Fraud Detection by Using Deep Learning in Mining the Information Technology for AI and BI
The article discusses the use of #deeplearning and #datamining in business intelligence protocols to optimize data-driven decision-making...
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20 juil. 2023
Hybrid Machine Learning Algorithms for Risk Assessment in Insurance Industry: Empirical Review
#machinelearning #algorithms are increasingly for #riskassessment in the #insuranceindustry, with hybrid methods often outperforming...
13 avr. 2023
Suggestions for a Revision of the European Smart Robot Liability Regime
This article discusses the need for #regulation of #robots and #ai in #europe, focusing on the issue of #civil #liability. Despite...
26 janv. 2023
Artificial Intelligence Technologies within the Risk-based Audit Approach
"This study proposes a comprehensive method (with representative AI-Technologies as a data basis) for the structured and targeted...
7 déc. 2022
A Time Series Approach to Explainability for Neural Nets with Applications to Risk-Management
"We here propose a novel XAI [eXplainable AI] technique for deep learning methods (DL) which preserves and exploits the natural time...
16 nov. 2022
Using multimodal learning and deep generative models for corporate bankruptcy prediction
"The empirical results in this research show that the classification performance of our proposed methodology is superior compared to that...
16 nov. 2022
HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk Prediction
"Despite that some attention or self-attention based models with time-aware or feature-aware enhanced strategies have achieved better...
23 mai 2022
Deep Learning in Business Analytics: A Clash of Expectations and Reality
"... DL [deep learning] does not outperform traditional ML [machine learning] models in the case of structured datasets with fixed-length...
21 avr. 2022
Deep Learning in Finance: From Implementation to Regulation
"The role of regulatory agencies will be crucial to protect consumers while allowing innovation. There is currently no unified regulatory...
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