Financial data analytics = theory an...
Derindere Koseoglu, Sinem.

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  • Financial data analytics = theory and application /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Financial data analytics/ edited by Sinem Derindere Koseoglu.
    其他題名: theory and application /
    其他作者: Derindere Koseoglu, Sinem.
    出版者: Cham :Springer International Publishing : : 2022.,
    面頁冊數: xxii, 384 p. :ill. (chiefly col.), digital ;24 cm.
    內容註: PART 1. INTRODUCTION AND ANALYTICS MODELS -- Retraining and Reskilling Financial Participators in the Digital Age -- Basics of Financial Data Analytics -- Predictive Analytics Techniques: Theory and Applications in Finance -- Prescriptive Analytics Techniques: Theory and Applications in Finance -- Forecasting Returns of Crypto Currency - Analyzing Robustness of Auto Regressive and Integrated Moving Average (ARIMA) and Artificial Neural Networks (ANNS) -- PART 2. MACHINE LEARNING -- Machine Learning in Financial Markets: Dimension Reduction and Support Vector Machine -- Pruned Random Forests for Effective and Efficient Financial Data Analytics -- Foreign Currency Exchange Rate Prediction Using Long Short Term Memory -- Natural Language Processing (NLP) for Exploring Culture in Finance: Theory and Applications -- PART 3. TECHNOLOGY DRIVEN FINANCE -- Financial Networks: A Review of Models and the Use of Network Similarities -- Optimization of Regulatory Economic-Capital Structured Portfolios: Modeling Algorithms, Financial Data Analytics and Reinforcement Machine Learning in Emerging Markets -- Transforming Insurance Business with Data Science -- A General Cyber Hygiene Approach for Financial Analytical Environment.
    Contained By: Springer Nature eBook
    標題: Finance - Data processing. -
    電子資源: https://doi.org/10.1007/978-3-030-83799-0
    ISBN: 9783030837990
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