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An extended K-means++ with mixed attributes for outlier detection

- Progress presentation -. An extended K-means++ with mixed attributes for outlier detection. Presented by Miss Sarunya Kanjanawattana. Examination Committee. Dr. Sumanta Guha (Chairperson) Prof. Dr. Phan Minh Dung (Committee) Dr. Matthew N. Dailey (Committee). Agenda. Contribution

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An extended K-means++ with mixed attributes for outlier detection

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  1. - Progress presentation - An extended K-means++ with mixed attributes for outlier detection Presented by Miss SarunyaKanjanawattana

  2. Examination Committee Dr. SumantaGuha (Chairperson)Prof. Dr. Phan Minh Dung (Committee)Dr. Matthew N. Dailey (Committee)

  3. Agenda • Contribution • Methodology • Converting mixed attributes • Mathematicaltheory • Present a numericaldataset • The process of K-means++ • A method for detectingoutliers • Evaulation

  4. Contribution

  5. Contribution

  6. Methodology • Converting mixed attributes • Mathematicaltheory • Present a numericaldataset • The process of K-means++ • A method for detectingoutliers

  7. Methodology

  8. Implementation

  9. Implementation

  10. Thanks for your attention Dr. SumantaGuha (Chairperson) Prof. Dr. Phan Minh Dung (Committee) Dr. Matthew N. Dailey (Committee)

  11. Question?

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