Predicting Animal Behaviours: Physical and Behavioural Classification Of Dog Walking Levels
| dc.contributor.author | Ozen, Guris | |
| dc.contributor.author | Karan, Baris | |
| dc.contributor.author | Çakar, Tuna | |
| dc.date.accessioned | 2023-03-06T06:53:17Z | |
| dc.date.available | 2023-03-06T06:53:17Z | |
| dc.date.issued | 2022 | |
| dc.description.abstract | Methods 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. | |
| dc.identifier.citation | Ozen, 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/siu55565.2022.9864674 | |
| dc.identifier.doi | 10.1109/SIU55565.2022.9864674 | |
| dc.identifier.isbn | 9781665450928 | |
| dc.identifier.issn | 2165-0608 | |
| dc.identifier.scopus | 2-s2.0-85138700993 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.11779/1913 | |
| dc.language.iso | tr | |
| dc.publisher | IEEE | |
| dc.relation.ispartof | 30th IEEE Signal Processing and Communications Applications Conference (SIU) -- MAY 15-18, 2022 -- Safranbolu, TURKEY | |
| dc.relation.ispartofseries | Signal Processing and Communications Applications Conference | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.subject | Animal Behaviour Prediction | |
| dc.subject | Multi-Class Supervised Classification | |
| dc.subject | Machine Learning | |
| dc.title | Predicting Animal Behaviours: Physical and Behavioural Classification Of Dog Walking Levels | |
| dc.title.alternative | Hayvan Davranislarini Tahminlemek: Köpek Yürüyüs Zorluklarinin Fiziksel ve Davranissal Siniflandirilmasi | |
| dc.type | Conference Object | |
| dspace.entity.type | Publication | |
| gdc.author.id | Çakar, Tuna / 0000-0001-8594-7399 | |
| gdc.author.institutional | Çakar, Tuna | |
| gdc.bip.impulseclass | C5 | |
| gdc.bip.influenceclass | C5 | |
| gdc.bip.popularityclass | C5 | |
| gdc.coar.access | open access | |
| gdc.coar.type | text::conference output | |
| gdc.description.department | Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü | |
| gdc.description.endpage | 4 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
| gdc.description.scopusquality | N/A | |
| gdc.description.startpage | 1 | |
| gdc.description.woscitationindex | Conference Proceedings Citation Index - Science | |
| gdc.description.wosquality | N/A | |
| gdc.identifier.openalex | W4293863292 | |
| gdc.identifier.wos | WOS:001307163400013 | |
| gdc.index.type | WoS | |
| gdc.index.type | Scopus | |
| gdc.oaire.diamondjournal | false | |
| gdc.oaire.impulse | 0.0 | |
| gdc.oaire.influence | 2.5942106E-9 | |
| gdc.oaire.isgreen | true | |
| gdc.oaire.keywords | machine learning | |
| gdc.oaire.keywords | multi-class supervised classification | |
| gdc.oaire.keywords | Animal behaviour prediction | |
| gdc.oaire.popularity | 2.19756E-9 | |
| gdc.oaire.publicfunded | false | |
| gdc.openalex.collaboration | International | |
| gdc.openalex.fwci | 0.0 | |
| gdc.openalex.normalizedpercentile | 0.28 | |
| gdc.opencitations.count | 0 | |
| gdc.plumx.mendeley | 3 | |
| gdc.plumx.scopuscites | 0 | |
| gdc.publishedmonth | Mayıs | |
| gdc.relation.journal | 2022 30th Signal Processing and Communications Applications Conference, Siu 2022 | |
| gdc.scopus.citedcount | 0 | |
| gdc.virtual.author | Çakar, Tuna | |
| gdc.wos.citedcount | 0 | |
| gdc.wos.publishedmonth | Mayıs | |
| gdc.yokperiod | YÖK - 2021-22 | |
| relation.isAuthorOfPublication | 10f8ce3b-94c2-40f0-9381-0725723768fe | |
| relation.isAuthorOfPublication.latestForDiscovery | 10f8ce3b-94c2-40f0-9381-0725723768fe | |
| relation.isOrgUnitOfPublication | 05ffa8cd-2a88-4676-8d3b-fc30eba0b7f3 | |
| relation.isOrgUnitOfPublication | 0d54cd31-4133-46d5-b5cc-280b2c077ac3 | |
| relation.isOrgUnitOfPublication | a6e60d5c-b0c7-474a-b49b-284dc710c078 | |
| relation.isOrgUnitOfPublication.latestForDiscovery | 05ffa8cd-2a88-4676-8d3b-fc30eba0b7f3 |
Files
Original bundle
1 - 1 of 1
Loading...
- Name:
- Predicting_Animal_Behaviours_Physical_and_Behavioural_Classification_Of_Dog_Walking_Levels.pdf
- Size:
- 847.86 KB
- Format:
- Adobe Portable Document Format
- Description:
- Full Text - Article
License bundle
1 - 1 of 1
No Thumbnail Available
- Name:
- license.txt
- Size:
- 0 B
- Format:
- Item-specific license agreed upon to submission
- Description: