Feature extraction and classification for EEG signals using wavelet transform and machine learning techniques.
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| Title: | Feature extraction and classification for EEG signals using wavelet transform and machine learning techniques. |
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| Authors: | Amin HU; Department of Electrical & Electronic Engineering, Centre for Intelligent Signal & Imaging Research (CISIR), Universiti Teknologi PETRONAS, Bandar Seri Iskandar, 31750, Tronoh, Perak, Malaysia, hafeezullahamin@gmail.com., Malik AS, Ahmad RF, Badruddin N, Kamel N, Hussain M, Chooi WT |
| Source: | Australasian physical & engineering sciences in medicine [Australas Phys Eng Sci Med] 2015 Mar; Vol. 38 (1), pp. 139-49. Date of Electronic Publication: 2015 Feb 04. |
| Publication Type: | Journal Article; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: Springer Country of Publication: Netherlands NLM ID: 8208130 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-5447 (Electronic) Linking ISSN: 01589938 NLM ISO Abbreviation: Australas Phys Eng Sci Med Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 25649845 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Feature extraction and classification for EEG signals using wavelet transform and machine learning techniques. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Amin+HU%22">Amin HU</searchLink>; Department of Electrical & Electronic Engineering, Centre for Intelligent Signal & Imaging Research (CISIR), Universiti Teknologi PETRONAS, Bandar Seri Iskandar, 31750, Tronoh, Perak, Malaysia, hafeezullahamin@gmail.com.<br /><searchLink fieldCode="AU" term="%22Malik+AS%22">Malik AS</searchLink><br /><searchLink fieldCode="AU" term="%22Ahmad+RF%22">Ahmad RF</searchLink><br /><searchLink fieldCode="AU" term="%22Badruddin+N%22">Badruddin N</searchLink><br /><searchLink fieldCode="AU" term="%22Kamel+N%22">Kamel N</searchLink><br /><searchLink fieldCode="AU" term="%22Hussain+M%22">Hussain M</searchLink><br /><searchLink fieldCode="AU" term="%22Chooi+WT%22">Chooi WT</searchLink> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%228208130%22">Australasian physical & engineering sciences in medicine</searchLink> [Australas Phys Eng Sci Med] 2015 Mar; Vol. 38 (1), pp. 139-49. <i>Date of Electronic Publication: </i>2015 Feb 04. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Research Support, Non-U.S. Gov't – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>8208130 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-5447 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201589938%22">01589938 </searchLink><i>NLM ISO Abbreviation: </i>Australas Phys Eng Sci Med <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=25649845 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s13246-015-0333-x Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 139 Titles: – TitleFull: Feature extraction and classification for EEG signals using wavelet transform and machine learning techniques. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Amin HU – PersonEntity: Name: NameFull: Malik AS – PersonEntity: Name: NameFull: Ahmad RF – PersonEntity: Name: NameFull: Badruddin N – PersonEntity: Name: NameFull: Kamel N – PersonEntity: Name: NameFull: Hussain M – PersonEntity: Name: NameFull: Chooi WT IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 03 Text: 2015 Mar Type: published Y: 2015 Identifiers: – Type: issn-electronic Value: 1879-5447 Numbering: – Type: volume Value: 38 – Type: issue Value: 1 Titles: – TitleFull: Australasian physical & engineering sciences in medicine Type: main |
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