Output details
11 - Computer Science and Informatics
University of Essex
Article title
Distributed EM Algorithm for Gaussian Mixtures in Sensor Networks
Type
D - Journal article
Title of journal
IEEE Transactions on Neural Networks
Article number
-
Volume number
19
Issue number
7
First page of article
1154
ISSN of journal
1045-9227
Year of publication
2008
URL
-
Number of additional authors
0
Additional information
<13> A new distributed EM algorithm is developed, which is able to apply the well-known EM algorithm to wireless sensor networks to cluster the sensory readings. Following on from this work, other researchers such as Alessandro Chiuso (Università di Padova), Georgios B. Giannakis (University of Minnesota), and SS Pereira (Barcelona Tech (UPC)) developed alternative methods.
Interdisciplinary
-
Cross-referral requested
-
Research group
A - Artificial Intelligence
Citation count
30
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-