Artificial intelligence applications in finance: a survey

X Li, A Sigov, L Ratkin, LA Ivanov… - Journal of Management …, 2023 - Taylor & Francis
Finance is in our daily life. We invest, borrow, lend, budget, and save money. Finance also
provides guidelines for corporation and government spending and revenue collection …

Exploring local explanation of practical industrial AI applications: A systematic literature review

TTH Le, AT Prihatno, YE Oktian, H Kang, H Kim - Applied Sciences, 2023 - mdpi.com
In recent years, numerous explainable artificial intelligence (XAI) use cases have been
developed, to solve numerous real problems in industrial applications while maintaining the …

The dark side of artificial intelligence in services

D Belanche, RW Belk, LV Casaló… - The Service Industries …, 2024 - Taylor & Francis
Artificial intelligence (AI) initiatives, including Generative AI, are being increasingly
implemented in service industries, and are having a great impact on service operations and …

Blockchain and Artificial Intelligence (AI) integration for revolutionizing security and transparency in finance

N Rane, S Choudhary, J Rane - Available at SSRN 4644253, 2023 - papers.ssrn.com
The convergence of Blockchain technology and Artificial Intelligence (AI) is exerting a
transformative influence, ushering in a new epoch of security and transparency within the …

Toward interpretable credit scoring: integrating explainable artificial intelligence with deep learning for credit card default prediction

FM Talaat, A Aljadani, M Badawy… - Neural Computing and …, 2024 - Springer
In recent years, the increasing prevalence of credit card usage has raised concerns about
accurately predicting and managing credit card defaults. While machine learning and deep …

Industry 4.0 transformation: Analysing the impact of artificial intelligence on the banking sector through bibliometric trends

AG Manta, RM Bădîrcea, NM Doran, G Badareu… - Electronics, 2024 - mdpi.com
The importance of artificial intelligence in the banking industry is reflected in the speed at
which financial institutions are adopting and implementing AI solutions to improve their …

Explainable Artificial Intelligence (XAI) approaches for transparency and accountability in financial decision-making

N Rane, S Choudhary, J Rane - Available at SSRN 4640316, 2023 - papers.ssrn.com
Recently, there has been a growing trend in incorporating Artificial Intelligence (AI) into
financial decision-making, prompting concerns about the transparency and accountability of …

[HTML][HTML] Optimized financial planning: Integrating individual and cooperative budgeting models with llm recommendations

I de Zarzà, J de Curtò, G Roig, CT Calafate - AI, 2023 - mdpi.com
In today's complex economic environment, individuals and households alike grapple with
the challenge of financial planning. This paper introduces novel methodologies for both …

Promoting sustainability in finance with AI: A review of current practices and future potential

AT Oyewole, OB Adeoye, WA Addy, CC Okoye… - World Journal of …, 2024 - wjarr.co.in
This study explores the transformative integration of Artificial Intelligence (AI) into
sustainable finance, highlighting its potential to redefine financial practices in alignment with …

Explainable ai frameworks: Navigating the present challenges and unveiling innovative applications

NA Sharma, RR Chand, Z Buksh, ABM Ali, A Hanif… - Algorithms, 2024 - mdpi.com
This study delves into the realm of Explainable Artificial Intelligence (XAI) frameworks,
aiming to empower researchers and practitioners with a deeper understanding of these …