FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200275327> ?p ?o ?g. }

• W4200275327 endingPage "e0260701" @default.
• W4200275327 startingPage "e0260701" @default.
• W4200275327 abstract "In this paper, we introduce the concept of learning to sense, which aims to emulate a complex characteristic of human reasoning: the ability to monitor and understand a set of interdependent events for decision-making processes. Event datasets are composed of textual data and spatio-temporal features that determine where and when a given phenomenon occurred. In learning to sense, related events are mapped closely to each other in a semantic vector space, thereby identifying that they contain similar contextual meaning. However, learning a semantic vector space that satisfies both textual similarities and spatio-temporal constraints is a crucial challenge for event analysis and sensing. This paper investigates a Semantic Variational Autoencoder (SVAE) to fine-tune pre-trained embeddings according to both textual and spatio-temporal events of the class of interest. Experiments involving more than one hundred sensors show that our SVAE outperforms a competitive one-class classification baseline. Moreover, our proposal provides desirable learning requirements to sense scenarios, such as visualization of the sensor decision function and heat maps with the sensor’s geographic impact." @default.
• W4200275327 created "2021-12-31" @default.
• W4200275327 creator A5020612681 @default.
• W4200275327 creator A5031939880 @default.
• W4200275327 creator A5040365453 @default.
• W4200275327 date "2021-12-23" @default.
• W4200275327 modified "2023-10-16" @default.
• W4200275327 title "Learning to sense from events via semantic variational autoencoder" @default.
• W4200275327 cites W165525898 @default.
• W4200275327 cites W1970088130 @default.
• W4200275327 cites W1991018417 @default.
• W4200275327 cites W2048968173 @default.
• W4200275327 cites W2056234582 @default.
• W4200275327 cites W2115613106 @default.
• W4200275327 cites W2117239687 @default.
• W4200275327 cites W2122646361 @default.
• W4200275327 cites W2124499489 @default.
• W4200275327 cites W2147062276 @default.
• W4200275327 cites W2151967815 @default.
• W4200275327 cites W2157134641 @default.
• W4200275327 cites W2593697414 @default.
• W4200275327 cites W2605737181 @default.
• W4200275327 cites W2610490986 @default.
• W4200275327 cites W2735860954 @default.
• W4200275327 cites W2769000698 @default.
• W4200275327 cites W2791442904 @default.
• W4200275327 cites W2799114560 @default.
• W4200275327 cites W2909431601 @default.
• W4200275327 cites W2916395217 @default.
• W4200275327 cites W2928021002 @default.
• W4200275327 cites W2940490924 @default.
• W4200275327 cites W2942231644 @default.
• W4200275327 cites W2954837331 @default.
• W4200275327 cites W2963081964 @default.
• W4200275327 cites W2963223306 @default.
• W4200275327 cites W2963858765 @default.
• W4200275327 cites W2965981069 @default.
• W4200275327 cites W2970641574 @default.
• W4200275327 cites W2987221721 @default.
• W4200275327 cites W2991358176 @default.
• W4200275327 cites W3010795489 @default.
• W4200275327 cites W3105939760 @default.
• W4200275327 cites W3164360447 @default.
• W4200275327 doi "https://doi.org/10.1371/journal.pone.0260701" @default.
• W4200275327 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34941880" @default.
• W4200275327 hasPublicationYear "2021" @default.
• W4200275327 type Work @default.
• W4200275327 citedByCount "0" @default.
• W4200275327 crossrefType "journal-article" @default.
• W4200275327 hasAuthorship W4200275327A5020612681 @default.
• W4200275327 hasAuthorship W4200275327A5031939880 @default.
• W4200275327 hasAuthorship W4200275327A5040365453 @default.
• W4200275327 hasBestOaLocation W42002753271 @default.
• W4200275327 hasConcept C101738243 @default.
• W4200275327 hasConcept C111919701 @default.
• W4200275327 hasConcept C119857082 @default.
• W4200275327 hasConcept C121332964 @default.
• W4200275327 hasConcept C13336665 @default.
• W4200275327 hasConcept C14036430 @default.
• W4200275327 hasConcept C154945302 @default.
• W4200275327 hasConcept C15744967 @default.
• W4200275327 hasConcept C177264268 @default.
• W4200275327 hasConcept C17744445 @default.
• W4200275327 hasConcept C185874996 @default.
• W4200275327 hasConcept C199360897 @default.
• W4200275327 hasConcept C199539241 @default.
• W4200275327 hasConcept C204321447 @default.
• W4200275327 hasConcept C2524010 @default.
• W4200275327 hasConcept C2777212361 @default.
• W4200275327 hasConcept C2778572836 @default.
• W4200275327 hasConcept C2779662365 @default.
• W4200275327 hasConcept C2780876879 @default.
• W4200275327 hasConcept C33923547 @default.
• W4200275327 hasConcept C41008148 @default.
• W4200275327 hasConcept C50644808 @default.
• W4200275327 hasConcept C542102704 @default.
• W4200275327 hasConcept C62520636 @default.
• W4200275327 hasConcept C78458016 @default.
• W4200275327 hasConcept C86803240 @default.
• W4200275327 hasConceptScore W4200275327C101738243 @default.
• W4200275327 hasConceptScore W4200275327C111919701 @default.
• W4200275327 hasConceptScore W4200275327C119857082 @default.
• W4200275327 hasConceptScore W4200275327C121332964 @default.
• W4200275327 hasConceptScore W4200275327C13336665 @default.
• W4200275327 hasConceptScore W4200275327C14036430 @default.
• W4200275327 hasConceptScore W4200275327C154945302 @default.
• W4200275327 hasConceptScore W4200275327C15744967 @default.
• W4200275327 hasConceptScore W4200275327C177264268 @default.
• W4200275327 hasConceptScore W4200275327C17744445 @default.
• W4200275327 hasConceptScore W4200275327C185874996 @default.
• W4200275327 hasConceptScore W4200275327C199360897 @default.
• W4200275327 hasConceptScore W4200275327C199539241 @default.
• W4200275327 hasConceptScore W4200275327C204321447 @default.
• W4200275327 hasConceptScore W4200275327C2524010 @default.
• W4200275327 hasConceptScore W4200275327C2777212361 @default.
• W4200275327 hasConceptScore W4200275327C2778572836 @default.
• W4200275327 hasConceptScore W4200275327C2779662365 @default.
• W4200275327 hasConceptScore W4200275327C2780876879 @default.

• next