Multiple Pulse K-Nearest Neighbors Authentication for Malay ECG Based Class Attendance System
Conference venue: Kuala Lumpur
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2014
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my.unikl.ir-89672015-06-30T05:26:28Z Multiple Pulse K-Nearest Neighbors Authentication for Malay ECG Based Class Attendance System Sairul Izwan Safie Haidawati Nasir Kushsairy Kadir Lykourgos Petropoulakis Conference venue: Kuala Lumpur This paper introduces a modified version of the k-Nearest Neighbor (kNN) classifier named Multiple Pulse k-Nearest Neighbor (MPkNN). MPkNN is developed by combining the special characteristic of the Pulse Active Width (PAW)technique with kNN. In this work, PAW and MPkNN have been used in a Malay electrocardiogram (ECG) based Class attendance system. A step by step description of generating the new Malay electrocardiogram (ECG) database is also described in this paper. A comparison of a misclassified set of results when using k-NN, with the correct results when using MPkNN is shown in the results section. Overall, PAW and MPkNN manage to correctly identify all subjects in the database during the authentication process. This study presents a novel method of reconfirming classification results using kNN for the same investigated signal. 2014-12-11T01:41:38Z 2014-12-11T01:41:38Z 2014-12-11 http://localhost/xmlui/handle/123456789/8967 en |
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| language |
English |
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Conference venue: Kuala Lumpur |
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| author |
Sairul Izwan Safie Haidawati Nasir Kushsairy Kadir Lykourgos Petropoulakis |
| spellingShingle |
Sairul Izwan Safie Haidawati Nasir Kushsairy Kadir Lykourgos Petropoulakis Multiple Pulse K-Nearest Neighbors Authentication for Malay ECG Based Class Attendance System |
| author_facet |
Sairul Izwan Safie Haidawati Nasir Kushsairy Kadir Lykourgos Petropoulakis |
| author_sort |
Sairul Izwan Safie |
| title |
Multiple Pulse K-Nearest Neighbors Authentication for Malay ECG Based Class Attendance System |
| title_short |
Multiple Pulse K-Nearest Neighbors Authentication for Malay ECG Based Class Attendance System |
| title_full |
Multiple Pulse K-Nearest Neighbors Authentication for Malay ECG Based Class Attendance System |
| title_fullStr |
Multiple Pulse K-Nearest Neighbors Authentication for Malay ECG Based Class Attendance System |
| title_full_unstemmed |
Multiple Pulse K-Nearest Neighbors Authentication for Malay ECG Based Class Attendance System |
| title_sort |
multiple pulse k-nearest neighbors authentication for malay ecg based class attendance system |
| publishDate |
2014 |
| url |
http://localhost/xmlui/handle/123456789/8967 |
| _version_ |
1644485025607974912 |