Mining of high‐utility itemsets with negative utility
High‐utility itemset (HUI) mining is an important tasks during data mining. Recently, many
algorithms have been proposed to discover HUIs. Most of the algorithms work only for …
algorithms have been proposed to discover HUIs. Most of the algorithms work only for …
Mining of closed high utility itemsets: a survey
Finding High Utility Itemsets (HUIs) is one of the major problems in the area of frequent
itemsets mining. However, HUIs mine lots of redundant itemsets which degrade the …
itemsets mining. However, HUIs mine lots of redundant itemsets which degrade the …
High utility itemsets mining with negative utility value: A survey
Mining high utility itemsets (HUIs) is a basic task of frequent itemsets mining (FIM). In recent
years, a trend in FIM has been to design algorithm for mining HUIs because FIM assumes …
years, a trend in FIM has been to design algorithm for mining HUIs because FIM assumes …
High average-utility itemsets mining: a survey
HUIM (High utility itemsets mining) is a sub-division of data mining dealing with the task to
obtain promising patterns in the quantitative datasets. A variant of HUIM is to discover the …
obtain promising patterns in the quantitative datasets. A variant of HUIM is to discover the …
Efficient algorithm for mining high utility pattern considering length constraints
High utility itemset (HUI) mining is one of the popular and important data mining tasks.
Several studies have been carried out on this topic, which often discovers a very large …
Several studies have been carried out on this topic, which often discovers a very large …
The curse of indecomposable aggregates for big data exploratory analysis with a case for frequent pattern cubes
H Fadishei, A Soltani - The Journal of Supercomputing, 2020 - Springer
Exploratory big data analytics requires the interaction delays to be kept at minimum.
Although data cubes help this goal by pre-calculating the measures of interest, some …
Although data cubes help this goal by pre-calculating the measures of interest, some …
Mining high utility itemsets with positive and negative utility values
K Singh - 2018 - idr-lib.iitbhu.ac.in
High utility itemsets (HUIs) mining is one of the emerging topics in the data mining.
Compared to the frequent itemsets mining, the utility mining provides more informative and …
Compared to the frequent itemsets mining, the utility mining provides more informative and …