[KIRJA][B] Powering the digital economy: Opportunities and risks of artificial intelligence in finance

EB Boukherouaa, MG Shabsigh, K AlAjmi, J Deodoro… - 2021 - books.google.com
This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and
machine learning (ML) in the financial sector. It highlights the benefits these technologies …

Machine learning applications in central banking

D Araujo, G Bruno, J Marcucci… - Journal of AI …, 2023 - ingentaconnect.com
Central banks are deploying machine learning (ML) across a variety of use cases, reflecting
its potential and usefulness in dealing with an increasingly complex environment. The new …

Big data analytics implications on central banking green technological progress

EM Ahmed - International Journal of Information Technology & …, 2024 - World Scientific
This paper examines big data analytics implications on the central banking financial
system's technological progress. A digital technological progress framework and model is …

[PDF][PDF] An interpretable machine learning workflow with an application to economic forecasting

M Buckmann, A Joseph, H Robertson - International Journal of Central …, 2023 - ijcb.org
Predictive machine learning models are increasingly being used at decisionmaking
institutions, such as central banks, governments, and international institutions (Doerr …

[PDF][PDF] Artificial intelligence, fintech and challenges to central banks

M Vučinić, R Luburić - Journal of Central Banking Theory and Practice, 2024 - sciendo.com
Technological development particularly boosted by artificial intelligence (AI) has substantial
potential to transform many aspects of human lives and the way doing businesses. On the …

Big data in Asian central banks

G Cornelli, S Doerr, L Gambacorta… - Asian Economic Policy …, 2022 - Wiley Online Library
The present paper reviews the use of big data in Asian central banks, leveraging on a
survey conducted by the Irving Fischer Committee on Central Bank Statistics (IFC) of the …

AI meets narratives: the state and future of research on expectation formation in economics and sociology

E Svetlova - Socio-Economic Review, 2022 - academic.oup.com
This article presents contemporary concepts of economic beliefs in economics and
sociology:(a) behavioural accounts;(b) learning;(c) narrative approaches; and (d) Science …

Negotiating currency internationalization: An infrastructural analysis of the digital RMB

H Deng - Finance and Society, 2024 - cambridge.org
In what ways might the digital renminbi (RMB), also known as e-CNY, bolster China's efforts
to internationalize its currency? Utilizing Susan Strange's concept of currency negotiation …

Nowcasting consumer price inflation using high-frequency scanner data: Evidence from Germany

GW Beck, K Carstensen, JO Menz, R Schnorrenberger… - 2024 - papers.ssrn.com
We study how millions of granular and weekly household scanner data combined with
machine learning can help to improve the real-time nowcast of German inflation. Our …

[HTML][HTML] Opening a new era with machine learning in financial services? Forecasting corporate credit ratings based on annual financial statements

M Pamuk, M Schumann - International Journal of Financial Studies, 2023 - mdpi.com
Corporate credit ratings provide multiple strategic, financial, and managerial benefits for
decision-makers. Therefore, it is essential to have accurate and up-to-date ratings to …