association_rule_learning
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| ====== Association Rule Learning ====== | ====== Association Rule Learning ====== | ||
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| + | ===== Recommended Reading ===== | ||
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| + | * [[http://www.csis.pace.edu/~ctappert/dps/d861-13/session2-p1.pdf|Association Rules Mining: A Recent Overview]] by Sotiris Kotsiantis and Dimitris Kanellopoulos (2006) | ||
| + | * [[http://hanj.cs.illinois.edu/pdf/tkde04_spgjn.pdf|Mining Sequential Patterns by Pattern-Growth: | ||
| + | The PrefixSpan Approach]] by Pei et al. (2004) | ||
| + | * [[https://www.cs.sfu.ca/~jpei/publications/sigmod00.pdf|Mining Frequent Patterns without Candidate Generation]] by Han et al. (2000) | ||
| ===== Recommended Watching ===== | ===== Recommended Watching ===== | ||
| * [[https://www.youtube.com/watch?v=yCbankIouUU|Frequent Pattern (FP) growth Algorithm for Association Rule Mining]] by StudyKorner (2017) | * [[https://www.youtube.com/watch?v=yCbankIouUU|Frequent Pattern (FP) growth Algorithm for Association Rule Mining]] by StudyKorner (2017) | ||
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