IEEE - Institute of Electrical and Electronics Engineers, Inc. - An Efficient Algorithm for Mining Maximal Frequent Patterns over Data Streams

2015 7th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC)

Author(s): Junrui Yang ; Yanjun Wei ; Fenfen Zhou
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2015
Conference Location: Hangzhou, China
Conference Date: 26 August 2015
Volume: 2
Page(s): 444 - 447
ISBN (Electronic): 978-1-4799-8646-0
ISBN (Paper): 978-1-4799-8645-3
DOI: 10.1109/IHMSC.2015.226
Regular:

For the environment of data stream, an effective algorithm DSM-Miner for mining maximal frequent patterns is proposed. It uses Transactions Sliding Window to specify the number of transactions in... View More

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