Matches in SemOpenAlex for { <https://semopenalex.org/work/W1990757206> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W1990757206 abstract "Learning temporal graph structures from time series data reveals important dependency relationships between current observations and histories. Most previous work focuses on learning and predicting with static temporal graphs only. However, in many applications such as mechanical systems and biology systems, the temporal dependencies might change over time. In this paper, we develop a dynamic temporal graphical models based on hidden Markov model regression and lasso-type algorithms. Our method is able to integrate two usually separate tasks, i.e. inferring underlying states and learning temporal graphs, in one unified model. The output temporal graphs provide better understanding about complex systems, i.e. how their dependency graphs evolve over time, and achieve more accurate predictions. We examine our model on two synthetic datasets as well as a real application dataset for monitoring oil-production equipment to capture different stages of the system, and achieve promising results." @default.
- W1990757206 created "2016-06-24" @default.
- W1990757206 creator A5055189812 @default.
- W1990757206 creator A5057936833 @default.
- W1990757206 creator A5075272586 @default.
- W1990757206 date "2009-06-28" @default.
- W1990757206 modified "2023-09-27" @default.
- W1990757206 title "Learning dynamic temporal graphs for oil-production equipment monitoring system" @default.
- W1990757206 cites W1493898446 @default.
- W1990757206 cites W1746680969 @default.
- W1990757206 cites W1982662484 @default.
- W1990757206 cites W2009271606 @default.
- W1990757206 cites W2116208407 @default.
- W1990757206 cites W2118418963 @default.
- W1990757206 cites W2122825543 @default.
- W1990757206 cites W2125631472 @default.
- W1990757206 cites W2125838338 @default.
- W1990757206 cites W2132663737 @default.
- W1990757206 cites W2135046866 @default.
- W1990757206 cites W2138019504 @default.
- W1990757206 cites W2157398049 @default.
- W1990757206 cites W3098834468 @default.
- W1990757206 doi "https://doi.org/10.1145/1557019.1557151" @default.
- W1990757206 hasPublicationYear "2009" @default.
- W1990757206 type Work @default.
- W1990757206 sameAs 1990757206 @default.
- W1990757206 citedByCount "12" @default.
- W1990757206 countsByYear W19907572062012 @default.
- W1990757206 countsByYear W19907572062013 @default.
- W1990757206 countsByYear W19907572062014 @default.
- W1990757206 countsByYear W19907572062015 @default.
- W1990757206 countsByYear W19907572062016 @default.
- W1990757206 countsByYear W19907572062018 @default.
- W1990757206 countsByYear W19907572062020 @default.
- W1990757206 crossrefType "proceedings-article" @default.
- W1990757206 hasAuthorship W1990757206A5055189812 @default.
- W1990757206 hasAuthorship W1990757206A5057936833 @default.
- W1990757206 hasAuthorship W1990757206A5075272586 @default.
- W1990757206 hasConcept C127413603 @default.
- W1990757206 hasConcept C139719470 @default.
- W1990757206 hasConcept C162324750 @default.
- W1990757206 hasConcept C199360897 @default.
- W1990757206 hasConcept C2776842983 @default.
- W1990757206 hasConcept C2778348673 @default.
- W1990757206 hasConcept C2984309096 @default.
- W1990757206 hasConcept C41008148 @default.
- W1990757206 hasConcept C78762247 @default.
- W1990757206 hasConcept C98045186 @default.
- W1990757206 hasConceptScore W1990757206C127413603 @default.
- W1990757206 hasConceptScore W1990757206C139719470 @default.
- W1990757206 hasConceptScore W1990757206C162324750 @default.
- W1990757206 hasConceptScore W1990757206C199360897 @default.
- W1990757206 hasConceptScore W1990757206C2776842983 @default.
- W1990757206 hasConceptScore W1990757206C2778348673 @default.
- W1990757206 hasConceptScore W1990757206C2984309096 @default.
- W1990757206 hasConceptScore W1990757206C41008148 @default.
- W1990757206 hasConceptScore W1990757206C78762247 @default.
- W1990757206 hasConceptScore W1990757206C98045186 @default.
- W1990757206 hasLocation W19907572061 @default.
- W1990757206 hasOpenAccess W1990757206 @default.
- W1990757206 hasPrimaryLocation W19907572061 @default.
- W1990757206 hasRelatedWork W1970133462 @default.
- W1990757206 hasRelatedWork W1995337336 @default.
- W1990757206 hasRelatedWork W2004685636 @default.
- W1990757206 hasRelatedWork W2350355181 @default.
- W1990757206 hasRelatedWork W2350734836 @default.
- W1990757206 hasRelatedWork W2360264424 @default.
- W1990757206 hasRelatedWork W2363886058 @default.
- W1990757206 hasRelatedWork W2621955495 @default.
- W1990757206 hasRelatedWork W2888327317 @default.
- W1990757206 hasRelatedWork W3205350113 @default.
- W1990757206 isParatext "false" @default.
- W1990757206 isRetracted "false" @default.
- W1990757206 magId "1990757206" @default.
- W1990757206 workType "article" @default.