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Morrison, Greg and Giovanis, Eleftherios and Pammolli, Fabio and Riccaboni, Massimo Border sensitive centralities in patent citation networks using asymmetric random walks. In: International Conference on Signal-Image Technology & Internet-Based Systems (SITIS). IEEE, pp. 546-552. ISBN 978-1-4799-3211-5 (2013)

Giovanis, Eleftherios Application of Feed-Forward Neural Networks Smoothing Transition Autoregressive Models in Stock Returns Forecasting. In: (edited by C. Zopounidis) Computational Optimization in Economics and Finance Research Compendium. Studies in Financial Optimization and Risk Management . Nova Publishers, pp. 27-47. ISBN 978-1-62081-928-9 (2013)

Giovanis, Eleftherios Application of Stationary Wavelet Support Vector Machines for the Prediction of Economic Recessions. International Journal of Mathematical Models and Methods in Applied Sciences, 7 (3). pp. 226-237. ISSN 1998-0140 (2013)

Giovanis, Eleftherios Environmental Kuznets curve: Evidence from the British Household Panel Survey. Economic Modelling, 30. pp. 602-611. ISSN 0264-9993 (2013)

Giovanis, Eleftherios Environmental Kuznets Curve and Air Pollution in city of London: Evidence from New Panel Smoothing Transition Regressions. International Journal of Pure and Applied Mathematics, 79 (3). pp. 393-404. ISSN 1311-8080 (2012)

Giovanis, Eleftherios Study of Discrete Choice Models and Adaptive Neuro-Fuzzy Inference System in the Prediction of Economic Crisis Periods in USA. Economic Analysis and Policy, 42 (1). pp. 79-96. ISSN 0313-5926 (2012)

Giovanis, Eleftherios Ordinary Least Squares and Genetic Algorithms Optimization in Smoothing Transition Autoregressive (STAR) Models. International Journal of Computer Information Systems, 2 (3). pp. 17-23. ISSN 2229-5208 (2011)

Giovanis, Eleftherios Application of Adaptive Νeuro-Fuzzy Inference System in Interest Rates Effects on Stock Returns. Indian Journal of Computer Science and Engineering, 2 (1). pp. 124-135. ISSN 0976-5166 (2011)

Giovanis, Eleftherios Application of a Modified Generalized Regression Neural Networks Algorithm in Economics and Finance. International Journal of Advanced Research in Computer Science, 2 (2). pp. 197-202. ISSN 0976-5697 (2011)

Giovanis, Eleftherios Applications of Feed-Forward Neural Networks with Error Backpropagation Algorithm and Non-Linear Methods in MATLAB. Working Paper # /2010

Giovanis, Eleftherios Applications of Neural Network Radial Basis Function in Economics and Financial Time Series. Working Paper

Giovanis, Eleftherios A Study of Panel Logit Model and Adaptive Neuro-Fuzzy Inference System in the Prediction of Financial Distress Periods. World Academy of Science, Engineering and Technology, 40. pp. 646-652. ISSN 2010-376X (2010)

Giovanis, Eleftherios Application of Feed-Forward Neural Networks Smoothing Transition Autoregressive Models in Stock Returns Forecasting. Journal of Computational Optimization in Economics and Finance, 2 (1). pp. 25-44. ISSN 1941-3971 (2010)

Giovanis, Eleftherios Application of logit model and self-organizing maps (SOMs) for the prediction of financial crisis periods in US economy. Journal of Financial Economic Policy, 2 (2). pp. 98-125. ISSN 1757-6385 (2010)

Giovanis, Eleftherios Smoothing Transition Autoregressive (STAR) Models for the Day of the Week Effect : An Application to S&P 500 Stock Index. In: (by Greg N. Gregoriou) The Handbook of Trading: Strategies for Navigating and Profiting from Currency, Bond, and Stock Markets. McGraw Hill, pp. 233-252. ISBN 978-0-07-174353-2 (2010)

Giovanis, Eleftherios A study on the day-of-the-Week Effect in Fifty Five Stock Markets: Evidence from Asymmetric GARCH Models. International Review of Business and Finance , 2 (2). pp. 103-120. ISSN 0976-5891 (2010)

Giovanis, Eleftherios MATLAB Applications of Trading Rules and GARCH with Wavelets Analysis. Working Paper #11/2009

Giovanis, Eleftherios MATLAB Routine for Bootstrapping Statistic Hypothesis for Calendar Effects in Stock Returns. Working Paper # /2009

Giovanis, Eleftherios The Month-of-The-Year Effect: Evidence from GARCH Models in Fifty Five Stock Markets. Working Paper # /2009

Giovanis, Eleftherios ARIMA and Neural Networks: An Application to the Real GNP Growth Rate and the Unemployment Rate of U.S.A. Working Paper # /2009

Giovanis, Eleftherios Health Expenditures in Greece: A Multiple Least Squares Regression and Cointegration Analysis Using Bootstrap Simulation in EVIEWS. Working Paper # /2009