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Machine Learning Approaches in Financial Analytics

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Cover of 'Machine Learning Approaches in Financial Analytics'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Optimal Execution
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    Chapter 2 Python Stack for Design and Visualization in Financial Engineering
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    Chapter 3 Neurodynamic Approaches to Cardinality-Constrained Portfolio Optimization
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    Chapter 4 Fully Homomorphic Encrypted Wavelet Neural Network for Privacy-Preserving Bankruptcy Prediction in Banks
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    Chapter 5 Tools and Measurement Criteria of Ethical Finance Through Computational Finance
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    Chapter 6 Data Mining Techniques for Predicting the Non-performing Assets (NPA) of Banks in India
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    Chapter 7 Multiobjective Optimization of Mean–Variance-Downside-Risk Portfolio Selection Models
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    Chapter 8 Bankruptcy Forecasting of Indian Manufacturing Companies Post the Insolvency and Bankruptcy Code 2016 Using Machine Learning Techniques
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    Chapter 9 Ensemble Deep Reinforcement Learning for Financial Trading
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    Chapter 10 Bibliometric Analysis of Digital Financial Reporting
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    Chapter 11 The Quest for Financing Environmental Sustainability in Emerging Nations: Can Internet Access and Financial Technology Be Crucial?
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    Chapter 12 A Comprehensive Review of Bitcoin’s Energy Consumption and Its Environmental Implications
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    Chapter 13 Emerging Economies: Volatility Prediction in the Metal Futures Markets Using GARCH Model
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    Chapter 14 Constructing a Broad View of Tax Compliance Intentions Based on Big Data
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    Chapter 15 Influence of Firm-Specific Variables on Capital Structure Decisions: An Evidence from the Fintech Industry
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    Chapter 16 A Weights Direct Determination Neural Network for Credit Card Attrition Analysis
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    Chapter 17 Stock Market Prediction Using Machine Learning: Evidence from India
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    Chapter 18 Realized Stock-Market Volatility: Do Industry Returns Have Predictive Value?
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    Chapter 19 Machine Learning Techniques for Corporate Governance
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    Chapter 20 Machine Learning Approaches for Forecasting Financial Market Volatility
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    Chapter 21 Deep Learning Models in Finance: Past, Present, and Future
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    Chapter 22 New Paradigm in Financial Technology Using Machine Learning Techniques and Their Applications
Attention for Chapter 16: A Weights Direct Determination Neural Network for Credit Card Attrition Analysis
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Chapter title
A Weights Direct Determination Neural Network for Credit Card Attrition Analysis
Chapter number 16
Book title
Machine Learning Approaches in Financial Analytics
Published in
Intelligent Systems Reference Library, January 2024
DOI 10.1007/978-3-031-61037-0_16
Book ISBNs
978-3-03-161036-3, 978-3-03-161037-0
Authors

Katsikis, Vasilios N., Mourtas, Spyridon D., Sahas, Romanos, Balios, Dimitris

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