A Full Bayesian Approach to Sparse Network Inference Using Heterogeneous Datasets
Accepted version
Peer-reviewed
Repository URI
Repository DOI
Change log
Authors
Description
Keywords
Kernel, Network topology, Topology, Transfer functions, Bayes methods, Monte Carlo methods, Linear systems, Dynamical structure function (DSF), network inference, reversible jump Markov chain Monte Carlo (RJMCMC), sparse networks, system identification
Journal Title
IEEE Transactions on Automatic Control
Conference Name
Journal ISSN
0018-9286
1558-2523
1558-2523
Volume Title
66
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publisher DOI
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All rights reserved