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Publications
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Books:

  • "Artificial Intelligence in Financial Markets", Palgrave Macmillan, 2016, ISBN: 978-1-137-48879-4);
  • “Computational Intelligence Techniques for Trading and Investment” (Routledge, 2013, ISBN: 978-0415636803);
  • “Applied Quantitative Methods for Trading and Investment” (John Wiley, 2003, ISBN: 0470848855);
  • “Developments in Forecast Combination and Portfolio Choice” (John Wiley, 2001, ISBN: 0471521655);
  • “Advances in Quantitative Asset Management” (Kluwer Academic Publishers, 2000, ISBN: 0-7923-7778-8);
  • “Nonlinear Modelling of High Frequency Financial Time Series” (John Wiley, 1998, ISBN:0471974641);
  • “Forecasting Financial Markets” (John Wiley, 1996, ISBN: 0471966533);
  • “Exchange Rate Forecasting” (Probus, 1989, ISBN: 1557381003).

Refereed Journals:

  • “Stock Market Prediction Using Evolutionary Support Vector Machines: An Application to the ASE20 Index”, European Journal of Finance, 2015, DOI: 10.1080/1351847X.2015.1040167, 1-21;
  • "Intelligent Trading of Seasonal Effects: A Decision Support Algorithm Based on Reinforcement Learning”, Decision Support Systems, 2014, DOI:10.1016/j.dss.2014.04.011, No. 64, 100-108;
  • "Operational Risk: Emerging Markets, Sectors and Measurement", European Journal of Operational Research, 2014, DOI: 10.1016/j.ejor.2014.08.021, 1-11;
  • “Forecasting EUR-USD Implied Volatility: The Case of Intraday Data”, Journal of Banking & Finance, 2013, No. 37/12, DOI: 10.1016/j.jbankfin.2018.08.028, 4943-57;
  • "ETF Pair-Trading Strategies Using Autocorrelation-Based Mean Reversion", ETF Risk,2013, October, 36-41;
  • "Stock Market Linkages Among New EMU Members and the Euro Area: Implications for Financial Integration and Portfolio Diversification", Studies in Economics and Finance, 2013, No. 30/4, DOI 10.1108/SEF-04-2012-0048, 370-88;
  • “Trading and Hedging the Corn/Ethanol Crush Spread Using Time-Varying Leverage and Nonlinear Models”, European Journal of Finance, 2013, DOI: 10.1080/1351847X.2013.830140, 1-24;
  • “GP Algorithm Versus Hybrid and Mixed Neural Networks”, European Journal of Finance, 2013, No. 19/3, DOI: 10.1080/1351847X.2012.679740, 180-205;
  • "A Hybrid Genetic Algorithm-Support Vector Machine Approach in the Task of Forecasting and Trading”, Journal of Asset Management, 2013, DOI:10.1057/jam.2013.2, 1-20;
  • "Modelling Commodity Value at Risk with Psi Sigma Neural Networks Using Open-High-Low-Close Data", European Journal of Finance, 2013, DOI: 10.1080/1351847X.2012.744763, 1-21;
  • “Forecasting Foreign Exchange Rates With Adaptive Neural Networks Using Radial-Basis Functions and Particle Swarm Optimization", European Journal of Operational Research, 2013, No. 225/3, 528-540;
  • “Forecasting IBEX-35 Moves Using Support Vector Machines”, Neural Computing & Applications, 2012, Vol. 21, DOI: 10.1007/s00521-012-0821-9, 3-10;
  • "Forecasting and Trading the EUR/USD Exchange Rate with Stochastic Neural Network Combination and Time-Varying Leverage", Decision Support Systems, 2012, No. 54, 316-329;
  • “GP Algorithm versus Hybrid and Mixed Neural Networks”, European Journal of Finance, 2012, DOI: 10.1080/1351847X.2012.679740, 1-26;
  • “Forecasting and Trading the EUR/USD Exchange Rate with Gene Expression and Psi Sigma Neural Networks”, Expert Systems with Applications, 2012, No. 39/10, 8865-77;
  • “Currency Trading in Volatile Markets: Did Neural Networks Outperform for the EUR/USD during the Financial Crisis 2007-2009?”, Journal of Derivatives & Hedge Funds, 2012, No. 18/1, 2-41;
  • "Profitable Mean Reversion after Large Price Drops: A Story of Day and Night in the S&P 500, 400 Mid Cap and 600 Small Cap Indices, Journal of Asset Management, 2011, No. 12/3, 185-202
  • “Modelling and Trading the Realised Volatility of the FTSE100 Futures with Higher Order Neural Networks”, European Journal of Finance, 2011, iFirst, 1-15, DOI:10.1080/1351847X.2011.606990;
  • "Cointegration-Based Optimisation of Currency Portfolios", Journal of Derivatives and Hedge Funds, 2011, No. 17, 86-114;
  • "Higher Order and Recurrent Neural Architectures for Trading the EUR/USD Exchange Rate", Quantitative Finance, 2011, No. 11/4, 615-629;
  • “Modelling and Trading the EUR/USD Exchange Rate at the ECB Fixing”, European Journal of Finance, 2010, No. 16/6, 541-560;
  • “Modelling Commodity Value at Risk with Higher Order Neural Networks”, Applied Financial Economics, 2010, No 20/7, 585-600;
  • “Foreign Exchange, Fractional Cointegration and the Implied-Realized Volatility Relation”, Journal of Banking and Finance, 2010, No. 34, 882-891;
  • "Trading and Filtering Futures Spread Portfolios: Further Applications of Threshold and Correlation Filters", Journal of Derivatives and Hedge Funds, 2010, No. 15, 274-287;
  • “The Robustness of Neural Networks for Modelling and Trading the EUR/USD Exchange Rate at the ECB Fixing”, Journal of Derivatives and Hedge Funds, 2009, No.15/3, 186-205;
  • “Trading Futures Spread Portfolios: Applications of Higher Order and Recurrent Networks”, European Journal of Finance, 2008, No. 14/5-6, 503-521;
  • "Quantitative Trading of Gold and Silver Using Nonlinear Models", Neural Network World, 2007, No 16/2, 93-111;
  • “The Economic Value of Advanced Time Series Methods for Modelling and Trading 10-year Government Bonds", European Journal of Finance, 2007, No. 13/4, 333-352;
