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WIREs Data Mining Knowl Discov
Impact Factor: 2.111

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Wiley Interdisciplinary Reviews:
Data Mining and Knowledge Discovery
Volume 8 Issue 3 (May/June 2018)
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Process discovery from event data: Relating models and logs through abstractions
Published Online: Feb 05 2018
DOI: 10.1002/widm.1244
Framework for relating process models and event logs through common abstractions while using multiple target representations. The framework helps to unify existing and future process discovery approaches.
Abstract Full article on Wiley Online Library:   HTML | PDF
Big data analytics—A review of data‐mining models for small and medium enterprises in the transportation sector
Published Online: Jan 05 2018
DOI: 10.1002/widm.1238
Given the surge of data collected from the advancement of technology, the need to adopt analytics has never been more critical. Despite CRISP‐DM being the de facto data‐mining model in practice, there is a critical need for a novel model to be developed in catering to the SMEs in the transportation sector.
Abstract Full article on Wiley Online Library:   HTML | PDF

Advanced Reviews

Mining association rules for admission control and service differentiation in e‐commerce applications
Published Online: Mar 05 2018
DOI: 10.1002/widm.1241
User navigation model for a typical e‐commerce application. It is modeled using a weighted direct graph with nodes representing the typical web items and directed edges representing user navigation from one web item to another; the weights of edges are regularly updated based on statistics in server logs.
Abstract Full article on Wiley Online Library:   HTML | PDF
A dynamic‐adversarial mining approach to the security of machine learning
Published Online: Feb 12 2018
DOI: 10.1002/widm.1245
Classifiers operating in the real world are prone to adversarial evasion at test time. Any practical robust classifier needs to be prepared for such attacks and needs to take proactive steps to ensure it is one step ahead of the attacker.
Abstract Full article on Wiley Online Library:   HTML | PDF
Learning analytics: A glance of evolution, status, and trends according to a proposed taxonomy
Published Online: Jan 30 2018
DOI: 10.1002/widm.1243
A Proposed Learning Analytics Taxonomy.
Abstract Full article on Wiley Online Library:   HTML | PDF

Focus Article

Cloud‐based data streams optimization
Published Online: Feb 12 2018
DOI: 10.1002/widm.1247
Optimized data streams processing on cloud computing
Abstract Full article on Wiley Online Library:   HTML | PDF

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