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. 2021 Apr 14;7:e488. doi: 10.7717/peerj-cs.488

Table 2. Summary of the big data analytics in unsupervised learning mechanisms.

Paper AI technique Scalability Efficiency Precision Privacy
Ianni et al. (2020) Centroid-based clustering √ √ √ X
Wang, Tsai & Ciou (2020) RFM,
K-means,
Naïve Bayes,
Bloom filters
X √ √ X
Ip et al. (2018) Markov random fields √ X √ X
Pulgar-Rubio et al. (2017) Multi-objective evolutionary fuzzy systems √ √ √ X