Niki Kiriakidou

2020: M.Sc. in "Applied Statistics", Department of Statistics and Insurance Science, University of Piraeus, Greece.
2018: Bachelor Degree in Mathematics, Department of Mathematics, University of Patras, Greece.

M.Sc. Thesis: Interest rate derivatives pricing models. Supevisor: Professor M. Boutsikas

E-mail : This e-mail address is being protected from spambots. You need JavaScript enabled to view it

Phone : 2610 997833

Fax : 2610 997313

An advanced CNN-LSTM model for cryptocurrency forecasting

I.E. Livieris, N. Kiriakidou, S. Stavroyiannis and P. Pintelas. An advanced CNN-LSTM model for cryptocurrency forecasting. Electronics, 2020.
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Interest Rate Derivatives Pricing Models

N. Kiriakidou. Interest Rate Derivatives Pricing Models. Master Thesis, University of Piraeus, 2020.
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Forecasting students’ performance using an ensemble SSL algorithm

I.E. Livieris, V. Tampakas, N. Kyriakidou, T. Mikropoulos and P. Pintelas. Forecasting students’ performance using an ensemble SSL algorithm. In IEEE 1st International Conference on Technology and Innovation in Learning, Teaching and Education, 2018.
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An advanced deep learning model for short-term forecasting U.S. natural gas price and movement

I.E. Livieris, E. Pintelas, N. Kiriakidou and S. Stavroyiannis. An advanced deep learning model for short-term forecasting U.S. natural gas price and movement. In IFIP Advances in Information and Communication Technology, 2020.
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Employing constrained neural networks for forecasting new product's sales increase

I.E. Livieris, N.Kiriakidou, A. Kanavos, G. Vonitsanos and V. Tampakas. Employing Constrained Neural Networks for Forecasting new Products Sales Increase. In IFIP Advances in Information and Communication Technology, Springer, (accepted), 2019.
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On ensemble SSL algorithms for credit scoring problem

I.E. Livieris, N. Kiriakidou, A. Kanavos, V. Tampakas, P. Pintelas. On ensemble SSL algorithms for credit scoring problem. Informatics, 2018.
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Performance evaluation of a SSL algorithm for forecasting the Dow Jones index stocks

I.E. Livieris, A. Kanavos, G. Vonitsanos, N. Kyriakidou, A. Vikatos, K. Giotopoulos and V. Tampakas. Performance evaluation of a SSL algorithm for forecasting the Dow Jones index stocks. In IEEE 9th International Conference on Information, Intelligence, Systems and Applications (IISA 2018), 2018.
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