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Computational Economics
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Posts: 5
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Rage Against the Machine or Humans?
https://d.repec.org/n?u=RePEc:rtv:ceisrp:593&r=&r=cmp
Published: February 21, 2025 00:00
We examine how betrayal aversion and ambiguity attitudes influence trust. To disentangle these effects, we use a Trust game and manipulate trustors’ perception of being the intentional recipients of trustees’ betrayal by varying the nature of the latter: a…
A Framework for Multimodal Document Intelligence and Fraud Prevention: Leveraging AI and Machine Learning-Enabled Device for Enhanced Decision-Making (Powered by DeepSeek-R1 and AI Agents)
https://d.repec.org/n?u=RePEc:osf:osfxxx:g5hw7_v1&r=&r=cmp
Published: February 11, 2025 00:00
This paper introduces a novel framework for multimodal document intelligence, designed to enhance fraud prevention across various sectors. The core innovation lies in the integration of advanced AI and ML techniques, including OCR, deep learning, and NLP,…
Machine Learning and the Sustainable Development Goals: Theoretical Insights and Practical Applications
https://d.repec.org/n?u=RePEc:aue:wpaper:2522&r=&r=cmp
Published: February 7, 2025 00:00
Machine Learning (ML) and Artificial Intelligence (AI) have become powerful tools for overcoming complex global challenges in harmony with the Sustainable Development Goals (SDGs) of the United Nations. In this article, we illustrate ML and AI technology's…
Constructing Applicants from Loan-Level Data: A Case Study of Mortgage Applications
https://d.repec.org/n?u=RePEc:fip:fedpwp:99499&r=&r=cmp
Published: February 4, 2025 00:00
We develop a clustering-based algorithm to detect loan applicants who submit multiple applications (“cross-applicants”) in a loan-level dataset without personal identifiers. A key innovation of our approach is a novel evaluation method that does not…
Nowcasting Peru's GDP with Machine Learning Methods
https://d.repec.org/n?u=RePEc:gii:giihei:heidwp01-2025&r=&r=cmp
Published: February 3, 2025 00:00
This paper explores the application of machine learning (ML) techniques to nowcast the monthly year-over-year growth rate of both total and non-primary GDP in Peru. Using a comprehensive dataset that includes over 170 domestic and international predictors,…