Mining high-dimensional and graph data using spectral analysis

Although the field of data mining has seen major advancements in the past fifteen years, algorithms for handling complex data (with high dimensionality or complex graph structures) are only becoming the mainstream in recent years. To address the difficulties of mining complex data, we argue that a r...

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Bibliographic Details
Main Author: Li, Wenyuan
Other Authors: Ng Wee Keong
Format: Theses and Dissertations
Published: 2008
Subjects:
Online Access:https://hdl.handle.net/10356/2360
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Institution: Nanyang Technological University
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