| dc.contributor.author | Tulum, Gokalp | en_US |
| dc.contributor.author | Artug, N. Tugrul | en_US |
| dc.contributor.author | Bolat, Bulent | en_US |
| dc.date.accessioned | 2019-10-29T17:32:53Z | |
| dc.date.available | 2019-10-29T17:32:53Z | |
| dc.date.issued | 2013 | |
| dc.identifier.isbn | 978-1-4799-0661-1; 978-1-4799-0659-8 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12294/1860 | |
| dc.identifier.uri | http://dx.doi.org/10.1109/INISTA.2013.6577634 | |
| dc.description | IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA) --JUN 19-21, 2013 -- BULGARIA | en_US |
| dc.description | WOS: 000332186500020 | en_US |
| dc.description.abstract | In this work, four human activities were classified by using multi layer perceptron and k-nearest neighbours algorithm. Due to mass amount of data, two different feature selection methods, which are ReliefF and t-score, were applied to the data. The best result is obtained as 97.6% with 51 features selected by ReliefF. | en_US |
| dc.description.sponsorship | IEEE, Bulgarian Sci Acad, Bulgarian Acad Sci, Inst Informat & Commun Technologies, IEEE Bulgarian Sect | en_US |
| dc.language.iso | eng | en_US |
| dc.publisher | IEEE | en_US |
| dc.relation.ispartof | 2013 IEEE INTERNATIONAL SYMPOSIUM ON INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS (IEEE INISTA) | en_US |
| dc.identifier.doi | 10.1109/INISTA.2013.6577634 | en_US |
| dc.identifier.doi | 10.1109/INISTA.2013.6577634 | |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Feature selection | en_US |
| dc.subject | ReliefF | en_US |
| dc.subject | t-score | en_US |
| dc.subject | human activity detection | en_US |
| dc.title | Performance Evaluation of Feature Selection Algorithms on Human Activity Classification | en_US |
| dc.type | conferenceObject | en_US |
| dc.department | İstanbul Arel Üniversitesi | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.department-temp | [Tulum, Gokalp] Yeni Yuzyil Univ, Elect & Elect Engn, Istanbul, Turkey -- [Artug, N. Tugrul] Istanbul Arel Univ, Elect & Elect Engn, Istanbul, Turkey -- [Bolat, Bulent] Yildiz Tech Univ, Elect & Commun Engn, Istanbul, Turkey | en_US |
