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An ensemble machine learning approach for forecasting credit risk of agricultural SMEs’ investments in agriculture 4.0 through supply chain finance

https://doi.org/10.1007/s10479-021-04366-9
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Outgoing claims: the papers this work cites, builds on, or argues with.

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What points at this work

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Exploring the Financing Challenges of Guangxi Agricultural SMEs in China on the NEEQ Using a Regression Modelling FrameworkExploring the Financing Challenges of Guangxi Agricultural SMEs in China on the NEEQ Using a Regression Modelling Framework
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AI-enabled Coal Supply Chain Financial Credit Assessment and Loan Optimization Based on Multi-source Data Fusion
inferred← citeshttps://doi.org/10.1145/3762249.3762267openalex-snapshot
Research on the Construction of Supply Chain Financial Credit Risk Management Model Based on Machine Learning
inferred← citeshttps://doi.org/10.1145/3766918.3766949openalex-snapshot
Intelligent Credit Risk Assessment for Small and Medium Enterprises Based on Multi-dimensional Data Fusion
inferred← citeshttps://doi.org/10.1145/3800000.3800128openalex-snapshot
Fin-multitrans: Pattern recognition of social media financial investors using multimodal transformers
inferred← citeshttps://doi.org/10.1155/2022/3272603openalex-snapshot
Big Data Analytics and Discrete Choice Model for Enterprise Credit Risk Early Warning Algorithm
inferred← citeshttps://doi.org/10.1177/21582440251343367openalex-snapshot
Research on Agricultural Supply Chain Coordination Considering Financial Constraints Under Blockchain Technology
inferred← citeshttps://doi.org/10.1186/s40854-024-00668-6openalex-snapshot
FinTech: a literature review of emerging financial technologies and applications
inferred← citeshttps://doi.org/10.1186/s40854-024-00695-3openalex-snapshot
Domain adaptation-based multistage ensemble learning paradigm for credit risk evaluation
inferred← citeshttps://doi.org/10.1186/s40854-025-00796-7openalex-snapshot
Profit-oriented loan default prediction for the financial industry: a fusion framework with interpretability
inferred← citeshttps://doi.org/10.12677/ecl.2024.1341802openalex-snapshot
Research on Credit Risk Assessment of Green Credit Based on Logistic Regression
inferred← citeshttps://doi.org/10.1371/journal.pone.0306724openalex-snapshot
Credit risk contagion of supply chain finance: An empirical analysis of supply chain listed companies
inferred← citeshttps://doi.org/10.2139/ssrn.5077680openalex-snapshot
Exploring Small and Medium-Sized Enterprises (Smes) Transport Mode Selection in Rice Supply Chain
inferred← citeshttps://doi.org/10.2139/ssrn.5219745openalex-snapshot
Ai-Driven Financial Technology Mitigates Agricultural Supply Chain Risks
inferred← citeshttps://doi.org/10.2139/ssrn.5219746openalex-snapshot
Ai-Driven Financial Technology Mitigates Agricultural Supply Chain Risks
inferred← citeshttps://doi.org/10.2139/ssrn.5377754openalex-snapshot
From Barriers to Solutions: Collaborative Financing Pathways for Climate-Resilient Agri-SMES in India
inferred← citeshttps://doi.org/10.22219/jes.v9i1.31601openalex-snapshot
Capturing the Potential Implementation of Islamic Financing with Supply Chain Finance Model Fisheries Sector in Belitung
inferred← citeshttps://doi.org/10.32535/jicp.v6i1.2236openalex-snapshot
Corn Supply Chain in Central Java Province: Marketing Channel Efficiency and Chain Institutional Performance Approach
inferred← citeshttps://doi.org/10.3389/fnut.2025.1677104openalex-snapshot
The impact of modern agricultural technology promotion and adoption on agri-food system resilience
inferred← citeshttps://doi.org/10.3389/frai.2023.1213330openalex-snapshot
