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Mining Association Rules in Geographical Spatio-temporal Data
Vegetation Climate Multi-level Fuzzy Association Rules Spatio-temporal Data Mining
2015/12/2
For the sake of environmental change monitoring, a huge amount of geospatial and temporal data have been acquired through various networks of monitoring stations. For instance, daily precipitation and...
EXTRACT SPATIAL ASSOCIATION RULES BY THE METHOD OF SPATIAL ANALYSIS
Data Mining Spatial Analysis Spatial Association Rules Spatial Relations Algorithm GIS
2015/8/10
When the ability of people’s collecting data becomes strong, the quantities of data are increased rapidly and a mass of data are submerged. The present database system cannot discover the existed rela...
COGNITIVE LOGIC REPRESENTATION OF SPATIAL ASSOCIATION RULES OF KNOWLEDGE DISCOVERY FROM GIS DATABASE
Spatial Association Rule GIS Cognition Data Mining Knowledge Discovery
2015/8/10
SDMKD (Spatial Data Mining and Knowledge Discovery) from GIS database is different from the general DMKD (Data Mining and Knowledge Discovery), which is dominated by properties of geographical spatial...
A RESEARCH ON SPATIAL TOPOLOGICAL ASSOCIATION RULES MINING
Geography Research Data mining GIS Algorithms
2014/4/25
Spatial association rules mining is a process of acquiring information and knowledge from large databases. Due to the nature of geographic space and the complexity of spatial objects and relations, th...
Hiding Sensitive XML Association Rules With Supervised Learning Technique
XML Document Association Rules Bayesian Network PPDM Model NP-Hard K2 Algorithm
2013/1/28
In the privacy preservation of association rules, sensitivity analysis should be reported after the quantification of items in terms of their occurrence. The traditional methodologies, used for preser...
Closed-set-based Discovery of Representative Association Rules Revisited
Closed-set-based Discovery Representative Association Rules Revisited
2011/3/2
The output of an association rule miner is often huge in practice.This is why several concise lossless representations have been proposed, such as the “essential” or “representative” rules.
FINDING EXCEPTION FOR ASSOCIATION RULES VIA SQL QUERIES
data mining association rules exceptions
2010/1/13
Finding association rules is mainly based on generating larger and larger
frequent set candidates, starting from frequent attributes in the database. The frequent
sets can be organised as a part of ...