Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.11779/1913
Full metadata record
DC FieldValueLanguage
dc.contributor.authorÇakar Tuna-
dc.contributor.authorÖzen Guris-
dc.contributor.authorKaran Baris-
dc.date.accessioned2023-03-06T06:53:17Z
dc.date.available2023-03-06T06:53:17Z
dc.date.issued2022-
dc.identifier.citationOzen, G., Karan, B., & Cakar, T. (2022). Predicting Animal Behaviours: Physical and Behavioural Classification Of Dog Walking Levels. 2022 30th Signal Processing and Communications Applications Conference (SIU). https://doi.org/10.1109/siu55565.2022.9864674en_US
dc.identifier.isbn9781665450928-
dc.identifier.urihttps://doi.org/10.1109/SIU55565.2022.9864674-
dc.identifier.urihttps://hdl.handle.net/20.500.11779/1913-
dc.description.abstractMethods of predicting canine behaviour is an area covered by canine behaviour experts. This study aims to predict the behaviour of dogs during walking based on available information about dogs. In this data-driven project based on up-to-date company data, the problem of predicting dog behaviour was addressed in two different ways. First, it is aimed to create a supervised classification model. Within the scope of this study, improvements were made to various classification algorithms. The results were analyzed in different axes. Secondly, it is aimed to create a new parameter that predicts dog walking difficulties by formulating the parameters. © 2022 IEEE.en_US
dc.language.isotren_US
dc.publisherIEEEen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectAnimal behaviour predictionen_US
dc.subjectMachine learningen_US
dc.subjectMulti-class supervised classificationen_US
dc.titlePredicting Animal Behaviours: Physical and Behavioural Classification of Dog Walking Levelsen_US
dc.title.alternativeHayvan Davranislarini Tahminlemek: Köpek Yürüyüs Zorluklarinin Fiziksel ve Davranissal Siniflandirilmasien_US
dc.typeConference Objecten_US
dc.identifier.doi10.1109/SIU55565.2022.9864674-
dc.identifier.scopus2-s2.0-85138700993en_US
dc.authoridÇakar, Tuna / 0000-0001-8594-7399-
dc.relation.publicationcategoryKonferans Öğesi - Ulusal - Kurum Öğretim Elemanıen_US
dc.departmentMühendislik Fakültesi, Bilgisayar Mühendisligi Bölümüen_US
dc.relation.journal2022 30th Signal Processing and Communications Applications Conference, Siu 2022en_US
dc.institutionauthorÇakar, Tuna-
item.grantfulltextopen-
item.fulltextWith Fulltext-
item.languageiso639-1tr-
item.openairetypeConference Object-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.cerifentitytypePublications-
crisitem.author.dept02.02. Department of Computer Engineering-
Appears in Collections:Bilgisayar Mühendisliği Bölümü Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
Files in This Item:
File Description SizeFormat 
Predicting_Animal_Behaviours_Physical_and_Behavioural_Classification_Of_Dog_Walking_Levels.pdfFull Text - Article847.86 kBAdobe PDFThumbnail
View/Open
Show simple item record



CORE Recommender

Page view(s)

32
checked on Nov 18, 2024

Download(s)

10
checked on Nov 18, 2024

Google ScholarTM

Check




Altmetric


Items in GCRIS Repository are protected by copyright, with all rights reserved, unless otherwise indicated.