Search Results - subject:"Financial Analytics"

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A reinforcement learning and predictive analytics approach for enhancing credit assessment in manufacturing

Razaque, Abdul; Beishenaly, Aliya; Kalpeyeva, Zhuldyz; … - 2025

The fundamental issue with a credit system for manufacturers and importers of commodities is inefficient credit assessment. Traditional techniques frequently produce inaccurate risk assessments and credit scores, resulting in financial losses for lenders, missing business growth possibilities,...

Persistent link: https://www.econbiz.de/10015420272

An analytical approach to credit risk assessment using machine learning models

Machado, Marcos R.; Chen, Daniel Tianfu; Osterrieder, … - 2025

This study presents a novel Early Warning System for monitoring the credit risk of commercial customers at a large international bank headquartered in the Netherlands. Traditional early warning methods often rely on backward-looking indicators such as probability of default or loss given...

Persistent link: https://www.econbiz.de/10015506690

Roleplay and interpersonal skills self-efficacy in a financial analytics course

Cong, Ling Mei - In: Handbook of Big Data and Analytics in Accounting and …, (pp. 395-413). 2023

Persistent link: https://www.econbiz.de/10013555632

Essays on Financial Analytics : Applications and Methods

Alphonse, Pascal (ed.); Bouaiss, Karima (ed.); … - 2023

Advanced Approach to Algorithmic Portfolio Management -- Financial analytics and decision-making strategies: future prospects …This book covers recent research advances, methods and techniques, applications and projects in financial analytics … financial analytics that assess financial stability and sustainability. Written for researchers and practitioners alike, the …

Persistent link: https://www.econbiz.de/10014331005

The role of financial analytics in decision-making for better firm performance

Rangasamy, Sangeetha; Rajamohan, Kavitha; Janardhanan, … - In: Analytics Enabled Decision Making, (pp. 139-169). 2023

Persistent link: https://www.econbiz.de/10014302865

Financial analytics and decision-making strategies : future prospects from Bibliometrix based on R package

Ragazou, Konstantina; Passas, Ioannis; Garefalakis, … - In: Essays on Financial Analytics : Applications and Methods, (pp. 159-173). 2023

Persistent link: https://www.econbiz.de/10014338838