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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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09/30/2021
Process discovery on deviant traces and other stranger things
As the need to understand and formalise business processes into a model ...
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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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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
Statistical stability indices for LIME: obtaining reliable explanations for Machine Learning models
Nowadays we are witnessing a transformation of the business processes to...
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06/17/2016
Abducing Compliance of Incomplete Event Logs
The capability to store data about business processes execution in so-ca...
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05/15/2014