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04/13/2022
Enabling Synthetic Data adoption in regulated domains
The switch from a Model-Centric to a Data-Centric mindset is putting emp...
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12/30/2020
Explanations of Machine Learning predictions: a mandatory step for its application to Operational Processes
In the global economy, credit companies play a central role in economic ...
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11/20/2020
PSD2 Explainable AI Model for Credit Scoring
The aim of this paper is to develop and test advanced analytical methods...
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08/13/2020
Metrics for Multi-Class Classification: an Overview
Classification tasks in machine learning involving more than two classes...
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06/10/2020
OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms
Local Interpretable Model-Agnostic Explanations (LIME) is a popular meth...
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01/31/2020