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Fournier-Viger, Philippe
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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, ...
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Jun 24 2021
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...
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Aug 6 2018
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