OOIR: Observatory of International Research

Papers

(The H4-Index of Computational Economics is 19. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-03-01 to 2024-03-01.)

Article	Citations
Explainable Machine Learning in Credit Risk Management	143
Forecasting of Real GDP Growth Using Machine Learning Models: Gradient Boosting and Random Forest Approach	86
Machine Learning in Economics and Finance	44
Blockchain-Based Cryptocurrency Regulation: An Overview	38
A Computational Model to Predict Consumer Behaviour During COVID-19 Pandemic	37
Reinforcement Learning in Economics and Finance	33
Unemployment Rate Forecasting: A Hybrid Approach	30
Bankruptcy Prediction using the XGBoost Algorithm and Variable Importance Feature Engineering	30
The Analysis of Credit Risks in Agricultural Supply Chain Finance Assessment Model Based on Genetic Algorithm and Backpropagation Neural Network	28
Forecasting Realized Volatility of Bitcoin: The Role of the Trade War	27
Support Vector Machine Algorithms: An Application to Ship Price Forecasting	26
Predicting Stock Price Using Two-Stage Machine Learning Techniques	26
Corporate Bankruptcy Prediction Using Machine Learning Methodologies with a Focus on Sequential Data	25
Modelling Stock Markets by Multi-agent Reinforcement Learning	24
When Elon Musk Changes his Tone, Does Bitcoin Adjust Its Tune?	22
Integrated decision recommendation system using iteration-enhanced collaborative filtering, golden cut bipolar for analyzing the risk-based oil market spillovers	22
A New Appraisal Model of Second-Hand Housing Prices in China’s First-Tier Cities Based on Machine Learning Algorithms	22
Intertemporal Similarity of Economic Time Series: An Application of Dynamic Time Warping	20
The Impact of Financial Enterprises’ Excessive Financialization Risk Assessment for Risk Control based on Data Mining and Machine Learning	19