Search Results - subject:"Data mining"

Data-driven circularity in the aerospace sector : a research perspective on cognitive MRO and generative design

Keivanpour, Samira - 2026

Persistent link: https://www.econbiz.de/10015613597

Measuring economic outlook in the news

Beck, Elliot; Eckert, Franziska; Kühne, Linus; … - 2026

Persistent link: https://www.econbiz.de/10015615555

Adaptive credit card fraud detection : reinforcement learning agents vs. anomaly detection techniques

Mekhlouf, Houda Ben; Moussaid, Abdellatif; Ghanimi, Fadoua - In: FinTech 5 (2026) 1, pp. 1-17

Credit card fraud detection remains a critical challenge for financial institutions, particularly due to extreme class imbalance and the continuously evolving nature of fraudulent behavior. This study investigates two complementary approaches: anomaly detection based on multivariate normal...

Persistent link: https://www.econbiz.de/10015628709

Integration of data analytics and data mining for machine failure mitigation and decision support in metal-mechanical industry

Araújo, Sidnei Alves de; Bomfim, Silas Luiz; … - In: Logistics 9 (2025) 3, pp. 1-16

data mining methods to proactively predict and mitigate such failures. This study aims to develop and validate a … comprehensive framework combining data analytics and data mining to prevent machine failures and support decision-making in a metal …

Persistent link: https://www.econbiz.de/10015492745

Triadic concept analysis for insights extraction from longitudinal studies in health

Santos, João Pedro; Silva, Atílio Ferreira; Mendes, … - In: Data science and management : DSM 8 (2025) 2, pp. 160-173

In the health field, longitudinal studies involve the recording of clinical observations of the same sample of patients over successive periods, referred to as waves. This type of database serves as a valuable source of information and insights, particularly when examining the temporal aspect,...

Persistent link: https://www.econbiz.de/10015455582

Social media and logistics : uncovering challenges and solutions through YouTube data

Naganawa, Hisatoshi; Hirata, Enna - In: Logistics 9 (2025) 2, pp. 1-21

Background: Logistics challenges, such as driver shortages, are a major global issue, with many countries struggling to find effective solutions. YouTube, as a social networking platform, has a growing user base and is increasingly used not only for entertainment but also for social interaction,...

Persistent link: https://www.econbiz.de/10015437415

A new probability forecasting model for cotton yarn futures price volatility with explainable AI and big data

Xia, Huosong; Hou, Xiaoyu; Zhang, Zuopeng; Abedin, … - In: Journal of forecasting 44 (2025) 1, pp. 112-135

Persistent link: https://www.econbiz.de/10015373998

Data mining for the adjustment of credit scoring models in solidarity economy entities : a methodology for addressing class imbalances

Bermudez Vera, Ivan Mauricio; Restrepo, Jaime Mosquera; … - In: Risks : open access journal 13 (2025) 2, pp. 1-16

. Data mining techniques are applied to address class imbalances, redefining the term "default" to include external credit …

Persistent link: https://www.econbiz.de/10015333680

Modeling a sustainable decision support system for banking environments using rough sets : a case study of the Egyptian Arab Land Bank

Elnagar, Mohamed A.; Aty, Jaber Abdel; Elhady, … - In: International Journal of Financial Studies : open … 13 (2025) 1, pp. 1-24

, data mining has become essential for banks to optimally utilize available data. From January 2023 to July 2024, data from … the Egyptian Arab Land Bank (EALB) were analyzed using data mining techniques, including rough set theory and the Weka … total units) as having the highest marketing potential. This study highlights data mining's role in enhancing marketing for …

Persistent link: https://www.econbiz.de/10015338327

Emerging trends in tax fraud detection using artificial intelligence-based technologies

Alm, James; Belahouaoui, Rida - 2025

Persistent link: https://www.econbiz.de/10015619641