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07/15/2023
Measuring Perceived Trust in XAI-Assisted Decision-Making by Eliciting a Mental Model
This empirical study proposes a novel methodology to measure users' perc...
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05/16/2023
Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps
In this paper, we integrate the concepts of feature importance with impl...
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10/26/2022
Which is the best model for my data?
In this paper, we tackle the problem of selecting the optimal model for ...
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12/23/2021
Forward Composition Propagation for Explainable Neural Reasoning
This paper proposes an algorithm called Forward Composition Propagation ...
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07/07/2021
Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification
Machine learning solutions for pattern classification problems are nowad...
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06/30/2021
Long Short-term Cognitive Networks
In this paper, we present a recurrent neural system named Long Short-ter...
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01/26/2020