Approaches for pattern discovery using sequential data mining
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[1] Umeshwar Dayal,et al. FreeSpan: frequent pattern-projected sequential pattern mining , 2000, KDD '00.
[2] Jesús S. Aguilar-Ruiz,et al. Gene association analysis: a survey of frequent pattern mining from gene expression data , 2010, Briefings Bioinform..
[3] R. J. Kuo,et al. Integration of K-means algorithm and AprioriSome algorithm for fuzzy sequential pattern mining , 2009, Appl. Soft Comput..
[4] Jian Pei,et al. Data Mining: Concepts and Techniques, 3rd edition , 2006 .
[5] Ming-Yen Lin,et al. Incremental Discovery of Sequential Patterns Using a Backward Mining Approach , 2009, 2009 International Conference on Computational Science and Engineering.
[6] Mario Piattini,et al. An Experimental Replication With Data Warehouse Metrics , 2005, Int. J. Data Warehous. Min..
[7] Jean-Marc Adamo,et al. Data Mining for Association Rules and Sequential Patterns , 2000, Springer New York.
[8] Jiawei Han,et al. Efficient Mining of Closed Repetitive Gapped Subsequences from a Sequence Database , 2009, 2009 IEEE 25th International Conference on Data Engineering.
[9] Jiawei Han,et al. Data Mining: Concepts and Techniques, Second Edition , 2006, The Morgan Kaufmann series in data management systems.
[10] Srinivasan Parthasarathy,et al. Incremental and interactive sequence mining , 1999, CIKM '99.
[11] Tatiana V. Sambukova. Machine Learning in Studying the Organism’s Functional State of Clinically Healthy Individuals Depending on Their Immune Reactivity , 2013 .
[12] Jiawei Han,et al. TSP: mining top-K closed sequential patterns , 2003, Third IEEE International Conference on Data Mining.
[13] Dmitriy Fradkin,et al. Margin-closed frequent sequential pattern mining , 2010, UP '10.
[14] David Wai-Lok Cheung,et al. Efficient Algorithms for Incremental Update of Frequent Sequences , 2002, PAKDD.
[15] Richard Nock,et al. Statistical supports for mining sequential patterns and improving the incremental update process on data streams , 2007, Intell. Data Anal..
[16] M. Teisseire,et al. Efficient mining of sequential patterns with time constraints: Reducing the combinations , 2009, Expert Syst. Appl..
[17] Maguelonne Teisseire,et al. Incremental mining of sequential patterns in large databases , 2003, Data Knowl. Eng..
[18] ChenYen-Liang,et al. A novel knowledge discovering model for mining fuzzy multi-level sequential patterns in sequence databases , 2008 .
[19] Jiawei Han,et al. Stream Sequential Pattern Mining with Precise Error Bounds , 2008, 2008 Eighth IEEE International Conference on Data Mining.
[20] Mark Brown. For Additional Reading , 2008 .
[21] Florent Masseglia,et al. The PSP Approach for Mining Sequential Patterns , 1998, PKDD.
[22] Georges Gardarin,et al. Advances in Database Technology — EDBT '96 , 1996, Lecture Notes in Computer Science.
[23] Jan Chomicki,et al. Hippo: A System for Computing Consistent Answers to a Class of SQL Queries , 2004, EDBT.
[24] Jiawei Han,et al. IncSpan: incremental mining of sequential patterns in large database , 2004, KDD.
[25] Xifeng Yan,et al. CloSpan: Mining Closed Sequential Patterns in Large Datasets , 2003, SDM.
[26] Maguelonne Teisseire,et al. Sequential Pattern Mining , 2009, Encyclopedia of Data Warehousing and Mining.
[27] G. Karypis,et al. Parallel Algorithms for Mining Sequential Associations : Issues and Challenges , 2000 .
[28] Mohammed J. Zaki. Sequence mining in categorical domains: incorporating constraints , 2000, CIKM '00.
