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01/23/2021
Explainable Artificial Intelligence Approaches: A Survey
The lack of explainability of a decision from an Artificial Intelligence...
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11/22/2019
Towards Quantification of Explainability in Explainable Artificial Intelligence Methods
Artificial Intelligence (AI) has become an integral part of domains such...
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11/22/2019
Investigating bankruptcy prediction models in the presence of extreme class imbalance and multiple stages of economy
In the area of credit risk analytics, current Bankruptcy Prediction Mode...
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11/22/2019
Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response
Artificial Intelligence (AI) has become an integral part of modern-day s...
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05/27/2019
Infusing domain knowledge in AI-based "black box" models for better explainability with application in bankruptcy prediction
Although "black box" models such as Artificial Neural Networks, Support ...
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07/02/2018
Mining Bad Credit Card Accounts from OLAP and OLTP
Credit card companies classify accounts as a good or bad based on histor...
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07/02/2018