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WIREs Data Mining Knowl Discov
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Wiley Interdisciplinary Reviews:
Data Mining and Knowledge Discovery
Volume 8 Issue 4 (July/August 2018)
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Overviews

An overview on the evolution and adoption of deep learning applications used in the industry
Published Online: Apr 17 2018
DOI: 10.1002/widm.1257
Natural Progression towards Deep Learning
Abstract Full article on Wiley Online Library:   HTML | PDF
Deep learning for sentiment analysis: A survey
Published Online: Mar 30 2018
DOI: 10.1002/widm.1253
Sentiment analysis and opinion mining using deep learning.
Abstract Full article on Wiley Online Library:   HTML | PDF
Practical and theoretical aspects of mixture‐of‐experts modeling: An overview
Published Online: Feb 13 2018
DOI: 10.1002/widm.1246
Schematic diagram of the neural network architecture of a mixture of experts model.
Abstract Full article on Wiley Online Library:   HTML | PDF

Advanced Reviews

Clustering of nonstationary data streams: A survey of fuzzy partitional methods
Published Online: Apr 17 2018
DOI: 10.1002/widm.1258
Stream data change over time. Here, an index of nonstationarity is shown. Fuzzy clustering methods are an effective tool to analyze data streams.
Abstract Full article on Wiley Online Library:   HTML | PDF
Model selection and error estimation without the agonizing pain
Published Online: Mar 22 2018
DOI: 10.1002/widm.1252
Model Selection and Error Estimation in a Nutshell
Abstract Full article on Wiley Online Library:   HTML | PDF
Ensemble learning: A survey
Published Online: Feb 27 2018
DOI: 10.1002/widm.1249
An ensemble of seven classification trees. Every tree provides each its own classification for the instance x. Using majority voting instance x should be classified as “1” since five trees out of seven vote for “1”.
Abstract Full article on Wiley Online Library:   HTML | PDF

Focus Articles

Toward efficient business behavior prediction using location‐based social networks
Published Online: May 07 2018
DOI: 10.1002/widm.1263
Table of Contents.
Abstract Full article on Wiley Online Library:   HTML | PDF
Recent trends in machine learning for human activity recognition—A survey
Published Online: Mar 28 2018
DOI: 10.1002/widm.1254
Machine Learning in Activity Recognition ‐ Trends, Challenges, and Solutions
Abstract Full article on Wiley Online Library:   HTML | PDF

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