Data Science and Multiple Criteria Decision Making Approaches in Finance

Data Science and Multiple Criteria Decision Making Approaches in Finance

Applications and Methods

Dincer, Hasan; Yueksel, Serhat; Silahtaroglu, Goekhan

Springer Nature Switzerland AG

05/2022

173

Mole

Inglês

9783030741785

15 a 20 dias

302

Descrição não disponível.
1. Introduction to Data Science and Machine Learning Algorithms.- 2. Identifying Indicators of Global Financial Crisis with Fuzzy Logic and Data Science: A Comparative Analysis between Developing and Developed Economies.- 3. Determining the Ways to Increase Economic Growth of Developing and Developed Economies: An Application with Data Mining and Fuzzy TOPSIS.- 4. Profitability Prediction of Turkish Banking Industry: A Comparative Analysis with Data Science and Fuzzy ANP.- 5. The Influence of the Politicians on Macroeconomic Performance: An Analysis of Donald Trump's Tweets.- 6. How is the Stock Exchange Index Affected by the Disclosures of Politicians?.- 7. Defining the Significant Factors of Currency Exchange Rate Risk by Considering Text Mining and Fuzzy AHP.- 8. Emerging Applications and the Future of Data Science.
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Text Mining;Machine Learning;Artificial Neural Networks;Fuzzy DEMATEL;Financial Crisis;Fuzzy TOPSIS;Data Mining;Economic Development;Fuzzy ANP