Design of financial data analysis and visualization system combining fuzzy c-means and convolutional neural network

With the growing volume and complexity of financial data, traditional analysis methods struggle to address high-dimensional, uncertain, and unstructured data effectively. This study proposes a novel hybrid model that combines fuzzy C-means (FCM) clustering with convolutional neural networks (CNN) to...

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Bibliographic Details
Main Author: Tianxia Li
Format: Article
Language:English
Published: Elsevier 2025-12-01
Series:Systems and Soft Computing
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772941925001279
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