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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Baoqing Jiang Meng Liang Ling Mei |
| Copyright Year | 2010 |
| Abstract | Attribute reduction algorithm for decision table based on Skowron’s discernibility matrix which is hardly decide the independence of the subset of condition attribute relative to decision attribute. In this paper, we firstly use item set lattice on Skowron’s discernibility matrix, and then search the item set lattice, at last use Boundary algorithm to get reduction sets. Experimental result indicates that the proposed method can get all reduction sets and don’t need to verify the problem of independence. |
| Starting Page | 117 |
| Ending Page | 121 |
| File Size | 338054 |
| Page Count | 5 |
| File Format | |
| ISBN | 9781424484324 |
| DOI | 10.1109/AICI.2010.264 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2010-10-23 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Algorithm design and analysis Knowledge engineering Itemsets Lattices Attribute reduction Itemset lattice Independence Boundary algorithm Classification algorithms Discernibility matrix |
| Content Type | Text |
| Resource Type | Article |
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