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Novel Financial Applications of Machine Learning and Deep Learning: Algorithms, Product Modeling, and Applications (International Series in Operations Research & Management Science)

SKU: 9783031185519

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Novel Financial Applications of Machine Learning and Deep Learning: Algorithms, Product Modeling, and Applications (International Series in Operations Research & Management Science), Phu Le Vo, 9783031185519

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Part 1: Recent Developments in FinTech.- 1. FinTech Risk Management and Monitoring.- 2. Digital Transformation of Supply Chain with Supportive Culture in Blockchain Environment.- 3. Integration of Artificial Intelligence Technology in Management Accounting Information System – An Empirical Study.- 4. The Impact of Big Data on Accounting Practices: Empirical Evidence from Africa.- Part 2: Financial Risk Prediction using Machine Learning.- 5. Using Outlier Modification Rule for Improvement of the Performance of Classification Algorithms in the Case of Financial Data.- 6. Default Risk Prediction Based on Support Vector Machine and Logit Support Vector Machine.- 7. Predicting Corporate Failure using Ensemble Extreme Learning Machine.- 8. Assessing and Predicting Small Enterprises’ Credit Ratings: A Multicriteria Approach.- Part 3: Financial Time-Series Forecasting.- 9. An Ensemble LGBM (Light Gradient Boosting Machine) Approach for Crude Oil Price Prediction.- 10. Model Development for Predicting the Crude Oil Price: Comparative Evaluation of Ensemble and Machine Learning Methods.- part 4: Emerging Technologies in Financial Education and Healthcare.- 11. Discovering the Role of M-learning among Finance Students: The Future of Online Education.- 12. Exploring the Role of Mobile Technologies in Higher Education: The Impact of Online Teaching on Traditional Learning.-13. Knowledge Mining from Health Data: Application of Feature Selection Approaches.

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