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題名:Discovering Time-Interval Sequential Patterns by a Pattern Growth Approach with Confidence Constraints
書刊名:International Journal of Information and Management Sciences
作者:徐煥智周清江鄭啓斌顏志祐
作者(外文):Shyur, Huan-jyhJou, ChichangCheng, Chi-binYen, Chih-yu
出版日期:2016
卷期:27:2
頁次:頁129-145
主題關鍵詞:循序樣式探勘時間區間循序式樣式成長信賴度Sequential pattern miningTime-interval sequential patternsPattern growthConfidence
原始連結:連回原系統網址new window
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  • 點閱點閱:6
期刊論文
1.Chen, Y. L.、Chiang, M. C.、Ko, M. T.(2003)。Discovering Time-Interval Sequential Patterns in Sequence Databases。Expert Systems and Applications,25(3),343-354。  new window
2.Chen, M.-S.、Park, J. S.、Yu, P. S.(1998)。Efficient Data Mining for Path Traversal Patterns。IEEE Transactions on Knowledge and Data Engineering,10(2),209-221。  new window
3.Stejic, Z.、Takama, Y.、Hirota, K.(2003)。Genetic algorithm-based relevance feedback for image retrieval using local similarity patterns。Information Processing and Management,39(1),1-23。  new window
4.Shyur, H. J.、Jou, C.、Chang, K.(2013)。A data mining approach to discovering reliable sequential patterns。Journal of Systems and Software,86(8),2196-2203。  new window
5.Yang, K.、Hong, T.、Chen, Y.、Lan, G.(2013)。Projection-based partial periodic pattern mining for event sequences。Expert Systems with Applications,40,4231-4240。  new window
6.Zhou, C.、Cule, B.、Goethals, B.(2015)。A pattern based predictor for event streams。Expert Systems with Applications,42,9294-9306。  new window
7.Mannila, H.、Toivonen, H.、Verkamo, A. I.(1997)。Discovery of Frequent Episodes in Event Sequences。Data Mining and Knowledge Discovery,1,259-289。  new window
8.Zaki, M. J.(2001)。SPADE: An efficient algorithm for mining frequent sequences。Machine Learning,42(1/2),31-60。  new window
9.Chen, Ming-Syan、Han, Jiawei、Yu, Philip S.(1996)。Data Mining: An Overview from a Database Perspective。IEEE Transactions on Knowledge and Data Engineering,8(6),866-883。  new window
10.Cooley, R.、Mobasher, B.、Srivastava, J.(1999)。Data Preparation for Mining World Wide Web Browsing Patterns。Knowledge and Information Systems,1(1),5-32。  new window
會議論文
1.Srikant, R.、Agrawal, R.(1996)。Mining Sequential Patterns: Generalizations and Performance Improvements。The 5th International Conference on Extending Database Technology,3-17。  new window
2.Chang, C.-I.、Chueh, H.-E.、Luo, Y.-C.(2012)。An integrated sequential patterns mining with fuzzy time-interval。The 2012 International Conference on Systems and Informatics,2294-2298。  new window
3.Fiot, C. Laurent,A. Teisseire, M.(2007)。Extended time constraints for sequence mining。Proc. of the 14th International Symposium on Temporal Representation and Reasoning,105-116。  new window
4.Han, J.、Gong, W.、Yin, Y.(1998)。Mining segment-wise periodic patterns in time-related databases。The 1998 International Conference on Knowledge Discovery and Data Mining。New York。214-218。  new window
5.Ma, S.、Hellerstein, J. L.(2001)。Mining partially periodic event patterns with unknown periods。The 17th International Conference on Data Engineering。Heidelberg。205-214。  new window
6.Wu, P.-H.、Peng, W.-C.、Chen, M.-S.(2001)。Mining sequential alarm patterns in a telecom- munication database。Proceedings of Workshop on Databases in Telecommunications,37-51。  new window
7.Srikant, R.、Agrawal, R.(1995)。Mining Sequential Patterns。The Eleventh International Conference on Data Engineering。Taipei:IEEE Computer Society。3-14。  new window
8.Han, J.、Pei, J.、Mortazavi-Asl, B.、Chen, Q.、Dayal, U.、Hsu, M. C.(2000)。FreeSpan: Frequent Pattern-Projected Sequential Pattern Mining。ACM SIGKDD International Conference on Knowledge Discovery in Databases,355-359。  new window
9.Pei, J.、Han, J.、Mortazavi-asl, B.、Zhu, H.(2000)。Mining Access Patterns Efficiently from Web Logs。The 2000 Pacific-Asia Conference on Knowledge Discovery and Data Mining。Kyoto。396-407。  new window
10.Pei, J.、Han, J.、Mortazavi-Asl, B.、Pinto, H.、Chen, Q.、Dayal, U.、Hsu, M. C.(2001)。PrefixSpan: Mining sequential patterns efficiently by prefix-projected pattern growth。17th International Conference on Data Engineering,215-224。  new window
11.Agrawal, Rakesh、Srikant, Ramakrishnan(1994)。Fast algorithms for mining association rules。The 20th International Conference on Very Large Data Bases。Santiago。487-499。  new window
12.Han, J.、Pei, J.、Yin, Y.(2000)。Mining frequent patterns without candidate generation。The 2000 ACM SIGMOD International Conference on Management of Data。ACM。1-12。  new window
13.Han, J.、Dong, G.、Yin, Y.(1999)。Efficient Mining of Partial Periodic Patterns in Time Series Database。The 15th International Conference on Data Engineering。Sydney。106-115。  new window
14.Li, C. -S.、Yu, P. S.、Castelli, V.(1996)。HierarchyScan: A Hierarchical Similarity Search Algorithm for Databases of Long Sequences。The 12th International Conference on Data Engineering。New Orleans, LA。546-553。  new window
圖書
1.Frawley, W. J.、Paitesky-Shapire, G.、Matheus, G. C. J.(1991)。Knowledge Discovery in Databases: An Overview。The MIT Press。  new window
 
 
 
 
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