Mining Partially-Ordered Sequential Rules Common to Multiple Sequences

IEEE Transactions on Knowledge and Data Engineering - Tập 27 Số 8 - Trang 2203-2216 - 2015
Philippe Fournier‐Viger1, Chengwei Wu2, Vincent S. Tseng2, Longbing Cao3, Roger Nkambou4
1Department of Computer Science, University of Moncton, Moncton, NB, Canada#TAB#
2Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan City, Taiwan#TAB#
3, Department of Computer Science, Sydney, N.S.W., Australia
4Dept. of Comput. Sci., Univ. of Quebec at Montreal, Montréal, QC, Canada

Tóm tắt

Từ khóa


Tài liệu tham khảo

fournier-viger, 2014, SPMF: A Java open-source pattern mining library, J Mach Learning Res, 15, 3389

10.1109/WCRE.2013.6671307

10.1016/j.eswa.2012.08.039

10.1007/978-3-642-35527-1_36

10.1002/pro.5560040817

10.1007/BF02719780

10.1016/j.is.2009.01.002

10.1023/A:1009796218281

pei, 2004, Mining sequential patterns by pattern-growth: The prefixspan approach, IEEE Trans Knowl Data Eng, 16, 1

fournier-viger, 2010, Knowledge discovery in problem-solving learning activities

hsieh, 0, Using data mining to study upstream and downstream causal relationship in stock market, Proc 9th Joint Conf Inf Sc

10.1023/A:1007652502315

10.1007/978-3-319-06608-0_4

10.1007/978-3-642-01307-2_65

10.1093/bioinformatics/btp683

das, 0, Rule discovery from time series, Proc ACM Int l Conf Knowledge Discovery & Data Mining, 16

10.1109/WSC.2012.6465114

10.1109/ICDE.1996.492094

10.1016/j.knosys.2011.09.005

10.1109/WCRE.2009.42

10.1007/11548706_11

10.1007/11430919_86

10.1016/j.knosys.2011.07.005

10.1109/ICDE.1995.380415

harms, 0, Discovering sequential association rules with constraints and time lags in multiple sequences, Proc 13th Int Symp Method Intell Syst, 373

10.1145/170035.170072

10.1145/2480362.2480395

pitman, 0, An empirical study of extracting multidimensional sequential rules for personalization and recommendation in online commerce, Proc 10th Int Conf Wirtschaftinformatik, 180

10.1145/1982185.1982394

10.1145/775047.775109

10.1109/ICDM.2005.50

10.1371/journal.pone.0001564

minqing, 2006, Opinion feature extraction using class sequential rules