Mobile robotics in smart farming: current trends and applications
inferred← citeshttps://doi.org/10.3390/app12031487openalex-snapshot
A Blockchain and Metaheuristic-Enabled Distributed Architecture for Smart Agricultural Analysis and Ledger Preservation Solution: A Collaborative Approach
inferred← citeshttps://doi.org/10.3390/jrfm19090723openalex-snapshot
A Machine Learning Framework for Predicting Tax Payment Arrears: Comparative Model Evaluation and Shapley-Value Interpretability
inferred← citeshttps://doi.org/10.3390/land13111758openalex-snapshot
Feasibility of Low-Code Development Platforms in Precision Agriculture: Opportunities, Challenges, and Future Directions
inferred← citeshttps://doi.org/10.3390/risks10010017openalex-snapshot
Financial Risk Management for Sustainable Agricultural Development Based on Corporate Social Responsibility in the Interests of Food Security
inferred← citeshttps://doi.org/10.3390/risks11040077openalex-snapshot
Optimizing Pension Participation in Kenya through Predictive Modeling: A Comparative Analysis of Tree-Based Machine Learning Algorithms and Logistic Regression Classifier
inferred← citeshttps://doi.org/10.3390/su141912836openalex-snapshot
Farmers’ Credit Risk Assessment Based on Sustainable Supply Chain Finance for Green Agriculture
inferred← citeshttps://doi.org/10.3390/su17125456openalex-snapshot
Predicting Prices of Staple Crops Using Machine Learning: A Systematic Review of Studies on Wheat, Corn, and Rice
inferred← citeshttps://doi.org/10.3390/su18189321openalex-snapshot
Do Agricultural Subsidy Profiles Signal Bank-Authorized Lending? A Two-Stage Interpretable Machine Learning Analysis of Credit Access and Allocation
inferred← citeshttps://doi.org/10.3390/systems13020068openalex-snapshot
Financing Mechanisms and Preferences of Technology-Driven Small- and Medium-Sized Enterprises in the Digitalization Context
inferred← citeshttps://doi.org/10.3390/systems13100892openalex-snapshot
Stacked Ensemble Model with Enhanced TabNet for SME Supply Chain Financial Risk Prediction
inferred← citeshttps://doi.org/10.37394/23207.2026.23.30openalex-snapshot
Challenges to Sustainable and Responsible Management of Agricultural Enterprises: Financing Specifics
inferred← citeshttps://doi.org/10.3846/bm.2023.1019openalex-snapshot
Social innovation as an incentive for the digital transformation of agri-food companies in CEE
inferred← citeshttps://doi.org/10.3934/math.2024049openalex-snapshot
A novel profit-based validity index approach for feature selection in credit risk prediction
inferred← citeshttps://doi.org/10.4018/ijitsa.418775openalex-snapshot
Credit Risk Prediction of Consumer Finance in Digital Economy Based on DeepFM Algorithm Under the Background of Green Economy
inferred← citeshttps://doi.org/10.46572/naturengs.1475626openalex-snapshot
Hybrid ConvLSTM Model for Evaluating the Performance of SMEs in The Software Sector
inferred← citeshttps://doi.org/10.47115/bsagriculture.1339319openalex-snapshot
Agricultural Investment Accounting: A Case Study of an Enterprise in The Thrace Region
inferred← citeshttps://doi.org/10.53479/29594openalex-snapshot
Machine Learning methods in climate finance: a systematic review
inferred← citeshttps://doi.org/10.54691/bcpbm.v48i.5247openalex-snapshot
Corporate Credit Risk Rating Model Based on Financial Big Data
inferred← citeshttps://doi.org/10.55195/jscai.1757092openalex-snapshot
Hybrid Deep Learning Model for Predicting the Contribution of SMEs to the Economy: A Case Study for Turkey
inferred← citeshttps://doi.org/10.55343/cogsust.45openalex-snapshot
Agricultural and rural digitalisation in regional sustainable development: A comparative study between China and the European Union
inferred← citeshttps://doi.org/10.55643/fcaptp.3.44.2022.3774openalex-snapshot
ECONOMIC MECHANISM OF STATE REGULATION OF THE INVESTMENT ACTIVITY IN AGRICULTURE
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