Hybrid Data Reduction Technique for Classification of Transaction Data
Identifieur interne : 002403 ( Main/Exploration ); précédent : 002402; suivant : 002404Hybrid Data Reduction Technique for Classification of Transaction Data
Auteurs : Ifiok Udo [Nigeria] ; Babajide Afolabi [Nigeria]Source :
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Abstract
Data classification problems during the process of mining transaction data requires robust and efficient data reduction technique to guard against loss of essential level information. In this paper, we have addressed the concepts of data reduction in transaction processing systems. The tradeoffs of data reduction techniques are being presented and a hybrid technique for data reduction suitable for addressing classification problems of transaction data is proposed.
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xml:lang="en"><term>Database</term><term>classification and transaction data</term><term>hybrid data reduction</term></keywords><keywords scheme="mix" xml:lang="fr"><term>Base de donnees</term><term>donnees operationnelles</term><term>reduction de donnees</term></keywords><keywords scheme="Wicri" type="topic" xml:lang="fr"><term>Base de données</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Data classification problems during the process of mining transaction data requires robust and efficient data reduction technique to guard against loss of essential level information. In this paper, we have addressed the concepts of data reduction in transaction processing systems. The tradeoffs of data reduction techniques are being presented and a hybrid technique for data reduction suitable for addressing classification problems of transaction data is proposed.</div></front></TEI><affiliations><list><country><li>Nigeria</li></country></list><tree><country name="Nigeria"><noRegion><name sortKey="Udo, Ifiok" sort="Udo, Ifiok" uniqKey="Udo I" first="Ifiok" last="Udo">Ifiok Udo</name></noRegion><name sortKey="Afolabi, Babajide" sort="Afolabi, Babajide" uniqKey="Afolabi B" first="Babajide" last="Afolabi">Babajide Afolabi</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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