Data mining framework using a signature associated with an...

Details Data mining framework using a signature associated with an... Data mining framework using a signature associated with an...

2006-04-04

2006-04-04

Pham, Khanh (Department: 2166)

Data processing: database and file management or data structures

Database design

Data structure types

C707S793000, C707S793000, C717S105000, C717S107000

Reexamination Certificate

active

07024417

ABSTRACT:
A framework is provided that enables data mining algorithms to be plugged into it without any change to algorithm software implementations, while still providing all the standard data mining tasks. It may be implemented by the data source provider. It also then allows for the complete separation of data storage and algorithms. When the user initiates a mining session and picks an algorithm for build task or a model for an apply or test task, the framework may become responsible for preparing a set of “prompts” to the user asking him to provide some expression which is specific to the particular kind of data the user is working with.

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Mitchell et al., A framework for user-interfaces to databases, Proceedings of the workshop on Advanced visual interfaces Gubbio, Italy, pp.: 81-90.
Fortin et al., “An object-oriented approach to multi-level association rule mining”, Proceedings of the fifth international conference on Information and knowledge management, Rockville, Maryland, United States, pp.: 65-72, Year of Publication: 1996.

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