Machine learningMachine learning
在线关联规则
在线关联规则挖掘从增量到达或作为流到达的事务数据中发现如果-那么模式（例如，购买面包意味着购买黄油），在每次新记录到达时更新现有规则和项计数，而无需重新扫描整个历史数据库。
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Method map
The neighbourhood of related methods — select a node to explore.
来源
- Cheung, D. W., Han, J., Ng, V. T., & Wong, C. Y. (1996). Maintenance of discovered association rules in large databases: an incremental updating technique. In Proceedings of the 12th International Conference on Data Engineering (ICDE 1996), pp. 106–114. IEEE. link ↗
- Association rule learning. Wikipedia. link ↗
如何引用本页
ScholarGate. (2026, June 3). Online (Incremental) Association Rule Mining. ScholarGate. https://scholargate.app/zh/machine-learning/online-association-rules
Which method?
Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.
- Apriori算法机器学习↔ compare
- 关联规则机器学习↔ compare
- FP-Growth (频繁模式增长)机器学习↔ compare
- 在线学习机器学习↔ compare
- 半监督关联规则机器学习↔ compare