Eric W.T. Ngai
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View article: A Financial Fraud Prediction Framework Based on Stacking Ensemble Learning
A Financial Fraud Prediction Framework Based on Stacking Ensemble Learning Open
With the rapid development of the capital market, financial fraud cases are becoming increasingly common. The evolving fraud strategies pose significant threats to financial regulation, market order, and the interests of ordinary investors…
View article: Interpretable subgroup learning-based modeling framework: Study of diabetic kidney disease prediction
Interpretable subgroup learning-based modeling framework: Study of diabetic kidney disease prediction Open
Objectives Complex diseases, like diabetic kidney disease (DKD), often exhibit heterogeneity, challenging accurate risk prediction with machine learning. Traditional global models ignore patient differences, and subgroup learning lacks int…
View article: Figures for: Global Scientific Production, International Cooperation, and Knowledge Evolution of Public Administration
Figures for: Global Scientific Production, International Cooperation, and Knowledge Evolution of Public Administration Open
Public administration is a discipline with considerable history, and is also a diverse, interdisciplinary field in social science. To analyze its evolution, discover the present research foci, and predict future development trends, this st…
View article: Deep learning in computer vision: A critical review of emerging techniques and application scenarios
Deep learning in computer vision: A critical review of emerging techniques and application scenarios Open
Deep learning has been overwhelmingly successful in computer vision (CV), natural language processing, and video/speech recognition. In this paper, our focus is on CV. We provide a critical review of recent achievements in terms of techniq…
View article: The Mitigating Role of Blockchain-Enabled Supply Chains During the COVID-19 Pandemic
The Mitigating Role of Blockchain-Enabled Supply Chains During the COVID-19 Pandemic Open
Purpose Although there have been considerable discussions on the business value of adopting blockchain in supply chains, it is unclear whether such blockchain-enabled supply chains (BESCs) can help firms mitigate the negative impact result…
View article: Implementation of Artificial Intelligence in Organisations: A Systematic Literature Review.
Implementation of Artificial Intelligence in Organisations: A Systematic Literature Review. Open
In this study, a systematic literature review is conducted to more thoroughly understand the context surrounding the emerging implementation of artificial intelligence (AI) in organisations. An Input-Process-Output model is adopted as the …
View article: Event study methodology in business research: a bibliometric analysis
Event study methodology in business research: a bibliometric analysis Open
Purpose This study aims to provide an objective analysis of the state-of-the-art and intellectual development of publications related to event study methodology in business research. Design/methodology/approach The sample includes 1,219 pa…
View article: A note on big data analytics capability development in supply chain
A note on big data analytics capability development in supply chain Open
International audience
View article: A note on big data analytics capability development in supply chain
A note on big data analytics capability development in supply chain Open
Big data analytics (BDA) are gaining importance in all aspects of business management. This is driven by both the presence of large-scale data and management's desire to root decisions in data. Extant research demonstrates that supply chai…