Combining Knowledge Modeling and Machine Learning for Alarm Root Cause Analysis

Author:

Abele Lisa,Anic Maja,Gutmann Tim,Folmer Jens,Kleinsteuber Martin,Vogel-Heuser Birgit

Publisher

Elsevier BV

Subject

General Medicine

Reference21 articles.

1. On expected detection delays for alarm dystems with deadbands and delaytimers;Adnan;Journal of Process Control,2011

2. Bouckaert, R. (1995). Bayesian Belief Networks: From Inference to Construction. Ph.D. thesis, Department of Computer Science, Utrecht university, The Netherlands.

3. Bratko, I. (2012). Prolog Programming for Artificial Intelligence. Pearson Education Limited, 4 edition.

4. Castillo, E., Gutiérrez, J.M., and Hadi, A.S. (1997). Expert Systems and Probabilistic Network Models. Springer-Verlag.

5. Dash, D. and Druzdzel, M.J. (2003). Robust independence testing for constraint-based learning of causal structure. In Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence, UAI'03, 167–174. Morgan Kaufmann Publishers.

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