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 …

Bankruptcy prediction is a topic, which affect the economic well being of all countries.
Having an accurate company default prediction model, which can pick up on time the signs …

Financial distress prediction provides an effective warning system for banks and investors to
correctly guide decisions on granting credit. Ensemble methods have demonstrated their …

Customer churn prediction is very important for e-commerce enterprises to formulate
effective customer retention measures and implement successful marketing strategies …

Financial risk management avoids losses and maximizes profits, and hence is vital to most
businesses. As the task relies heavily on information-driven decision making, machine …

Recent years have witnessed increased attention on peer-to-peer (P2P) lending, which
provides an alternative way of financing without the involvement of traditional financial …

This study presents financial network indicators that can be applied to global stock market
investment strategies. We propose to design both undirected and directed volatility networks …

E-commerce has provided new opportunities for both businesses and consumers to easily
share information, find and buy a product, increasing the ease of movement from one …

Credit ratings are one of the primary keys that reflect the level of riskiness and reliability of
corporations to meet their financial obligations. Rating agencies tend to take extended …

The prefabricated concrete buildings (PCBs) are the booster in the process of construction
industrialization and intelligent upgrading. However, its high cost has become one of the …