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Development and Analysis of a CNN- and Transfer-Learning-Based Classification Model for Automated Dairy Cow Feeding Behavior Recognition from Accelerometer Data

Tietueen suppeat tiedot
dc.contributor.authorBloch, Victor
dc.contributor.authorFrondelius, Lilli
dc.contributor.authorArcidiacono, Claudia
dc.contributor.authorMancino, Massimo
dc.contributor.authorPastell, Matti
dc.contributor.departmentid4100210710
dc.contributor.departmentid4100210710
dc.contributor.departmentid4100211610
dc.contributor.orcidhttps://orcid.org/0000-0002-5810-4801
dc.contributor.orcidhttps://orcid.org/0000-0002-4130-3441
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2023-03-02T08:31:52Z
dc.date.accessioned2025-05-27T20:15:53Z
dc.date.available2023-03-02T08:31:52Z
dc.date.issued2023
dc.description.vuosik2023
dc.format.bitstreamfalse
dc.format.pagerange14 p.
dc.identifier.olddbid495778
dc.identifier.oldhandle10024/553220
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/9737
dc.language.isoen
dc.okm.corporatecopublicationei
dc.okm.discipline213
dc.okm.discipline412
dc.okm.internationalcopublicationon
dc.okm.openaccess1 = Open access -julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedei
dc.publisherMDPI AG
dc.relation.articlenumber2611
dc.relation.doi10.3390/s23052611
dc.relation.ispartofseriesSensors
dc.relation.issn1424-8220
dc.relation.numberinseries5
dc.relation.volume23
dc.source.identifierhttps://jukuri.luke.fi/handle/10024/553220
dc.subjectdeep learning
dc.subjectneural networks (information technology)
dc.subjectdairy cattle
dc.subjectsensors
dc.subjectanimal behaviour
dc.subjectcow behavior
dc.subjectCNN classifier
dc.subjectacceleration tags
dc.subjecttransfer learning
dc.subjectdataset variability
dc.subjectopen-source dataset
dc.teh41007-00128200
dc.titleDevelopment and Analysis of a CNN- and Transfer-Learning-Based Classification Model for Automated Dairy Cow Feeding Behavior Recognition from Accelerometer Data
dc.typepublication
dc.type.okmfi=A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä|sv=A1 Originalartikel i en vetenskaplig tidskrift|en=A1 Journal article (refereed), original research|

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