Novel Financial Applications of Machine Learning and Deep Learning
portes grátis
Novel Financial Applications of Machine Learning and Deep Learning
Algorithms, Product Modeling, and Applications
Abedin, Mohammad Zoynul; Hajek, Petr
Springer International Publishing AG
03/2023
231
Dura
Inglês
9783031185519
15 a 20 dias
Descrição não disponível.
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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Financial Applications;Machine Learning;Deep Learning;Algorithms;Product Modeling
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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
