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            <title xml:lang="en">A Compression Method of Decision Table Based on Matrix Computation</title>
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                <title xml:lang="en">A Compression Method of Decision Table Based on Matrix Computation</title>
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                    <forename type="first">Laipeng</forename>
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                  <date type="start">2010-10-22</date>
                  <date type="end">2010-10-25</date>
                  <settlement>Nanchang</settlement>
                  <country key="CN">China</country>
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                <editor>Daoliang Li</editor>
                <editor>Yande Liu</editor>
                <editor>Yingyi Chen</editor>
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                  <biblScope unit="serie">Computer and Computing Technologies in Agriculture IV</biblScope>
                  <biblScope unit="volume">AICT-347</biblScope>
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                <term xml:lang="en">information compression</term>
                <term xml:lang="en">attribute reduction</term>
                <term xml:lang="en">equivalence matrix</term>
                <term xml:lang="en">Rough Set</term>
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              <p>A new algorithm of attribute reduction based on boolean matrix computation is proposed in this paper. The method compresses the valid information stored in table into a binary tree, at the same time deleting the invalid information and sharing a branch about the same prefix information. Some relative concepts such as local core attributes, local attribute reduction and global core attributes, global attribute reduction are introduced. The conclusions that the global core set is the union of all local core sets and the global attribute reduction sets are the union of respective local attribute reduction sets are proved. The attribute reduction steps of the algorithm are presented. At last, The correctness and effectiveness of the new algorithm are also shown in experiment and in an example.</p>
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