[29] Heikki Mannila,et al. Discovery of Frequent Episodes in Event Sequences , 1997, Data Mining and Knowledge Discovery.
[30] Li Yang,et al. Visualizing Frequent Itemsets, Association Rules, and Sequential Patterns in Parallel Coordinates , 2003, ICCSA.
[31] Sasa M. Dekleva,et al. Advances in Database Technology , 1996 .
[32] Wei Wang,et al. Benchmarking the effectiveness of sequential pattern mining methods , 2007, Data Knowl. Eng..
[33] Mohammed J. Zaki,et al. SPADE: An Efficient Algorithm for Mining Frequent Sequences , 2004, Machine Learning.
[34] Xenia Naidenova,et al. Diagnostic Test Approaches to Machine Learning and Commonsense Reasoning Systems , 2012 .
[35] K. Fernow. New York , 1896, American Potato Journal.
[36] Umeshwar Dayal,et al. Multi-dimensional sequential pattern mining , 2001, CIKM '01.
[37] Wei Wang,et al. Sequential Pattern Mining in Multi-Databases via Multiple Alignment , 2006, Data Mining and Knowledge Discovery.
[38] George Karypis,et al. SLPMiner: an algorithm for finding frequent sequential patterns using length-decreasing support constraint , 2002, 2002 IEEE International Conference on Data Mining, 2002. Proceedings..
[39] F. Masseglia,et al. Sequential Pattern Mining : A Survey on Issues and Approaches , 2004 .
[40] Enhong Chen,et al. Efficient strategies for tough aggregate constraint-based sequential pattern mining , 2008, Inf. Sci..
[41] Wei-Hua Hao,et al. Mining strong positive and negative sequential patterns , 2008 .
[42] Kaizhong Zhang,et al. Combinatorial pattern discovery for scientific data: some preliminary results , 1994, SIGMOD '94.
[43] N. R. Srinivasa Raghavan,et al. Data mining in e-commerce: A survey , 2005 .
[44] Unil Yun,et al. A new framework for detecting weighted sequential patterns in large sequence databases , 2008, Knowl. Based Syst..
[45] Vishal Bhatnagar,et al. Data Mining in Dynamic Social Networks and Fuzzy Systems , 2013 .
[46] M. Sulaiman Khan,et al. Finding Associations in Composite Data Sets: The CFARM Algorithm , 2011, Int. J. Data Warehous. Min..
[47] Jian Pei,et al. A brief survey on sequence classification , 2010, SKDD.
[48] Yen-Liang Chen,et al. Constraint-based sequential pattern mining: The consideration of recency and compactness , 2006, Decis. Support Syst..
[49] Kyuseok Shim,et al. Mining Sequential Patterns with Regular Expression Constraints , 2002, IEEE Trans. Knowl. Data Eng..
[50] Vishal Bhatnagar,et al. Data Preprocessing for Dynamic Social Network Analysis , 2013 .
[51] Jian Pei,et al. Constraint-based sequential pattern mining: the pattern-growth methods , 2007, Journal of Intelligent Information Systems.
[52] Dimitrios I. Fotiadis,et al. A two-stage methodology for sequence classification based on sequential pattern mining and optimization , 2008, Data Knowl. Eng..
[53] Da Ruan,et al. Intelligent Data Mining: Techniques and Applications , 2005, Studies in Computational Intelligence.
[54] Jiong Yang,et al. Mining Sequential Patterns from Large Data Sets , 2005, Advances in Database Systems.
[55] Masaru Kitsuregawa,et al. Mining Algorithms for Sequential Patterns in Parallel: Hash Based Approach , 1998, PAKDD.
[56] Qiming Chen,et al. PrefixSpan,: mining sequential patterns efficiently by prefix-projected pattern growth , 2001, Proceedings 17th International Conference on Data Engineering.
[57] Yen-Liang Chen,et al. A novel knowledge discovering model for mining fuzzy multi-level sequential patterns in sequence databases , 2008, Data Knowl. Eng..