Nos derniers articles

2 résultats pour « algorithm »

Need for Artificial Intelligence (Ai) to Be Explainable in Banking and Finance

29 août 2023 Autre, ai, riskassessment, banking, decisionmaking, ethical, transparency, frauddetection, xai, fairness, algorithm, accountability

The essential role of #ai in #banking holds promise for efficiency, but faces challenges like the opaque "black box" issue, hindering #fairness and #transparency in #decisionmaking #algorithms. Substituting AI with Explainable AI (#xai) can mitigate this problem, ensuring #accountability and #ethical standards. Research on XAI in finance is extensive but often limited to specific cases like #frauddetection and credit #riskassessment.

Do Finance Researchers Address Sample Size Issues? – A Bayesian Inquiry in the AI Era.

2 juin 2023 Autre, probability, bayesian, finance, financial, bigdata, statistics, research, statistical, algorithm, conditional

Traditional #statistical and #algorithm-based methods used to analyze #bigdata often overlook small but significant evidence. #bayesian #statistics, driven by #conditional #probability, offer a solution to this challenge. The review identifies two main applications of Bayesian statistics in #finance: prediction in financial markets and credit risk models. The findings aim to provide valuable insights for researchers aiming to incorporate Bayesian methods and address the sample size issue effectively in #financial #research.

Une question ? Une collaboration ?
Contactez‑nous dès aujourd'hui

Nom

Téléphone

E-Mail

Message

Votre message a bien été envoyé

Metametris
6 rue d’Armaillé
75017 - Paris

du lundi au vendredi
de 8h à 18h

06 07 91 04 29