Temporal discrete Z-number and its application in assessing EEG signal data of epileptic seizure
Analysis and modeling of a complex physical system, particularly EEG signals involved vague and uncertain information. The approach introduced by Kosanovic using temporal fuzzy set to model a complex system particularly the EEG signal does not address the problem of uncertainty for the time of occ...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Penerbit Universiti Kebangsaan Malaysia
2020
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| Online Access: | http://journalarticle.ukm.my/15900/ http://journalarticle.ukm.my/15900/1/2.pdf |
| _version_ | 1848813913691389952 |
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| author | Abdullahi, Mujahid Tahir Ahmad, Vinod Ramachandran, |
| author_facet | Abdullahi, Mujahid Tahir Ahmad, Vinod Ramachandran, |
| author_sort | Abdullahi, Mujahid |
| building | UKM Institutional Repository |
| collection | Online Access |
| description | Analysis and modeling of a complex physical system, particularly EEG signals involved vague and uncertain
information. The approach introduced by Kosanovic using temporal fuzzy set to model a complex system particularly
the EEG signal does not address the problem of uncertainty for the time of occurrence. In this paper, an ordered discrete
Z-number is used to construct temporal discrete Z-number to assess EEG signal data of an epileptic seizure for the first
time. The proposed temporal discrete Z-number is able to accommodate the problem of uncertainty with regards to the
time of occurrence for a given seizure by using and modifying the method for measuring the uncertainty of Z-number. |
| first_indexed | 2025-11-15T00:25:45Z |
| format | Article |
| id | oai:generic.eprints.org:15900 |
| institution | Universiti Kebangasaan Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T00:25:45Z |
| publishDate | 2020 |
| publisher | Penerbit Universiti Kebangsaan Malaysia |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:generic.eprints.org:159002020-12-04T07:57:37Z http://journalarticle.ukm.my/15900/ Temporal discrete Z-number and its application in assessing EEG signal data of epileptic seizure Abdullahi, Mujahid Tahir Ahmad, Vinod Ramachandran, Analysis and modeling of a complex physical system, particularly EEG signals involved vague and uncertain information. The approach introduced by Kosanovic using temporal fuzzy set to model a complex system particularly the EEG signal does not address the problem of uncertainty for the time of occurrence. In this paper, an ordered discrete Z-number is used to construct temporal discrete Z-number to assess EEG signal data of an epileptic seizure for the first time. The proposed temporal discrete Z-number is able to accommodate the problem of uncertainty with regards to the time of occurrence for a given seizure by using and modifying the method for measuring the uncertainty of Z-number. Penerbit Universiti Kebangsaan Malaysia 2020-09 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/15900/1/2.pdf Abdullahi, Mujahid and Tahir Ahmad, and Vinod Ramachandran, (2020) Temporal discrete Z-number and its application in assessing EEG signal data of epileptic seizure. Sains Malaysiana, 49 (9). pp. 2043-2051. ISSN 0126-6039 http://www.ukm.my/jsm/malay_journals/jilid49bil9_2020/KandunganJilid49Bil9_2020.html |
| spellingShingle | Abdullahi, Mujahid Tahir Ahmad, Vinod Ramachandran, Temporal discrete Z-number and its application in assessing EEG signal data of epileptic seizure |
| title | Temporal discrete Z-number and its application in assessing EEG signal data of epileptic seizure |
| title_full | Temporal discrete Z-number and its application in assessing EEG signal data of epileptic seizure |
| title_fullStr | Temporal discrete Z-number and its application in assessing EEG signal data of epileptic seizure |
| title_full_unstemmed | Temporal discrete Z-number and its application in assessing EEG signal data of epileptic seizure |
| title_short | Temporal discrete Z-number and its application in assessing EEG signal data of epileptic seizure |
| title_sort | temporal discrete z-number and its application in assessing eeg signal data of epileptic seizure |
| url | http://journalarticle.ukm.my/15900/ http://journalarticle.ukm.my/15900/ http://journalarticle.ukm.my/15900/1/2.pdf |