Title page for 88423039


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Student Number 88423039
Author Shang-Yu Shu(許長裕)
Author's Email Address No Public.
Statistics This thesis had been viewed 1312 times. Download 780 times.
Department Information Management
Year 2000
Semester 2
Degree Master
Type of Document Master's Thesis
Language zh-TW.Big5 Chinese
Title 多維度界性資料挖掘—以股市為例
Date of Defense 2001-07-16
Page Count 51
Keyword
  • E-Apriori
  • EH-Apriori
  • Inter-Transaction
  • Abstract none
    Table of Content 第一章 緒論1
    第一節研究背景1
    第二節研究範圍2
    第三節研究目的2
    第四節論文架構3
    第二章 文獻探討4
    第一節循序資料挖掘4
    第二節界內性資料挖掘V.S跨界性資料挖掘4
    第三節支持度與信任度6
    第四節跨界性多維度資料挖掘7
    第五節滑動視窗(SLIDING WINDOW)7
    第六節多維度資料庫9
    第七節多維度跨界性資料挖掘議題13
    第三章 分析架構16
    第一節邏輯樹狀概念16
    第二節樹狀資料與陣列結構結構17
    第四章 OP-APRIORI演算法20
    第一節演算法流程20
    第二節演算法23
    第五章 多維度資料庫與程式結果報告40
    第一節實驗來源40
    第二節實驗假設與資料轉換41
    第三節實驗分組與設定43
    第四節結果分析44
    第五節OP-APRIORI與E-APRIORI效能檢測45
    第六章 結論47
    第一節論文貢獻47
    第二節未來展望47
    參考文獻50
    附錄A51
    A.151
    A.258
    A.361
    A.469
    A.571
    A.683
    Reference [AS94a]R. Agrawal and R. Srikant, “Fast algorithm for mining association rules,” In Proc. 20th Intl. Conf. Very Large Data Bases, pp.478-499, Santiago, Chile, September 1994.
    [AS94b]R.Agrawal, R.Srikant, “Mining Sequential Patterns,” Proc. Of the Int’l Conference on Data Engineering(ICDE), Taipei, Taiwan, March 1995. Expanded version available as IBM Research Report RJ9910, October 1994.
    [CHY96]M.S. Chen, J. Han, and P.S. Yu, “Data Mining:An Overview from a Database Perspective,” IEEE Transaction on knowledge and Data Engineering, 8(6):pp.866-883, 1996
    [HPY00]J. Han, J. Pei, and Y. Yin, “Mining Frequent Patterns without Candidate Generation,” Proc. 2000 ACM-SIGMOD Int. Conf. On Management of Data(SIGMOD’00), Dallas, TX, May 2000.
    [LHF98]H. Lu, J. Han, L. Feng, “Stock Movement and N-Dimensional Inter-Transaction Association Rules,” Proc. 1998 SIGMOD’96 Workshop on Research Issues on Data Mining and Knowledge Discovery(DMKD’98), Seattle, Washington, June 1998, pp.12:1-12:7.
    [LHFY99]H. Lu, J. Han, L. Feng, J. Yu, “Mining Inter-Transaction Association Rules with Templates,” Proc. 1999 Int. Conf. on Information and Knowledge Management (CIKM'99), Kansas City, Missouri, Nov. 1999.
    [PCY97] Jong Soo Park, Ming-Syan Chen, Yu, P.S, “Using a Hash-Based Method with Transaction Trimming for Mining Association Rules,” Knowledge and Data Engineering, IEEE Transactions on , Volume: 9 Issue: 5 , Sept.-Oct. 1997, pp.813-825.
    Advisor
  • Chin-Yuan Ho(何靖遠)
  • Files
  • 88423039.pdf
  • approve immediately
    Date of Submission 2001-07-16

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