A scalable complex event analytical system with incremental episode mining over data streams
暂无分享,去创建一个
Vincent S. Tseng | Chu-Feng Li | Ching-Yu Chen | Jerry C.C. Tseng | Jia-Yuan Gu | PF Wang | Jerry C. C. Tseng | V. Tseng | Jia-Yuan Gu | Ching-Yu Chen | PF Wang | Chu-Feng Li
[1] Ming-Yang Su,et al. Discovery and prevention of attack episodes by frequent episodes mining and finite state machines , 2010, J. Netw. Comput. Appl..
[2] Eamonn J. Keogh,et al. A symbolic representation of time series, with implications for streaming algorithms , 2003, DMKD '03.
[3] Vincent S. Tseng,et al. Efficient Mining of Frequent Target Episodes from Complex Event Sequences , 2014, ICS.
[4] Heikki Mannila,et al. Discovering Generalized Episodes Using Minimal Occurrences , 1996, KDD.
[5] Qiming Chen,et al. PrefixSpan,: mining sequential patterns efficiently by prefix-projected pattern growth , 2001, Proceedings 17th International Conference on Data Engineering.
[6] David Wai-Lok Cheung,et al. A General Incremental Technique for Maintaining Discovered Association Rules , 1997, DASFAA.
[7] P. S. Grover,et al. Incremental mining of sequential patterns: Progress and challenges , 2013, Intell. Data Anal..
[8] Gemma Casas-Garriga. Discovering Unbounded Episodes in Sequential Data , 2003 .
[9] Philip S. Yu,et al. Mining high utility episodes in complex event sequences , 2013, KDD.
[10] Christie I. Ezeife,et al. A Low-Scan Incremental Association Rule Maintenance Method Based on the Apriori Property , 2001, Canadian Conference on AI.
[11] P. S. Sastry,et al. A fast algorithm for finding frequent episodes in event streams , 2007, KDD '07.
[12] Vincent S. Tseng,et al. Effective temporal data classification by integrating sequential pattern mining and probabilistic induction , 2009, Expert Syst. Appl..
[13] Heikki Mannila,et al. Levelwise Search and Borders of Theories in Knowledge Discovery , 1997, Data Mining and Knowledge Discovery.
[14] Chia-Hui Chang,et al. Efficient mining of frequent episodes from complex sequences , 2008, Inf. Syst..
[15] Sanjay Ghemawat,et al. MapReduce: Simplified Data Processing on Large Clusters , 2004, OSDI.
[16] Heikki Mannila,et al. Discovering Frequent Episodes in Sequences , 1995, KDD.
[17] Gao Feng. An Incremental Updating Technique for Association Rules , 2000 .
[18] Necip Fazil Ayan,et al. An efficient algorithm to update large itemsets with early pruning , 1999, KDD '99.
[19] Naren Ramakrishnan,et al. Efficient Episode Mining of Dynamic Event Streams , 2012, 2012 IEEE 12th International Conference on Data Mining.
[20] Ching-Yu Chen,et al. A Novel Complex-Events Analytical System Using Episode Pattern Mining Techniques , 2015, IScIDE.
[21] Vincent S. Tseng,et al. A Novel Episode Mining Methodology for Stock Investment , 2014, J. Inf. Sci. Eng..
[22] N. C. Chauhan,et al. Incremental Mining of Association Rules : A Survey , 2012 .
[23] Rajeev Motwani,et al. Approximate Frequency Counts over Data Streams , 2012, VLDB.
[24] Kian-Lee Tan,et al. Finding constrained frequent episodes using minimal occurrences , 2004, Fourth IEEE International Conference on Data Mining (ICDM'04).