SME default prediction: A systematic methodology-focused review

H Cheraghali, P Molnár - Journal of Small Business Management, 2023 - Taylor & Francis
This study reviews the methodologies used in the literature to predict failure in small and
medium-sized enterprises (SMEs). We identified 145 SMEs' default prediction studies from …

Mining semantic features in patent text for financial distress prediction

C Jiang, Y Zhou, B Chen - Technological Forecasting and Social Change, 2023 - Elsevier
Financial distress prediction has been a popular topic over the decades. Most studies have
used accounting features from financial statements to predict financial distress. Compared to …

Credit and Risk Analysis in the Financial and Banking Sectors: An Investigation

G Manoharan, S Durai, GA Rajesh… - Artificial Intelligence for …, 2023 - taylorfrancis.com
This research was carried out in order to conduct credit and risk analysis in the financial and
banking sectors. This analysis is carried out by a credit analyst on the borrowers in order to …

Does Technological Innovation Efficiency Improve the Growth of New Energy Enterprises? Evidence from Listed Companies in China

J Chen, Q Li, P Zhang, X Wang - Sustainability, 2024 - mdpi.com
With the implementation of “carbon peaking and carbon neutrality” in China, new energy
enterprises, as the vanguard in this strategy, have entered a new era of innovation-driven …

[HTML][HTML] Credit risk prediction for small and medium enterprises utilizing adjacent enterprise data and a relational graph attention network

J Wang, G Liu, X Xu, X Xing - Journal of Management Science and …, 2024 - Elsevier
Credit risk prediction for small and medium enterprises (SMEs) has long posed a complex
research challenge. Traditional approaches have primarily focused on enterprise-specific …

Credit risk assessment of small and micro enterprise based on machine learning

Z Gu, J Lv, B Wu, Z Hu, X Yu - Heliyon, 2024 - cell.com
Small and micro enterprises are pivotal in national economic and social development. To
foster their growth, managing their credit risks scientifically is crucial. This study starts by …

Financial Risk Management Early-Warning Model for Chinese Enterprises

H Wei, X Wang - Journal of Risk and Financial Management, 2024 - mdpi.com
As enterprises face increasing competitive pressures, financial crises can significantly
impact on their capital operations, potentially leading to operational difficulties and …

Upscaling Profits in Financial Market

J Chawla, R Bakoliya, J Jat, J Jinjala… - … for Capital Markets, 2023 - taylorfrancis.com
Highly uncertain and volatile nature of stock data makes the forecasting task challenging. It
has two well-known approaches: fundamental and technical analyses. Technical analysis is …

Md&A Similarity and Corporate Financial Distress: Evidence from China

Y Zhou, L Shen, G Chi - Available at SSRN 4757918 - papers.ssrn.com
Abstract The China Securities Regulatory Commission (CSRC) has expressed concerns
regarding the quality of disclosure in management discussion and analysis (MD&A) reports …

Construction of fuzzy mathematical model for judging financial indexes of private enterprises under the perspective of deep learning

M Li, Y Tu - Applied Mathematics and Nonlinear Sciences - sciendo.com
This paper introduces a novel financial evaluation framework combining deep learning,
hierarchical analysis, and fuzzy comprehensive evaluation to form the AHP-fuzzy …