Explainable AI for Early Detection of Health Changes Via Streaming Clustering

The ability to explain the predictions of machine learning models has become increasingly important, especially in healthcare applications. Streaming clustering is an effective tool to recognize normal baseline patterns and to detect early signs of changes in data streams. However, many streaming cl...

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Bibliographic Details

Published in:	IEEE International Fuzzy Systems conference proceedings pp. 1 - 6
Main Authors:	Wu, Wenlong, Keller, James M., Skubic, Marjorie, Popescu, Mihail
Format:	Conference Proceeding
Language:	English
Published:	IEEE 18.07.2022
Subjects:	Annotations Behavioral sciences Clustering algorithms explainable ai Linguistics Machine learning Prediction algorithms Predictive models streaming clustering
ISSN:	1558-4739
Online Access:	Get full text
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