  • “Trading Foreign Exchange Portfolios with Volatility Filters: The Carry Model Revisited”, Applied Financial Economics, 2007, No. 17/3, 249-255;
  • “Volatility Filters for FX Portfolio Trading: The Impact of Alternative Volatility Models”, Applied Financial Economics Letters, 2006, No. 2/6, 389-394;
  • “Volatility Filters for Asset Management: An Application to Managed Futures”, Journal of Asset Management, 2006, No 7/3-4, 179-189;
  • “Modelling and Trading the Soybean-Oil Crush Spread with Recurrent and Higher Order Networks: A Comparative Analysis”, Neural Network World, 2006, No 13/3, 193-213;
  • “Advanced Frequency and Time Domain Filters for Currency Portfolio Management”, Journal of Asset Management, 2006, No 7/1, 22-30;
  • "Modelling and Trading the Gasoline Crack Spread: A Non-Linear Story", Derivatives Use, Trading & Regulation, 2006, No 12, 126-145;
  • “Trading Futures Spreads: An Application of Correlation and Threshold Filters”, Applied Financial Economics, 2006, No. 16, 1-12;
  • “Modelling with Recurrent and Higher Order Networks: A Comparative Analysis”, Neural Network World, 2005, No. 15/6, 509-523;
  • "Probability Distributions and Leveraged Trading Strategies: An Application of Gaussian Mixture Models to the Morgan Stanley Technology Index Tracking Fund", Quantitative Finance, 2005, No. 5/5, 459-474;
  • "Probability Distribution Architectures for Trading Silver", Neural Network World, 2005, No. 15/5, 437-470;
  • “Level Estimation, Classification and Probability Distribution Architectures for Trading the EUR/USD Exchange Rate”, Neural Computing & Applications, 2005, No 14/3, 256-271;
  • “Emerging Markets of South-East and Central Asia: Do they Still Offer a Diversification Benefit?”, Journal of Asset Management, 2005, No 6/3, 168-190;
  • “Analysing Mergers and Acquisitions in European Financial Services: An Application of Real Options”, European Journal of Finance, 2005, No 11/4, 339-355;
  • “Cointegration Portfolios of European Equities for Index Tracking and Market Neutral Strategies”, Journal of Asset Management, 2005, No 6/1, 33-52;
  • “Volatility Filters for Dynamic Portfolio Optimization”, Applied Financial Economic Letters, 2005, No. 1, 111-119;
  • “Extending the Variance Ratio Test to Visualise Structure in Data: An Application to the S&P100 Index”, Applied Financial Economic Letters, 2005, No. 1, 189-197;
  • "Alternative Volatility Models for Risk Management and Trading: An Application to the EUR/USD and USD/JPY Rates", Derivatives Use, Trading & Regulation, 2005, No 11/2, 126- 156;
  • "Optimal Trading Frequency for Active Asset Management: Evidence from Technical Trading Rules", Journal of Asset Management, 2005, No 5/5, 305-326;
  • “Alternative Valuation Techniques for Predicting UK Stock Returns", 2004, Journal of Asset Management, No 5/4, 230-250;
  • “Probability Distributions, Trading Strategies and Leverage: An Application of Gaussian Mixture Models”, Journal of Forecasting, 2004, No 23/8, 559-585; 2
  • “The Informational Content of Swaption Rates for USD and EUR Government Bonds Volatility Models”, Derivatives Use, Trading & Regulation, 2004, No 10/3, 197-228;
  • “Alternative Forecasting Techniques for Predicting Company Insolvencies: The UK Example (1980-2001)”, Neural Network World, 2003, No 13/4, 326-360;
  • “Weather Derivatives Pricing and Filling Analysis for Missing Temperature Data”, Derivatives Use, Trading & Regulation, 2003, No 9/1, 61-83;
  • “FX Volatility Forecasts and the Informational Content of Market Data for Volatility”, European Journal of Finance, 2003, No 9/3, 242-272;
  • “Forecasting and Trading Currency Volatility: An Application of Recurrent Neural Regressionand Model Combination”, Journal of Forecasting, 2002, No. 21, 317-354;
  • “Modelling and Trading the EUR/USD Exchange Rate: Do Neural Network Models Perform Better?”, Derivatives Use, Trading & Regulation, 2002, No 8/3, 211-239;
  • “Neural Network Regression and Alternative Forecasting Techniques for Predicting Financial Variables“, Neural Network World, 2002, No 12/2, 113-139;
  • “Do Exotic Currencies Improve the Risk-Adjusted Performance of Dynamic Currency Overlays ?“, Journal of Asset Management, 2002, No 4, 335-352;
  • "The Information Content of Risk Reversals”, Derivatives Use, Trading & Regulation, 2001, No 2, 98-117;
  • "Intraday Data and Hedging Efficiency in Interest Spread Trading”, European Journal of Finance, 2000, No 4, 332-352;
  • “FX Volatility Forecasts: A Fusion-Optimisation Approach”, Neural Network World, 2000, No 10/1-2, 187-202;
  • "Improving Hedge Ratio Efficiency with Intraday Data”, Derivatives Use, Trading & Regulation, No 3, 1999, 235-247;
  • “Optimising Intraday Trading Models with Genetic Algorithms”, Neural Network World, 1999, No 9/3, 193-223;
  • "Volatility Trading Models: An Application to Daily Exchange Rates”, Derivatives Use, Trading & Regulation, 1998, No 1, 9-16;
  • “The Economic Value of Neural Network Systems for Exchange Rate Forecasting”, Neural Network World, 1996, No 1/1, 43-55;
  • “Efficiency Tests with Overlapping Data: An Application to the Currency Options Market”, European Journal of Finance, 1995, No 4, 345-366;
  • "Leading Edge Forecasting Techniques for Exchange Rate Prediction", European Journal of Finance, 1995, No 1, 311-323.

