IncSPADE: An Incremental Sequential Pattern Mining Algorithm Based on SPADE Property

• Main Authors: Omer, Adam, Zailani, Abdullah, Amir, Ngah, Kasypi, Mokhtar, Wan Muhamad Amir, Wan Ahmad, Herawan, Tutut, Noraziah, Ahmad, Mustafa, Mat Deris, Abdul Razak, Hamdan
• Format: Book Section
• Language: English
• Published: Springer International Publishing 2016
• Subjects: QA76 Computer software
• Online Access: http://umpir.ump.edu.my/id/eprint/13563/1/IncSPADE-%20An%20Incremental%20Sequential%20Pattern%20Mining%20Algorithm%20Based%20on%20SPADE%20Property.pdf; http://umpir.ump.edu.my/id/eprint/13563/; http://dx.doi.org/10.1007/978-3-319-32213-1_8

In this paper we propose Incremental Sequential PAttern Discovery using Equivalence classes (IncSPADE) algorithm to mine the dynamic database without the requirement of re-scanning the database again. In order to evaluate this algorithm, we conducted the experiments against three different artificia...