A Hybrid Artificial Neural Network Model For Data Visualisation, Classification, And Clustering [QP363.3. T253 2006 f rb].

Teh, Chee Siong (2006) A Hybrid Artificial Neural Network Model For Data Visualisation, Classification, And Clustering [QP363.3. T253 2006 f rb]. PhD thesis, Universiti Sains Malaysia.

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    Abstract

    Tesis ini mempersembahkan penyelidikan tentang satu model hibrid rangkaian neural buatan yang boleh menghasilkan satu peta pengekalan-topologi, serupa dengan penerangan teori bagi peta otak, untuk visualisasi, klasifikasi dan pengklusteran data. In this thesis, the research of a hybrid Artificial Neural Network (ANN) model that is able to produce a topology-preserving map, which is akin to the theoretical explanation of the brain map, for data visualisation, classification, and clustering is presented.

    Item Type: Thesis (PhD)
    Subjects: Q Science > QP Physiology > QP351-495 Neurophysiology and neuropsychology
    Divisions: Pusat Pengajian Teknologi Industri (School of Industrial Technology)
    Depositing User: ARKM Al Rashid Automasi
    Date Deposited: 16 Mar 2009 19:10
    Last Modified: 13 Jul 2013 11:53
    URI: http://eprints.usm.my/id/eprint/8362

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