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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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0111 · Mar 202019922001200920172026
2 results for “Delphi”
Application of AI in Credit Risk Scoring for Small Business Loans: A case study on how AI-based random forest model improves a Delphi model outcome in the case of Azerbaijani SMEsq-fin.RM

AI random forest model improves credit risk scoring for Azerbaijani SMEs.

problem Improving accuracy in identifying defaulters for SME loans.
method Used Python to compare a Delphi model with a random forest model, measuring accuracy, precision, recall, and F-1 scores.
result Significant improvements in model performance (e.g., from 0.69 to 0.83 in accuracy).
AICredit RiskSMEsRandom ForestDelphi
2024-10-05abs ↗pdf ↗
Sustainable Banking; Evaluation of the European Business Modelsq-fin.GN

Study evaluates sustainability of European banks using a new model.

problem Lack of a framework to evaluate sustainability of banking business models.
method Delphi-Analytic Hierarchy Process method to develop and assess the model.
result Norwegian and German banks have higher sustainability of their business models.
sustainable bankingbusiness model evaluationEuropean banksDelphi methodAnalytic Hierarchy Process
2020-03-18abs ↗pdf ↗