Most Cited Scholarly Papers on the Application of Advanced AI models

In Finance

IBM Planning Analytics

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Artificial Intelligence in Finance: A Comprehensive Review Through Bibliometric and Content Analysis
Monti, A., & Kizys, R. (2021). Artificial intelligence in finance: A comprehensive review through bibliometric and content analysis. SN Business & Economics, 1(1), 1–28. https://doi.org/10.1007/s43546-021-00011-3

• Models Discussed: SVM, GAN, and CNN
• Key Areas: This paper reviews AI’s role in finance, including the use of SVM for classification, GANs for synthetic data generation, and CNNs for predictive analytics.

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Deep Learning in Finance and Banking: A Literature Review and Classification
Huang, Q., & Yang, S. (2020). Deep learning in finance and banking: A literature review and classification. Frontiers of Business Research in China, 14(1), 1–20. https://doi.org/10.1186/s11782-020-00082-6