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dc.contributor.authorÖzen Guris
dc.contributor.authorKaran Baris
dc.contributor.authorÇakar Tuna
dc.date.accessioned2023-03-06T06:53:17Z
dc.date.available2023-03-06T06:53:17Z
dc.date.issued2022en_US
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.isbn978-166545092-8
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.isoturen_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.typeconferenceObjecten_US
dc.relation.journal2022 30th Signal Processing and Communications Applications Conference, Siu 2022en_Us
dc.departmentMühendislik Fakültesi, Bilgisayar Mühendisligi Bölümüen_US
dc.authoridÇakar, Tuna / 0000-0001-8594-7399en_US
dc.relation.publicationcategoryKonferans Öğesi - Ulusal - Kurum Öğretim Elemanıen_US
dc.description.scopusid2-s2.0-85138700993en_US
dc.contributor.institutionauthorÇakar, Tuna
dc.identifier.doi10.1109/SIU55565.2022.9864674en_US


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