Integrated Computational Intelligence for Predictive Analytics and Market Structuring
preprint
OA: closed
CC-BY-4.0
Abstract
This paper explores the application of integrated computational intelligence techniques to address challenges in predictive analytics and market structuring. A hybrid approach, combining convolutional neural networks (CNN) with fuzzy logic, is employed for enhanced forecasting in financial markets and sales. Self-organizing maps (SOM) are utilized for customer segmentation. The methodology demonstrates the efficacy of these combined AI methods for improving decision-making across diverse business domains.
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- europepmc
- last seen: 2026-05-20T01:45:00.602351+00:00
- unpaywall
- last seen: 2026-05-22T02:00:06.705733+00:00
License: CC-BY-4.0