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Book Cover
E-book
Author Metawa, Noura

Title Artificial Intelligence and Big Data for Financial Risk Management Intelligent Applications
Published Milton : Taylor & Francis Group, 2022

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Description 1 online resource (249 p.)
Series Banking, Money and International Finance Ser
Banking, Money and International Finance Ser
Contents Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Table of Contents -- List of figures -- List of tables -- List of contributors -- 1 Grey Model as a Tool in Dynamic Portfolio Selection: Simple Applications -- 2 Predicting Financial Statement Fraud Using Artificial Neural Networks -- 3 Bank Network Credit Model and Risk Management System Based on Big Data Technology -- 4 Deep Learning in Detecting Financial Statement Fraud: An Application of Deep Neural Network (DNN)
5 Predicting Stock Return Risk and Volatility Using Neural Network: The Case of the Egyptian Stock Exchange -- 6 Operation Analysis of Financial Sharing Center Based on Big Data Sharing Technology: Taking SF Express as an Example -- 7 Optimization Algorithms for Multiple-Asset Portfolios with Machine Learning Techniques: Theoretical Foundations of Optimum and Coherent Economic Capital Structures -- 8 Random Forest and Grey Methodology in Dynamic Portfolio Selection -- 9 The Role of Blockchain in Financial Applications: Architecture, Benefit, and Challenges
10 Using Computer Blockchain Technology to Analyze the Development Trend of China's Modern Financial Industry -- 11 Financial Efficiency Differentiation Based on Data Quantitative Analysis under Big Data Technology -- 12 Optimization Algorithms for Multiple-Asset Portfolios with Machine Learning Techniques: Practical Applications with Forecasting of Optimum and Coherent Economic Capital Structures -- 13 An Overview of Neural Network in Financial Risk Management -- Index
Notes Description based upon print version of record
Subject Finance -- Data processing
Artificial intelligence
Form Electronic book
Author Hassan, M. Kabir
Metawa, Saad
ISBN 9781000645293
1000645290