Matches in SemOpenAlex for { <https://semopenalex.org/work/W4304099169> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W4304099169 abstract "Mosquitoes are a major global health problem. They are responsible for the transmission of diseases and can have a large impact on local economies. Monitoring mosquitoes is therefore helpful in preventing the outbreak of mosquito-borne diseases. In this paper, we propose a novel data-driven approach that leverages Transformer-based models for the identification of mosquitoes in audio recordings. The task aims at detecting the time intervals corresponding to the acoustic mosquito events in an audio signal. We formulate the problem as a sequence tagging task and train a Transformer-based model using a real-world dataset collecting mosquito recordings. By leveraging the sequential nature of mosquito recordings, we formulate the training objective so that the input recordings do not require fine-grained annotations. We show that our approach is able to outperform baseline methods using standard evaluation metrics, albeit suffering from unexpectedly high false negatives detection rates. In view of the achieved results, we propose future directions for the design of more effective mosquito detection models." @default.
- W4304099169 created "2022-10-10" @default.
- W4304099169 creator A5001695309 @default.
- W4304099169 creator A5001746215 @default.
- W4304099169 creator A5074057809 @default.
- W4304099169 creator A5078641012 @default.
- W4304099169 creator A5082357372 @default.
- W4304099169 creator A5083365850 @default.
- W4304099169 date "2022-10-10" @default.
- W4304099169 modified "2023-09-27" @default.
- W4304099169 title "How Much Attention Should we Pay to Mosquitoes?" @default.
- W4304099169 cites W2038484192 @default.
- W4304099169 cites W2802023636 @default.
- W4304099169 cites W2915347754 @default.
- W4304099169 cites W2963859210 @default.
- W4304099169 cites W3015190346 @default.
- W4304099169 cites W4205689591 @default.
- W4304099169 cites W4304098636 @default.
- W4304099169 doi "https://doi.org/10.1145/3503161.3551594" @default.
- W4304099169 hasPublicationYear "2022" @default.
- W4304099169 type Work @default.
- W4304099169 citedByCount "0" @default.
- W4304099169 crossrefType "proceedings-article" @default.
- W4304099169 hasAuthorship W4304099169A5001695309 @default.
- W4304099169 hasAuthorship W4304099169A5001746215 @default.
- W4304099169 hasAuthorship W4304099169A5074057809 @default.
- W4304099169 hasAuthorship W4304099169A5078641012 @default.
- W4304099169 hasAuthorship W4304099169A5082357372 @default.
- W4304099169 hasAuthorship W4304099169A5083365850 @default.
- W4304099169 hasConcept C119599485 @default.
- W4304099169 hasConcept C119857082 @default.
- W4304099169 hasConcept C127413603 @default.
- W4304099169 hasConcept C154945302 @default.
- W4304099169 hasConcept C165801399 @default.
- W4304099169 hasConcept C201995342 @default.
- W4304099169 hasConcept C2780451532 @default.
- W4304099169 hasConcept C28490314 @default.
- W4304099169 hasConcept C41008148 @default.
- W4304099169 hasConcept C66322947 @default.
- W4304099169 hasConcept C79403827 @default.
- W4304099169 hasConceptScore W4304099169C119599485 @default.
- W4304099169 hasConceptScore W4304099169C119857082 @default.
- W4304099169 hasConceptScore W4304099169C127413603 @default.
- W4304099169 hasConceptScore W4304099169C154945302 @default.
- W4304099169 hasConceptScore W4304099169C165801399 @default.
- W4304099169 hasConceptScore W4304099169C201995342 @default.
- W4304099169 hasConceptScore W4304099169C2780451532 @default.
- W4304099169 hasConceptScore W4304099169C28490314 @default.
- W4304099169 hasConceptScore W4304099169C41008148 @default.
- W4304099169 hasConceptScore W4304099169C66322947 @default.
- W4304099169 hasConceptScore W4304099169C79403827 @default.
- W4304099169 hasLocation W43040991691 @default.
- W4304099169 hasOpenAccess W4304099169 @default.
- W4304099169 hasPrimaryLocation W43040991691 @default.
- W4304099169 hasRelatedWork W2081647779 @default.
- W4304099169 hasRelatedWork W2961085424 @default.
- W4304099169 hasRelatedWork W3046775127 @default.
- W4304099169 hasRelatedWork W3170094116 @default.
- W4304099169 hasRelatedWork W4205958290 @default.
- W4304099169 hasRelatedWork W4285260836 @default.
- W4304099169 hasRelatedWork W4286629047 @default.
- W4304099169 hasRelatedWork W4306321456 @default.
- W4304099169 hasRelatedWork W4306674287 @default.
- W4304099169 hasRelatedWork W4224009465 @default.
- W4304099169 isParatext "false" @default.
- W4304099169 isRetracted "false" @default.
- W4304099169 workType "article" @default.