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WIREs Data Mining Knowl Discov
Impact Factor: 2.111
Wiley Interdisciplinary Reviews:
Data Mining and Knowledge Discovery
Volume 7 Issue 2 (March/April 2017)
Page 0 - 0

Overview

Randomness in neural networks: an overview
Published Online: Feb 09 2017
DOI: 10.1002/widm.1200
An example of randomization over a simple neural network. On the left, all weights are adaptable and the optimization problem is nonā€convex. On the right, some weights are assigned randomly and the resulting model is linear. Universal approximation properties are kept.
Abstract Full article on Wiley Online Library:   HTML | PDF

Advanced Review

An introduction to Majorizationā€Minimization algorithms for machine learning and statistical estimation
Published Online: Feb 09 2017
DOI: 10.1002/widm.1198
A quadratic majorizer for the absolute value function.
Abstract Full article on Wiley Online Library:   HTML | PDF

Focus Article

Survey on time series motif discovery
Published Online: Feb 09 2017
DOI: 10.1002/widm.1199
Combination of genetic analysis and manufacturing technologies for time series motif discovery.
Abstract Full article on Wiley Online Library:   HTML | PDF

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