Spatial data refer to any data about objects that occupy real physical space. Attributes within spatial databases usually include spatial information. Spatial data refers to the numerical or categorical values of a function at different spatial locations. Spatial metadata refers to the descriptions of the spatial configuration. Application of classical association rule mining concepts to spatia...

In this paper we propose Weighed Quantum behaved Particle Swarm Optimization (WQPSO) algorithm for improving the performance of association rule mining algorithm Apriori. It is a global convergence guaranteed algorithm, which outperforms original PSO algorithm and it has fewer parameters to control the search ability of PSO. Finding minimum support and minimum confidence values for mining assoc...

Academic advising is a time-consuming activity that takes considerable effort in guiding students to improve student performance. Traditional systems depend greatly on the of advisor find best selection courses performance next semester. There need know associations and patterns among course registration. Finding can guide direct selecting appropriate leads improvement. In this paper, authors p...

Association rule mining perhaps the most widely described technique among the minding paradigms. The temporal association rule mining in the association rule mining tries to find relations among items in datasets. The temporal association mining has strength in detecting the dynamic nature of databases. Unfortunately the current mining methods ignore the consideration of database content update...