Compact structures for continuous time Bayesian networks

DOI10.1016/j.ijar.2019.03.005zbMath1466.62347OpenAlexW2925013485WikidataQ128207399 ScholiaQ128207399MaRDI QIDQ2330009

Logan Perreault, John W. Sheppard

Publication date: 18 October 2019

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ijar.2019.03.005

zbMATH Keywords

hierarchical clusteringtreescontextcontinuous-time Bayesian networksstructured conditional intensity matrix

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Probabilistic graphical models (62H22)

Cites Work

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• Hierarchical clustering via joint between-within distances: extending Ward's minimum variance method
• Minimum Hellinger distance estimation of mixture proportions
• Tutorial on Structured Continuous-Time Markov Processes
• Sensitivity Analysis of Continuous Time Bayesian Network Reliability Models
• A Survey of Recent Advances in Hierarchical Clustering Algorithms
• Minimum Hellinger Distance Estimation for Finite Mixture Models
• On Choosing and Bounding Probability Metrics

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