Output details
15 - General Engineering
Bournemouth University
Return to search
Output 0 of 0 in the submission
Article title
Qualitative Approach to Bayesian Networks With Multiple Causes
Type
D - Journal article
Title of journal
IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans
Article number
-
Volume number
42
Issue number
2
First page of article
382
ISSN of journal
1558-2426
Year of publication
2012
URL
-
Number of additional authors
0
Additional information
This is the first research that deals with multiple uncertain causality relations in Bayesian networks (BNs) - a significant step forward towards the implementation of a real-world sparse Bayesian network. We demonstrate, for the first time, how to define a causality relation involving multiple causes and how it can be measured by simple, practically easily obtainable qualitative assessments. The causality relations can then be used by BN developers to create precise and compact BNs.
Interdisciplinary
-
Cross-referral requested
11 - Computer Science and Informatics
Research group
2 - Smart Technology
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
