A fuzzy data mining algorithm for quantitative values
This paper attempts to propose a new data-mining algorithm to enhance the capability of exploring interesting knowledge from transactions with quantitative values. The proposed algorithm integrates the fuzzy set concepts and the a priori mining algorithm to find interesting fuzzy association rules f...
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Published in | 1999 Third International Conference on Knowledge-Based Intelligent Information Engineering Systems. Proceedings (Cat. No.99TH8410) pp. 480 - 483 |
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Main Authors | , , |
Format | Conference Proceeding |
Language | English |
Published |
IEEE
1999
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Subjects | |
Online Access | Get full text |
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Abstract | This paper attempts to propose a new data-mining algorithm to enhance the capability of exploring interesting knowledge from transactions with quantitative values. The proposed algorithm integrates the fuzzy set concepts and the a priori mining algorithm to find interesting fuzzy association rules from given transaction data. Experiments on student grades in I-Shou University are also made to verify the performance of the proposed algorithm. |
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AbstractList | This paper attempts to propose a new data-mining algorithm to enhance the capability of exploring interesting knowledge from transactions with quantitative values. The proposed algorithm integrates the fuzzy set concepts and the a priori mining algorithm to find interesting fuzzy association rules from given transaction data. Experiments on student grades in I-Shou University are also made to verify the performance of the proposed algorithm. |
Author | Chan-Sheng Kuo Sheng-Chai Chi Tzung-Pei Hong |
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PublicationTitle | 1999 Third International Conference on Knowledge-Based Intelligent Information Engineering Systems. Proceedings (Cat. No.99TH8410) |
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Snippet | This paper attempts to propose a new data-mining algorithm to enhance the capability of exploring interesting knowledge from transactions with quantitative... |
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SubjectTerms | Algorithm design and analysis Association rules Data mining Electronic mail Filtering algorithms Fuzzy sets Humans Information management Itemsets Knowledge management |
Title | A fuzzy data mining algorithm for quantitative values |
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