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WIREs Data Mining Knowl Discov
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Wiley Interdisciplinary Reviews:
WIREs Data Mining and Knowledge Discovery
Volume 10 Issue 6 (November 2020)
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Opinion

Explainable artificial intelligence and machine learning: A reality rooted perspective
Published Online: Jun 22 2020
DOI: 10.1002/widm.1368
Reality rooted definition of XAI.
Abstract Full article on Wiley Online Library:   HTML | PDF

Overviews

Smart city and resilient city: Differences and connections
Published Online: Sep 01 2020
DOI: 10.1002/widm.1388
An overview of differences and connections between smart city and resilient city.
Abstract Full article on Wiley Online Library:   HTML | PDF
Combating disinformation in a social media age
Published Online: Aug 15 2020
DOI: 10.1002/widm.1385
Disinformation and fake news are rampant in social media.
Abstract Full article on Wiley Online Library:   HTML | PDF

Advanced Reviews

Uncertainty quantification for multilabel text classification
Published Online: Aug 24 2020
DOI: 10.1002/widm.1384
In the multilabel text classification task, aleatory uncertainty and epistemic uncertainty are comprehensively considered. Numerical experiments show that the UQ‐MLTC framework based on Bayesian neural network can quantify the two uncertainties well, and can further improve the classification performance.
Abstract Full article on Wiley Online Library:   HTML | PDF
Automatic question generation
Published Online: Jul 27 2020
DOI: 10.1002/widm.1382
The Main Steps in Automatic Question Generation
Abstract Full article on Wiley Online Library:   HTML | PDF
An overview of unsupervised drift detection methods
Published Online: Jul 21 2020
DOI: 10.1002/widm.1381
Proposed taxonomy of unsupervised concept drift detection methods.
Abstract Full article on Wiley Online Library:   HTML | PDF
A survey of pattern mining in dynamic graphs
Published Online: May 20 2020
DOI: 10.1002/widm.1372
A dynamic graph evolving over two timestamp
Abstract Full article on Wiley Online Library:   HTML | PDF

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