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WIREs Data Mining Knowl Discov
Impact Factor: 2.541
Wiley Interdisciplinary Reviews:
WIREs Data Mining and Knowledge Discovery
Volume 10 Issue 2 (March 2020)
Page 0 - 0

Overviews

Healthcare 4.0: A review of frontiers in digital health
Published Online: Dec 25 2019
DOI: 10.1002/widm.1350
Abstract Full article on Wiley Online Library:   HTML | PDF
No Free Lunch Theorem for concept drift detection in streaming data classification: A review
Published Online: Jul 02 2019
DOI: 10.1002/widm.1327
Each concept drift detection algorithm can only detect a subset of all concept drift types.
Abstract Full article on Wiley Online Library:   HTML | PDF

Advanced Reviews

Surveying the reach and maturity of machine learning and artificial intelligence in astronomy
Published Online: Dec 19 2019
DOI: 10.1002/widm.1349
Machine learning and artificial intelligence are now firmly established in astronomy, and they are changing how we observe, explore and understand the Universe. This review surveys contemporary, published literature on machine learning and artificial intelligence in astronomy and astrophysics. Applications span seven main categories of activity: classification, regression, clustering, forecasting, generation, discovery, and the development of new scientific insight.
Abstract Full article on Wiley Online Library:   HTML | PDF
A review of keyphrase extraction
Published Online: Sep 18 2019
DOI: 10.1002/widm.1339
A review of keyphrase extraction: methods, evaluation, problems related to the task (Eirini Papagiannopoulou and Grigorios Tsoumakas, 2018).
Abstract Full article on Wiley Online Library:   HTML | PDF
Method evaluation, parameterization, and result validation in unsupervised data mining: A critical survey
Published Online: Jul 29 2019
DOI: 10.1002/widm.1330
Numerous comparisons of frequent itemset mining techniques have failed to establish a clear performance hierarchy.
Abstract Full article on Wiley Online Library:   HTML | PDF

Focus Articles

An enhanced feature‐based sentiment analysis approach
Published Online: Dec 20 2019
DOI: 10.1002/widm.1347
An enhanced feature‐based sentiment analysis approach.
Abstract Full article on Wiley Online Library:   HTML | PDF
Hierarchical third‐order tensor decomposition through inverse difference pyramid based on the three‐dimensional Walsh–Hadamard transform with applications in data mining
Published Online: Apr 10 2019
DOI: 10.1002/widm.1314
Octotree representation of the tensor X r of size 4 × 4 × 4 through inverse difference pyramid based on the 3D‐WHT.
Abstract Full article on Wiley Online Library:   HTML | PDF

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