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Vo, Bay
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High-utility pattern mining: theory, algorithms and applications
Fournier-Viger P., Lin J., Nkambou R., Vo B., Tseng V., Springer International Publishing, New York, NY, 2019. 337 pp. Type: Book (978-3-030049-20-1)
Finding frequently occurring patterns of transactions in transactional databases, such as products that customers often purchase together, can be extremely useful in identifying bestselling products and co-promoting products. However, ...
...
Jun 24 2021
Efficient method for updating class association rules in dynamic datasets with record deletion
Nguyen L., Nguyen N., Vo B., Nguyen H. Applied Intelligence 48(6): 1491-1505, 2018. Type: Article
Association rule mining (ARM) is an important subject in data mining. Mining association rules is to find rules in the form of
X
→
Y
from the rule base that
X
and
...
Apr 9 2019
ETARM: an efficient top-k association rule mining algorithm
Nguyen L., Vo B., Nguyen L., Fournier-Viger P., Selamat A. Applied Intelligence 48(5): 1148-1160, 2018. Type: Article
Association rule mining is a central component of data mining that deals with finding associations between elements in a database based on their use. The ubiquitous presence of association rules is sometimes credited to Amazon for thei...
...
Aug 6 2018
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