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Multi-Criteria Financial Screening Under Data Uncertainty: An LLM-Extraction and Min–Max TOPSIS Approach for SMEs

Small and medium enterprises routinely face a paradox in financial monitoring: their accounting documents exist, but the cost of converting heterogeneous PDFs into timely financial signals is prohibitive without dedicated analytical staff or specialized software. This paper presents a two-layer arti...

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Main Authors: Vinicius Minatogawa, Mitsuyoshi Fukushi, Jose Garcia, Jorge Rojas, Jose Gornall, Alfredo Angulo, Jefferson Pinto
Format: Artigo
Language:Inglês
Published: MDPI AG 2026-06-01
Series:Mathematics
Subjects:
design science research
large language models
prompt engineering
TOPSIS
construction SME
financial screening
Online Access:https://www.mdpi.com/2227-7390/14/12/2217
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