Chapters in Books:

  • “Modelling and Trading the Gasoline Crack Spread: A Non-Linear Story", 140-160 in “Derivatives and Hedge Funds” by S. Satchell [ed.] (Palgrave Macmillan, Basingstoke, 2016, ISBN: 978-1-137-55416-1);
  • “Modelling and Trading the Greek Stock Market with Hybrid ARMA-Neural Network Models”, 99-121 in “Financial Decision Making Using Computational Intelligence” by M. Doumpos, C. Zopounidis and P. M. Pardalos [eds.] (Springer, New York, 2012, ISBN: 978-1-4614-3773-4);
  • “Modelling Benchmark Government Bonds Volatility: Do Swaption Rates Help?”,  343-374, in “Progress in Financial Markets Research” by C. Kyrtsou and C. Vorlow [eds.] (Nova Science Publishers,  Hauppauge, NY, 2012, ISBN: 978-1-61122-864-9);
  • “Higher-Order Neural Networks with Bayesian Confidence Measure for Prediction of EUR/USD Exchange Rate”, 48-59 in “Artificial Higher Order Neural Networks for Economics and Business” by M. Zhang (Information Science Reference, 2009, ISBN: 978-159904897-0).
  • “Modelling and Trading the Soybean-Oil Crush Spread with Recurrent and Higher Order Networks: A Comparative Analysis”, 348-366, in “Artificial Higher Order Neural Networks for Economics and Business” by M. Zhang (Information Science Reference, 2009, ISBN: 978-159904897-0).
  • “The Economic Value of Leading Edge Techniques for Exchange Rate Prediction”, 112-26 in “Advanced Trading Rules” by E. Acar and S. Satchell (Butterworth Heinemann, 1998, ISBN: 0750638176);
  • "A Fundamental Approach for Forecasting Interest Rates with an Application to the Deutsche Mark Yield Curve”, 59-76 in “Yield: Option Embedded Bonds, Term Structure Models and Credit Considerations” by I. Nelken et al. (Irwin Professional Publishing, 1997, ISBN: 0786308184).

Working Papers available upon request:

  • "Statistical Arbitrage and High-Frequency Data with an Application to Eurostoxx 50 Equities", March 2010;
  • "Modelling and Trading the Greek Stock Market with Mixed Neural Network Models", March 2010;
  • “Nonlinear Modelling of Commodity Value at Risk”, April 2010.
  • "Profitable Pair Trading: A Comparison Using the S&P  100 Constituent Stocks and the 100 Most Liquid ETFs", December 2010.

Copyright © 2017 Christian L. Dunis. All rights reserved