Search Results - subject:"artificial intelligence"

Causal effects and optimal policy learning for intensive care unit discharge decisions to solve hospital process bottlenecks : approach, methods, and first results

Vogel, Justus; Cordier, Johannes; Filipovic, Miodrag - 2025

Intensive care units (ICUs) operate with fixed capacities and face uncertainty such as demand variability, leading to demand-driven, early discharges to free up beds. These discharges can increase ICU readmission rates, negatively impacting patient outcomes and aggravating ICU bottleneck...

Persistent link: https://www.econbiz.de/10015386642

Asset demand systems via data augmentation : competition and differentiation in asset management

Handziuk, Yurii - 2025

Persistent link: https://www.econbiz.de/10015410301

Comparing the effectiveness of machine learning and deep learning models in student credit scoring : a case study in Vietnam

Nguyen Thi Hong Thuy; Nguyen Thi Vinh Ha; Nguyen Nam Trung - In: Risks : open access journal 13 (2025) 5, pp. 1-26

In emerging markets like Vietnam, where student borrowers often lack traditional credit histories, accurately predicting loan eligibility remains a critical yet underexplored challenge. While machine learning and deep learning techniques have shown promise in credit scoring, their comparative...

Persistent link: https://www.econbiz.de/10015408936

Historical perspectives in volatility forecasting methods with machine learning

Qiu, Zhiang; Kownatzki, Clemens; Scalzo, Fabien; Cha, … - In: Risks : open access journal 13 (2025) 5, pp. 1-24

indicators to investor sentiments. While recent works show promising advances in machine learning and artificial intelligence for …

Persistent link: https://www.econbiz.de/10015408938

The role of digital financial services in narrowing the gender gap in low-middle-income economies : a Bayesian machine learning approach

Galindo-Manrique, Alicia Fernanda; Rojas-Vargas, Nuria … - In: Risks : open access journal 13 (2025) 5, pp. 1-22

Women in emerging economies face unique constraints rooted in cultural norms, socio-economic disparities, and limited access to education and technology. Narrowing the digital gender gap by ensuring access to financial services may reduce the economic inequalities for women in these countries....

Persistent link: https://www.econbiz.de/10015408940

The impact of artificial intelligence on individual manual investment decisions : empirical evidence from mutual funds

Guo, Yue; Tong, Siliang; Chen, Tao; Kumar, Subodha; … - 2025

Persistent link: https://www.econbiz.de/10015408781

AI technology for developing Bitcoin investment strategies based on altcoin trends

Martínez, Raúl Gómez; Medrano-Garcia, Mara Luisa - In: Sustainable technology and entrepreneurship 4 (2025) 1, pp. 1-11

Artificial Intelligence (AI) models. The sample of daily observations covers from January 2020 to February 2023, and the … that the return of altcoins anticipates the evolution of Bitcoin. We train an artificial intelligence model in which the …

Persistent link: https://www.econbiz.de/10015409054

Communication and collusion in oligopoly experiments : a meta-study using machine learning

Andres, Maximilian; Bruttel, Lisa Verena - 2025

While an influential body of economic literature shows that allowing for communication between firms increases collusion in oligopolies, so far we have only anecdotal evidence on the precise communication content that helps firms to coordinate their behavior. In this paper, we conduct a...

Persistent link: https://www.econbiz.de/10015410529

Examine the factors influencing the behavioral intention to use social commerce adoption and the role of AI in SC adoption

Sadiq, Shahzad; Kaiwei, Jia; Aman, Ihsan; Mansab, Muhammad - In: European research on management and business economics 31 (2025) 1, pp. 1-13

. Furthermore, it examines how artificial intelligence is used to adapt social commerce. This study uses UTAUT2 and Social Cognitive …

Persistent link: https://www.econbiz.de/10015410554

An empirical study on the use of artificial intelligence in the banking sector of Indonesia by extending the TAM model and the moderating effect of perceived trust

Ikhsan, Ridho Bramulya; Fernando, Yudi; Prabowo, Hartiwi; … - In: Digital business 5 (2025) 1, pp. 1-19

Artificial intelligence technology is increasingly becoming integral in business, and banks need to implement this … technology on a large scale for competitiveness. However, studies on artificial intelligence in the banking sector are limited … adopting artificial intelligence in Indonesia's banking sector. This study proposed nineteen hypotheses and used a technology …

Persistent link: https://www.econbiz.de/10015410503