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FinTech, Volume 1, Issue 1

March 2022 - 7 articles

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Articles (7)

  • Article
  • Open Access
26 Citations
6,668 Views
9 Pages

Shapley Feature Selection

  • Alex Gramegna and
  • Paolo Giudici

25 February 2022

Feature selection is a popular topic. The main approaches to deal with it fall into the three main categories of filters, wrappers and embedded methods. Advancement in algorithms, though proving fruitful, may be not enough. We propose to integrate an...

  • Article
  • Open Access
4,578 Views
9 Pages

Crypto Asset Portfolio Selection

  • Daniel Felix Ahelegbey,
  • Paolo Giudici and
  • Fatemeh Mojtahedi

21 February 2022

The aim of this paper is to propose a portfolio selection methodology capable to take into account asset tail co-movements as additional constraints in Markowitz model. We apply the methodology to the observed time series of the 10 largest crypto ass...

  • Article
  • Open Access
13 Citations
5,130 Views
16 Pages

30 December 2021

Artificial neural networks (ANNs) are suitable procedures for predicting financial time series (FTS). Cryptocurrencies are good investment assets; therefore, the effective prediction of cryptocurrencies has become a trending area of research. Capturi...

  • Article
  • Open Access
8 Citations
6,111 Views
19 Pages

Long Short-Term Memory Network for Predicting Exchange Rate of the Ghanaian Cedi

  • Adebayo Felix Adekoya,
  • Isaac Kofi Nti and
  • Benjamin Asubam Weyori

9 December 2021

An accurate prediction of the Exchange Rate (ER) serves as the basis for effective financial management, monetary policies, and long-term strategic decision making worldwide. A stable and competitive ER enables economic diversification. Economists, r...

  • Article
  • Open Access
3 Citations
3,443 Views
24 Pages

23 November 2021

Goal programming (GP) can be thought of as an extension or generalization of linear programming to handle multiple, normally conflicting objective measures. Each of these measures is given a goal or target value to be achieved. Unwanted deviations fr...

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FinTech - ISSN 2674-1032