Novel Financial Applications of Machine Learning and Deep Learning

Edited by Mohammad Zoynul Abedin () and Petr Hajek ()

in International Series in Operations Research and Management Science from Springer, currently edited by Camille C. Price, Joe Zhu and Frederick S. Hillier

Date: 2023
ISBN: 978-3-031-18552-6
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Chapters in this book:

FinTech Risk Management and Monitoring

Morshadul Hasan and Ariful Hoque

Digital Transformation of Supply Chain with Supportive Culture in Blockchain Environment

Shakila Akter, Mohammad Samiul Haque, Ashrafuzzaman Sohag, Md. Jahangir Alam Siddikee and Mohammad Zoynul Abedin

Integration of Artificial Intelligence Technology in Management Accounting Information System: An Empirical Study

Emon Kalyan Chowdhury

The Impact of Big Data on Accounting Practices: Empirical Evidence from Africa

Mandella Osei-Assibey Bonsu, Naheed Roni and Yongsheng Guo

Using Outlier Modification Rule for Improvement of the Performance of Classification Algorithms in the Case of Financial Data

Md. Rabiul Auwul, Md. Ajijul Hakim, Fahmida Tasnim Dhonno, Nusrat Afrin Shilpa, Ashrafuzzaman Sohag and Mohammad Zoynul Abedin

Default Risk Prediction Based on Support Vector Machine and Logit Support Vector Machine

Fahmida-E-Moula, Nusrat Afrin Shilpa, Preity Shaha, Petr Hajek and Mohammad Zoynul Abedin

Predicting Corporate Failure Using Ensemble Extreme Learning Machine

David Veganzones

Assessing and Predicting Small Enterprises’ Credit Ratings: A Multicriteria Approach

Baofeng Shi

An Ensemble LGBM (Light Gradient Boosting Machine) Approach for Crude Oil Price Prediction

Sad Wadi Sajid, Mahmudul Hasan, Md. Fazle Rabbi and Mohammad Zoynul Abedin

Model Development for Predicting the Crude Oil Price: Comparative Evaluation of Ensemble and Machine Learning Methods

Mahmudul Hasan, Ushna Das, Rony Kumar Datta and Mohammad Zoynul Abedin

Discovering the Role of M-Learning Among Finance Students: The Future of Online Education

Armana Hakim Nadi, Syed Far Abid Hossain, Al Mahmud Hasan, Mahbuba Rahman Sofin, Saadman Shabab, Md. Ahmedul Islam Sohan and Chunyun Yuan

Exploring the Role of Mobile Technologies in Higher Education: The Impact of Online Teaching on Traditional Learning

Syed Far Abid Hossain, Armana Hakim Nadi, Rahma Akhter, Md. Ahmedul Islam Sohan, Faiza Tanaz Ahsan, Mahbuba Rahman Shofin, Saadmann Shabab, Tanusree Karmoker and Krishna Paul

Knowledge Mining from Health Data: Application of Feature Selection Approaches

Md. Rabiul Auwul, Md. Ajijul Hakim, Fahmida Tasnim Dhonno, Nusrat Afrin Shilpa and Mohammad Zoynul Abedin

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DOI: 10.1007/978-3-031-18552-6

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