A Novel Streaming Data Clustering Algorithm Based on Fitness Proportionate Sharing.
Xuyang YanMohammad Razeghi-JahromiAbdollah HomaifarBerat A. ErolAbenezer GirmaEdward W. TunstelPublished in: IEEE Access (2019)
Keyphrases
- streaming data
- clustering algorithm
- data streams
- concept drift
- sliding window
- k means
- data distribution
- evolutionary algorithm
- evolving data streams
- data stream mining
- anomaly detection
- genetic algorithm
- data streaming
- massive data streams
- hierarchical clustering
- mining data streams
- incremental clustering
- stream mining
- neural network
- concept drifting data streams
- incoming data
- k nearest neighbor
- continuous queries
- knn
- face recognition
- stream data
- feature vectors
- database systems
- machine learning
- streaming time series
- image analysis
- active learning