1 |
X. Zhu, W. Ding, P. S. Yu, C. Zhang, One-class learning and concept summarization for data streams, Knowledge and Information Systems, vol.28, no.3, pp.523-553, 2011.
DOI
|
2 |
Frequent itemset Mining dataset repository. (www.almaden.ibm.com/software/projects/hdb/resources.shtml)
|
3 |
E. T. Wang, A. L. Chen, Mining frequent itemsets over distributed data streams by continuously maintaining a global synopsis, Data Mining and Knowledge Discovery, vol.23, no.2, pp.252-299, 2011.
DOI
|
4 |
S.K. Tanbeer, C.F. Ahmed, B.S. Jeong and Y.K. Lee, Sliding window-based frequent pattern mining over data streams, Information sciences, vol.179, no.22, pp.3843-3865, 2009.
DOI
ScienceOn
|
5 |
R. Jin, G. Agrawal, An Algorithm for In-Core Frequent Itemset Mining on Streaming Data, International Conference on Data Mining(ICDM), pp.210-217, 2005.
|
6 |
X. H. Dang, W. Ng, K. Ong, Online mining of frequent sets in data streams with error guarantee, Knowledge and Information Systems, vol.16, no.2, pp.245-258, 2008.
DOI
|
7 |
R.C. Wong, A.W. Fu, "Mining Top-k frequent itemsets from data streams", Data Mining and Knowledge Discovery(DMKD), vol.13, no.2, pp. 193-217, 2006.
DOI
|
8 |
R. Agrawal and R. Srikant, Fast algorithms for Mining Association Rules, in Proc. of the 20th int'l Conf. on Very Large Data Bases(VLDB), pp.487-499, 1994.
|
9 |
G. S. Manku, R. Motwani, Approximate Frequency Counts over Data Streams, International conference on Very Large Data Bases, pp. 346-357, 2006.
|
10 |
E. T. Wang, A. P. Chen, A novel hash-based approach for mining frequent itemsets over data streams requiring less memory space, Data Mining and Knowledge Discovery, vol.19, no.1, pp.346-357, 2006.
|
11 |
H. Huang, X. Wu, R. Relue, Mining Frequent Patterns with the Pattern Tree, New Generation Computing, vol.23, pp.315-337, 2004.
|
12 |
J. H. Chang and W. S. Lee, Finding recently frequent itemsets adaptively over online transactional data strems, Information Systems, vol.31, pp.849-869, 2006.
DOI
|
13 |
H. Li, N. Zhaing, Z. Chen, A Simple but Effective Maximal Frequent Itemset Mining Algorithm over Streams", Journal of Software, vol. 7, no. 1, pp. 25-32 Jan. 2012
|
14 |
X. Liu, J. Guan and P. Hu, Mining frequent closed itemsets from a landmark window over online data streams, Computers & Mathematics with Applications, vol.57, no.6, pp.927-936, 2009.
DOI
|
15 |
A. Ramanathan, P. K. Agarwal, M. kurnikova and C. J. Langmead, An Online Approach for Mining Collective Behaviors form Molecular Dynamics Simulations, International Conference on Research in Computational Molecular Biology, pp.138-154, 2009.
|