How is a data mining different from a database?

1. How is a data mining different from a database?

2. Present an example where data mining is crucial to the success of a business.

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3. Explain the difference and similarity between discrimination and classification, between characterization and clustering, and between classification and regression

4. Describe three challenges to data mining a regarding data mining methodology and user interaction issue.

Outline the major research challenge of data mining in one specific application domain, such as stream/sensor data analysis, spatiotemporal data analysis, or bioinformatics

6. Briefly outline how to compute the dissimilarity between objects described by the following: (a) Nominal attributes (b) Binary attributes (c) Numeric attributes

7. Briefly outline how to compute the visualization techniques described by the following: (a) Pixel-oriented (b) Geometric-based (c) Parallel coordinate

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