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WIREs Data Mining Knowl Discov
Impact Factor: 2.541
Wiley Interdisciplinary Reviews:
Data Mining and Knowledge Discovery
Volume 9 Issue 4 (July 2019)
Page 0 - 0

Editorial Commentary

Editorial
Published Online: Apr 29 2019
DOI: 10.1002/widm.1317
Abstract Full article on Wiley Online Library:   HTML | PDF

Overviews

An overview on consensus‐based approaches to processing collective inconsistency and knowledge integration
Published Online: Apr 04 2019
DOI: 10.1002/widm.1311
Consensus‐based Approaches to Processing Collective Inconsistency and Knowledge Integration. The main contributions are as follows: We have presented an overview of consensus‐based approaches to processing inconsistency of knowledge towards determining the knowledge of a collective as a whole. The problem of multi‐level integration for large collectives has also been presented. We have presented the function which measured the knowledge increase in a collective. The role of collective knowledge in Collective Intelligence has been also discussed.
Abstract Full article on Wiley Online Library:   HTML | PDF
A review of automatic differentiation and its efficient implementation
Published Online: Mar 20 2019
DOI: 10.1002/widm.1305
Automatic differentiation is a powerful tool to differentiate mathematical functions and algorithms. It has, over the past years, been applied to many branches of computational statistics. This article reviews some important mathematical and computational considerations required for its efficient implementation.
Abstract Full article on Wiley Online Library:   HTML | PDF
Machine learning in cybersecurity: A review
Published Online: Feb 17 2019
DOI: 10.1002/widm.1306
Anomaly detection using machine learning
Abstract Full article on Wiley Online Library:   HTML | PDF
Computational communication research
Published Online: Feb 06 2019
DOI: 10.1002/widm.1304
Computational Communication Research: A definition followed by a description of domains and processes associated with it.
Abstract Full article on Wiley Online Library:   HTML | PDF

Advanced Reviews

Neuromorphic vision: From sensors to event‐based algorithms
Published Online: Apr 12 2019
DOI: 10.1002/widm.1310
Survey on Neuromorphic Vision Algorithms: Object Detection / Recognition, Object Tracking, Localization and Mapping
Abstract Full article on Wiley Online Library:   HTML | PDF
Causability and explainability of artificial intelligence in medicine
Published Online: Apr 02 2019
DOI: 10.1002/widm.1312
Explainable AI.
Abstract Full article on Wiley Online Library:   HTML | PDF
A survey on association rules mining using heuristics
Published Online: Apr 01 2019
DOI: 10.1002/widm.1307
Flowchart explains reviewing heuristic ARM approaches, comparing them based on performance metrics like execution time, completeness, number of database scans, etc, and finally proposing a parameter, named GT‐Rank, for finding the best heuristic ARM approaches.
Abstract Full article on Wiley Online Library:   HTML | PDF
Model‐based clustering and classification of functional data
Published Online: Jan 18 2019
DOI: 10.1002/widm.1298
Functional data clustering.
Abstract Full article on Wiley Online Library:   HTML | PDF

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