Download PDF by Wai-Ki Ching, Michael Kwok-Po Ng: Advances in Data Mining and Modeling: Hong Kong 27 - 28 June

By Wai-Ki Ching, Michael Kwok-Po Ng

ISBN-10: 9812383549

ISBN-13: 9789812383549

ISBN-10: 9812704957

ISBN-13: 9789812704955

Facts mining and information modelling are below quickly improvement. due to their broad functions and examine contents, many practitioners and teachers are drawn to paintings in those components. so as to selling conversation and collaboration one of the practitioners and researchers in Hong Kong, a workshop on facts mining and modelling was once held in June 2002. Prof Ngaiming Mok, Director of the Institute of Mathematical study, The college of Hong Kong, and Prof Tze Leung Lai (Stanford University), C.V. Starr Professor of the collage of Hong Kong, initiated the workshop. This paintings includes chosen papers awarded on the workshop. The papers fall into major different types: info mining and information modelling. facts mining papers take care of trend discovery, clustering algorithms, class and sensible purposes within the inventory marketplace. information modelling papers deal with neural community types, time sequence types, statistical types and functional purposes.

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We find that our method outperform the K-means clustering method. Conclusive remarks and further extensions are discussed in Section 4. ' 2. Unidimensional Scaling UDS can be formulated as to minimize the following loss function: n U(X) = C ( d i j - [xi - ~ j 1 ) ~ i

Then we use Fisher optimization model in gene selection. The algorithm converges at the eighth step. Sixteen genes are selected and Fisher linear discriminant is used for classification. All the 38 training samples and 34 test samples are correctly classified. 3 seconds. Golub et a1 [6] selected the first 50 genes with individual gene scoring method and used weighted voting method in classification, and 36 are correctly classified from the 38 training samples and 29 are correctly classified from the 34 test samples.

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Advances in Data Mining and Modeling: Hong Kong 27 - 28 June 2002 by Wai-Ki Ching, Michael Kwok-Po Ng


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