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WIREs Data Mining Knowl Discov
Impact Factor: 1.939

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Wiley Interdisciplinary Reviews:
Data Mining and Knowledge Discovery
Volume 9 Issue 2 (March 2019)
Page 0 - 0

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Machine learning from crowds: A systematic review of its applications
Published Online: Oct 16 2018
DOI: 10.1002/widm.1288
Thanks to crowdsourcing platforms, several problems that seemed impossible to tackle from a machine learning perspective, can now be solved. To discover how crowdsourced data is used as well as what are the main problems derived from its use, we analyze many applications in several fields of interest.
Abstract Full article on Wiley Online Library:   HTML | PDF
Relationship‐based access control: More than a social network access control model
Published Online: Sep 06 2018
DOI: 10.1002/widm.1282
Zooming in a portion of a network of profesional relationships (relations between the cicles) as well as other relations between subjects and objects of a system to protect. Relationship‐based access control policies are defined as paths between nodes that the network must have. For example, the secretary at any department has access to salary information of any employee that reports to the manager of the department: Bob can access salary information of Doug because of the paths (Bob, secretary_at, Wireless Dept) and (Doug, reports_to, Alice, manages, Wireless Dept).
Abstract Full article on Wiley Online Library:   HTML | PDF
Automatic synthesis of fuzzy systems: An evolutionary overview with a genetic programming perspective
Published Online: Mar 05 2018
DOI: 10.1002/widm.1251
Generic Diagram of an Evolutionary Fuzzy System.
Abstract Full article on Wiley Online Library:   HTML | PDF

Advanced Reviews

Big data processing tools: An experimental performance evaluation
Published Online: Dec 25 2018
DOI: 10.1002/widm.1297
Evaluating Big Data processing tools: Drill, HAWQ, Hive, Impala, Presto, and Spark using TPC‐H benchmark with 10 GB, 50 GB, and 100 GB datasets.
Abstract Full article on Wiley Online Library:   HTML | PDF
Survey on establishing the optimal number of factors in exploratory factor analysis applied to data mining
Published Online: Dec 04 2018
DOI: 10.1002/widm.1294
Optimal number of factors in exploratory factor analysis applied in data mining.
Abstract Full article on Wiley Online Library:   HTML | PDF
Transforming big data into smart data: An insight on the use of the k‐nearest neighbors algorithm to obtain quality data
Published Online: Nov 28 2018
DOI: 10.1002/widm.1289
The k‐nearest neighbors algorithm plays a key role to cope with Big Data by transforming it into Smart data that is free of redundant information, noise and/or missing values. Gleaning quality data is essential for a correct data mining process that will uncover valuable insights.
Abstract Full article on Wiley Online Library:   HTML | PDF

Focus Articles

Analysis and prediction of hotel ratings from crowdsourced data
Published Online: Dec 09 2018
DOI: 10.1002/widm.1296
We present a state‐of‐the‐art review on off‐line and on‐line hotel recommendation supported by crowdsourced ratings, which covers profiling (single and multicriteria rating together with trust & reputation modeling), prediction, and evaluation.
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Enabling smart environments through scalable policy reasoning and Internet of Things
Published Online: Dec 04 2018
DOI: 10.1002/widm.1290
Overview of the experimental setup utilizing OBDA
Abstract Full article on Wiley Online Library:   HTML | PDF
A survey on online kernel selection for online kernel learning
Published Online: Nov 28 2018
DOI: 10.1002/widm.1295
The theoretical framework of online kernel selection.
Abstract Full article on Wiley Online Library:   HTML | PDF

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