اصول بنیادین یادگیری ماشین در مالی و حسابداری ۲۰۲۱
The Essentials of Machine Learning in Finance and Accounting 2021

1. Cover

2. Half Title

3. Series Page

4. Title Page

5. Copyright Page

6. Table of Contents

7. List of figures

8. List of tables

9. Notes on contributors

1 Machine learning in finance and accounting

2 Decision trees and random forests

3 Improving longevity risk management through machine learning

4 Kernel switching ridge regression in business intelligence systems

5 Predicting stock return volatility using sentiment analysis of corporate annual reports

6 Random projection methods in economics and finance

7 The future of cloud computing in financial services: a machine learning and artificial intelligence perspective

8 Prospects and challenges of using artificial intelligence in the audit process

9 Web usage analysis: pillar 3 information assessment in turbulent times

10 Machine learning in the fields of accounting, economics and finance: the emergence of new strategies

11 Handling class imbalance data in business domain

12 Artificial intelligence (AI) in recruiting talents: recruiters’ intention and actual use of AI

22. Index