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04/29/2023
EBLIME: Enhanced Bayesian Local Interpretable Model-agnostic Explanations
We propose EBLIME to explain black-box machine learning models and obtai...
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12/07/2022
Unsupervised spectral-band feature identification for optimal process discrimination
Changes in real-world dynamic processes are often described in terms of ...
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05/06/2022
Hypothesis Tests with Functional Data for Surface Quality Change Detection in Surface Finishing Processes
This work is concerned with providing a principled decision process for ...
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12/01/2021
Towards Futuristic Autonomous Experimentation–A Surprise-Reacting Sequential Experiment Policy
An autonomous experimentation platform in manufacturing is supposedly ca...
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11/01/2018