inflation dynamics on long-range data.(2015) In: Applied Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 8 | article | |
2015 | Income Inequality: A State-by-State Complex Network Analysis In: Working Papers. [Citation analysis] | paper | 4 |
2016 | Income Inequality: A State-by-State Complex Network Analysis.(2016) In: DUTH Research Papers in Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 4 | paper | |
2016 | Income Inequality: A State-by-State Complex Network Analysis.(2016) In: Working papers. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 4 | paper | |
2015 | The Informational Content of the Term-Spread in Forecasting the U.S. Inflation Rate: A Nonlinear Approach In: Working Papers. [Citation analysis] | paper | 7 |
2019 | The Informational Content of the Term-Spread in Forecasting the U.S. Inflation Rate: A Nonlinear Approach.(2019) In: DUTH Research Papers in Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 7 | paper | |
2017 | The Informational Content of the Term Spread in Forecasting the US Inflation Rate: A Nonlinear Approach.(2017) In: Journal of Forecasting. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 7 | article | |
2016 | The Term Premium as a Leading Macroeconomic Indicator In: Working Papers. [Citation analysis] | paper | 3 |
2017 | Macroeconomic Uncertainty, Growth and Inflation in the Eurozone: A Causal Approach In: Working Papers. [Citation analysis] | paper | 0 |
2018 | Macroeconomic uncertainty, growth and inflation in the Eurozone: a causal approach.(2018) In: Applied Economics Letters. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 0 | article | |
2018 | The Fama 3 and Fama 5 factor models under a machine learning framework In: Working Paper series. [Full Text][Citation analysis] | paper | 2 |
2014 | A Novel Banking Supervision Method using the Minimum Dominating Set In: Working Paper series. [Full Text][Citation analysis] | paper | 0 |
2014 | A novel Banking Supervision Method using the Minimum Dominating Set.(2014) In: DUTH Research Papers in Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 0 | paper | |
2014 | A Novel Banking Supervision Method Using the Minimum Dominating Set.(2014) In: Springer Optimization and Its Applications. [Citation analysis] This paper has nother version. Agregated cites: 0 | chapter | |
2014 | European Business Cycle Synchronization: a Complex Network Perspective In: Working Paper series. [Full Text][Citation analysis] | paper | 1 |
2014 | European Business Cycle Synchronization: A Complex Network Perspective.(2014) In: Springer Optimization and Its Applications. [Citation analysis] This paper has nother version. Agregated cites: 1 | chapter | |
2014 | Market Sentiment and Exchange Rate Directional Forecasting In: Working Paper series. [Full Text][Citation analysis] | paper | 9 |
2015 | Market sentiment and exchange rate directional forecasting.(2015) In: Algorithmic Finance. [Citation analysis] This paper has nother version. Agregated cites: 9 | article | |
2013 | Forecasting the NOK/USD Exchange Rate with Machine Learning Techniques In: Working Paper series. [Full Text][Citation analysis] | paper | 3 |
2013 | Forecasting the NOK/USD Exchange Rate with Machine Learning Techniques.(2013) In: DUTH Research Papers in Economics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 3 | paper | |
2012 | Economic Viability And Macroeconomic Impact Of The Burgas - Alexandroupolis Pipeline In: DUTH Research Papers in Economics. [Full Text][Citation analysis] | paper | 0 |
2012 | Optimum Currency Areas within the US and Canada a Data Analysis Approach In: DUTH Research Papers in Economics. [Full Text][Citation analysis] | paper | 0 |
2012 | Directional forecasting in financial time series using support vector machines: The USD/Euro exchange rate In: DUTH Research Papers in Economics. [Full Text][Citation analysis] | paper | 3 |
2013 | Forecasting daily and monthly exchange rates with machine learning techniques In: DUTH Research Papers in Economics. [Full Text][Citation analysis] | paper | 20 |
2015 | Forecasting Daily and Monthly Exchange Rates with Machine Learning Techniques.(2015) In: Journal of Forecasting. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 20 | article | |
2013 | Asymmetric Fiscal Policy Shocks In: DUTH Research Papers in Economics. [Full Text][Citation analysis] | paper | 0 |
2014 | Analyzing the co-movements of the US Gross State Product Growth with the use of the Minimum Dominating Set In: DUTH Research Papers in Economics. [Full Text][Citation analysis] | paper | 0 |
2014 | Convergence of European Business Cycles: Evidence from a Graph Theory-based Model In: DUTH Research Papers in Economics. [Full Text][Citation analysis] | paper | 0 |
2014 | A Novel Banking Supervision Method using a Threshold-Minimum Dominating Set In: DUTH Research Papers in Economics. [Full Text][Citation analysis] | paper | 0 |
2019 | Money Neutrality, Monetary Aggregates and Machine Learning In: DUTH Research Papers in Economics. [Full Text][Citation analysis] | paper | 2 |
2021 | Credit Rating Agencies: Evolution or Extinction? In: DUTH Research Papers in Economics. [Full Text][Citation analysis] | paper | 0 |
2016 | Testing Exchange Rate Models in a Small Open Economy: an SVR Approach In: Bulletin of Applied Economics. [Full Text][Citation analysis] | article | 3 |
2019 | A re-evaluation of the Feldstein-Horioka puzzle in the Eurozone In: Journal of Risk & Control. [Full Text][Citation analysis] | article | 0 |
2020 | Forecasting S&P 500 spikes: an SVM approach In: Digital Finance. [Full Text][Citation analysis] | article | 1 |
2021 | An AutoML application to forecasting bank failures In: Applied Economics Letters. [Full Text][Citation analysis] | article | 2 |
2022 | Mind the gap: forecasting euro-area output gaps with machine learning In: Applied Economics Letters. [Full Text][Citation analysis] | article | 2 |
2013 | Testing purchasing power parity in a DFA rolling Hurst framework: the case of 23 OECD countries In: Applied Financial Economics. [Full Text][Citation analysis] | article | 3 |
2019 | On the Stability and Growth Pact compliance: what is predictable with machine learning? In: Working Papers of BETA. [Full Text][Citation analysis] | paper | 1 |
2022 | The resilience of the U.S. banking system In: International Journal of Finance & Economics. [Full Text][Citation analysis] | article | 0 |
2022 | Forecasting unemployment in the euro area with machine learning In: Journal of Forecasting. [Full Text][Citation analysis] | article | 11 |
CitEc is a RePEc service, providing citation data for Economics since 2001. Last updated February, 4 2025. Contact: CitEc Team