Long pattern estimation by conditional random field in data stream

• Published in: 2016 3rd International Conference on Systems and Informatics (ICSAI) pp. 1013 - 1017
• Main Authors: Qinhua Huang, Weimin Ouyang
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.11.2016
• Subjects: Computational modeling; Data mining; Estimation; Hidden Markov models; Itemsets; patterns; sequence

Long sequential pattern mining is of great importance. Many different algorithms have been proposed to get accurate and time-costing result. Under the background of big data, we consider the trade-off between the accuracy demand and fast estimation priority of mining result. Thus in this paper we pr...