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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Veröffentlicht in:	IEEE International Fuzzy Systems conference proceedings S. 1 - 6
Hauptverfasser:	Wu, Wenlong, Keller, James M., Skubic, Marjorie, Popescu, Mihail
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 18.07.2022
Schlagworte:	Annotations Behavioral sciences Clustering algorithms explainable ai Linguistics Machine learning Prediction algorithms Predictive models streaming clustering
ISSN:	1558-4739
Online-Zugang:	Volltext
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