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03/16/2023
Explaining Groups of Instances Counterfactually for XAI: A Use Case, Algorithm and User Study for Group-Counterfactuals
Counterfactual explanations are an increasingly popular form of post hoc...
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01/06/2021
Predicting Illness for a Sustainable Dairy Agriculture: Predicting and Explaining the Onset of Mastitis in Dairy Cows
Mastitis is a billion dollar health problem for the modern dairy industr...
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11/05/2020
Can We Detect Mastitis earlier than Farmers?
The aim of this study was to build a modelling framework that would allo...
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06/25/2020
Background Knowledge Injection for Interpretable Sequence Classification
Sequence classification is the supervised learning task of building mode...
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05/12/2015