FEPDS: A Proposal for the Extraction of Fuzzy Emerging Patterns in Data Streams.
Ángel Miguel García-VicoCristóbal J. CarmonaPedro GonzálezHuseyin SekerMaría José del JesusPublished in: IEEE Trans. Fuzzy Syst. (2020)
Keyphrases
- emerging patterns
- data streams
- itemsets
- attribute oriented induction
- frequent itemsets
- sparse data
- sliding window
- jumping emerging patterns
- fuzzy sets
- rare class
- subgroup discovery
- fuzzy logic
- streaming data
- concept drift
- pattern mining
- data sets
- attribute values
- fuzzy rules
- association rule mining
- association rules
- data mining methods
- data structure
- privacy preserving classification
- rough sets
- frequent patterns
- frequent pattern mining
- huge number
- multi dimensional
- data sources
- domain knowledge
- machine learning