Search Results - subject:"Data mining."

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, … - 2025

, 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

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

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

Beyond digital transformation : a multi-mixed methods study on big data analytics capabilities and innovation in enhancing organizational performance

Orero-Blat, Maria; Palacios Marqués, Daniel; … - In: Review of managerial science : RMS 19 (2025) 2, pp. 649-685

Persistent link: https://www.econbiz.de/10015194569

Intelligent policy framework : natural resource conservation, knowledge and big data analytics

Xiao, Nina; Qu, Xianhe - In: Journal of innovation & knowledge : JIK 10 (2025) 2, pp. 1-10

In today's context of escalating environmental pressure, traditional methods of natural resource conservation face numerous challenges. The use of big data analytics to support the formulation of environmental policies has become a crucial approach for enhancing the efficiency and scientific...

Persistent link: https://www.econbiz.de/10015331637

Do P2P borrowers improve the quality of information disclosure? : an analysis with text mining on loan descriptions

Chen, Yuan; Feng, Ji; Li, Xun; Yu, Shijie - In: International studies of economics 20 (2025) 1, pp. 23-42

Most of peer-to-peer (P2P) online borrowers are small business managers. The learning behavior of borrowers in the P2P market is rarely studied. The aim of this paper is to identify the existence of borrowers' learning behavior in the P2P market using a large sample from renrendai.com, which is...

Persistent link: https://www.econbiz.de/10015371227