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Ronnie Alves

How Reliable and Stable are Explanations of XAI Methods?

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Jul 03, 2024
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Black Box Model Explanations and the Human Interpretability Expectations -- An Analysis in the Context of Homicide Prediction

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Oct 19, 2022
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Global Explanation of Tree-Ensembles Models Based on Item Response Theory

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Oct 18, 2022
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Does Dataset Complexity Matters for Model Explainers?

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Jul 06, 2021
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Towards a reinforcement learning de novo genome assembler

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Feb 02, 2021
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Prediction of Homicides in Urban Centers: A Machine Learning Approach

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Aug 19, 2020
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