Interpreting Industrial IoT Data Streams Through Fuzzy Querying With Hysteretic Fuzzy Sets on Apache Kafka.
Bozena Malysiak-MrozekBartlomiej RybaMarek MoledaChe-Lun HungWitold PedryczWeiping DingDariusz MrozekPublished in: IEEE Trans. Fuzzy Syst. (2024)
Keyphrases
- fuzzy sets
- data streams
- membership functions
- fuzzy set theory
- rough sets
- fuzzy logic
- fuzzy rules
- fuzzy relations
- membership degree
- membership degrees
- fuzzy numbers
- interval valued
- approximate reasoning
- fuzzy sets theory
- computational intelligence
- fuzzy reasoning
- fuzzy model
- soft computing
- fuzzy similarity
- fuzzy partition
- pattern recognition
- aggregation operators
- membership values
- fuzzy entropy
- fuzzy membership functions
- triangular norms
- data sets
- fuzzy neural network
- granular computing
- query language
- fuzzy information
- rule base
- neural network
- machine learning
- query processing
- fuzzy inference
- neuro fuzzy
- concept drift
- real time
- information granules
- fuzzy association rules
- t norm
- expert systems
- genetic algorithm
- fuzzy controller
- interval type fuzzy sets
- type fuzzy logic systems