[HTML][HTML] An ensemble machine learning based bank loan approval predictions system with a smart application

N Uddin, MKU Ahamed, MA Uddin, MM Islam… - International Journal of …, 2023 - Elsevier
Banks rely heavily on loans as a primary source of revenue; however, distinguishing
deserving applicants who will reliably repay loans presents an ongoing challenge …

Fintech and banking: an overview

T Walker, E Nikbakht, M Kooli - … how financial innovation is transforming the …, 2023 - Springer
Since the turn of the century, emerging technologies such as artificial intelligence,
blockchain, cloud computing, big data, and the Internet of Things (jointly, often referred to as …

Analyzing the impact of loan features on bank loan prediction using R andom F orest algorithm

D Dansana, SGK Patro, BK Mishra… - Engineering …, 2024 - Wiley Online Library
Loans are a crucial source of income for the financial sector, but they also come with
significant financial risks. The interest on loans constitutes a significant portion of a bank's …

[PDF][PDF] Analysis of loan availability using machine learning techniques

S Dosalwar, K Kinkar, R Sannat… - International Journal of …, 2021 - researchgate.net
In the banking system, banks have a variety of products to provide, but credit lines are their
primary source of revenue. As a result, they will profit from the interest earned on the loans …

Loanification-loan approval classification using machine learning algorithms

K Gupta, B Chakrabarti, AA Ansari… - Proceedings of the …, 2021 - papers.ssrn.com
Banks and other financial corporations have been in the business of lending since the past
century. An essential requirement to sustain oneself in such a business is meticulous …

[PDF][PDF] Customer relationship management: Two dataset comparison in perspective of bank loan approval using machine learning techniques

DK Singh, N Goel - Journal of Theoretical and Applied Information …, 2023 - jatit.org
One of the main goals of any banking industry that wants to last for a long time is to become
profitable. Understanding the customer is necessary for providing services and products to …

Recommendations on Financial Models for Stock Price Prediction

P Banerjee, R Nayak - SN Computer Science, 2024 - Springer
Stock market prediction greatly influences the economy of a country. Financial analysts
estimate the subsequent future prices of stocks by analyzing the current stock market …

Fintech and Sustainability: An Overview

T Walker, HJ Turtle, M Kooli, E Nikbakht - Fintech and Sustainability: How …, 2023 - Springer
Financial institutions have, in recent years, increasingly begun to rely on the use of financial
technologies (fintech) to provide more efficient and convenient services. Adapting to fintech …

[PDF][PDF] Comparative study of Machine learning techniques for loan fraud prediction

R Tshivhidzo - 2022 - wiredspace.wits.ac.za
Loan fraud is a major and growing problem. Due to this problem, millions of amounts are lost
yearly. There has been a significant amount of research on fraud prediction. However, there …

A Comparative Performance Assessment for Prediction of Loan Approval in Financial Sector

L HOTA - 2023 - researchsquare.com
Loans are assets that generate income in terms of interest to banks. Lending a loan to a
customer creates credit and liability for the bankas well as the customer. The profit and loss …