Matches in SemOpenAlex for { <https://semopenalex.org/work/W2371740233> ?p ?o ?g. }
Showing items 1 to 62 of
62
with 100 items per page.
- W2371740233 abstract "Bayesian Network(BN)is one of the most important methods for representing and inferring with uncertainty knowledge,and also a powerful theory model within the community of artificial intelligence.To solve the drawbacks of hybrid methods for learning BNs which are easy to fall into local optimum and unreliable for learning large data set,we propose a novel hybrid algorithm for learning BN equivalence classes which combines ideas from maximal prime decomposition(MPD)of graph theory,conditional independence(CI)tests,and local search-and-score techniques in an effective way.It first reconstructs the undirected independence graph of a BN and then performs MPD to transform the undirected graph into its subgraphs.Finally,the new algorithm uses only lower-order CI tests and local BDeu score to check the v-structure of each subgraph.Theoretical and experimental results show that the proposed algorithm is correctness and effective." @default.
- W2371740233 created "2016-06-24" @default.
- W2371740233 creator A5038727912 @default.
- W2371740233 date "2013-01-01" @default.
- W2371740233 modified "2023-10-16" @default.
- W2371740233 title "Structural Learning Bayesian Network Equivalence Classes Based on a Hybrid Method" @default.
- W2371740233 hasPublicationYear "2013" @default.
- W2371740233 type Work @default.
- W2371740233 sameAs 2371740233 @default.
- W2371740233 citedByCount "1" @default.
- W2371740233 countsByYear W23717402332014 @default.
- W2371740233 crossrefType "journal-article" @default.
- W2371740233 hasAuthorship W2371740233A5038727912 @default.
- W2371740233 hasConcept C11413529 @default.
- W2371740233 hasConcept C118615104 @default.
- W2371740233 hasConcept C119857082 @default.
- W2371740233 hasConcept C132525143 @default.
- W2371740233 hasConcept C154945302 @default.
- W2371740233 hasConcept C2780069185 @default.
- W2371740233 hasConcept C33724603 @default.
- W2371740233 hasConcept C33923547 @default.
- W2371740233 hasConcept C41008148 @default.
- W2371740233 hasConcept C79772020 @default.
- W2371740233 hasConcept C80444323 @default.
- W2371740233 hasConceptScore W2371740233C11413529 @default.
- W2371740233 hasConceptScore W2371740233C118615104 @default.
- W2371740233 hasConceptScore W2371740233C119857082 @default.
- W2371740233 hasConceptScore W2371740233C132525143 @default.
- W2371740233 hasConceptScore W2371740233C154945302 @default.
- W2371740233 hasConceptScore W2371740233C2780069185 @default.
- W2371740233 hasConceptScore W2371740233C33724603 @default.
- W2371740233 hasConceptScore W2371740233C33923547 @default.
- W2371740233 hasConceptScore W2371740233C41008148 @default.
- W2371740233 hasConceptScore W2371740233C79772020 @default.
- W2371740233 hasConceptScore W2371740233C80444323 @default.
- W2371740233 hasLocation W23717402331 @default.
- W2371740233 hasOpenAccess W2371740233 @default.
- W2371740233 hasPrimaryLocation W23717402331 @default.
- W2371740233 hasRelatedWork W126847769 @default.
- W2371740233 hasRelatedWork W1556237857 @default.
- W2371740233 hasRelatedWork W2021368287 @default.
- W2371740233 hasRelatedWork W2085200348 @default.
- W2371740233 hasRelatedWork W2105965379 @default.
- W2371740233 hasRelatedWork W2109984712 @default.
- W2371740233 hasRelatedWork W2122550267 @default.
- W2371740233 hasRelatedWork W2161466768 @default.
- W2371740233 hasRelatedWork W2171153771 @default.
- W2371740233 hasRelatedWork W2341965965 @default.
- W2371740233 hasRelatedWork W2363099741 @default.
- W2371740233 hasRelatedWork W2381572595 @default.
- W2371740233 hasRelatedWork W2409861558 @default.
- W2371740233 hasRelatedWork W2427987778 @default.
- W2371740233 hasRelatedWork W2541398239 @default.
- W2371740233 hasRelatedWork W2611393860 @default.
- W2371740233 hasRelatedWork W2914348296 @default.
- W2371740233 hasRelatedWork W2963818173 @default.
- W2371740233 hasRelatedWork W3101022954 @default.
- W2371740233 hasRelatedWork W3105407921 @default.
- W2371740233 isParatext "false" @default.
- W2371740233 isRetracted "false" @default.
- W2371740233 magId "2371740233" @default.
- W2371740233 workType "article" @default.