Decentralized and Adaptive K-Means Clustering for Non-IID Data Using HyperLogLog Counters.
Amira SolimanSarunas GirdzijauskasMohamed-Rafik BougueliaSepideh PashamiSlawomir NowaczykPublished in: PAKDD (1) (2020)
Keyphrases
- data distribution
- data sets
- data collection
- complex data
- training data
- data structure
- data analysis
- original data
- raw data
- image data
- synthetic data
- database
- application domains
- labeled data
- neural network
- data processing
- databases
- network structure
- experimental data
- statistical methods
- spectral clustering
- statistical analysis
- sensor data
- high dimensional data
- machine learning
- input data
- data mining techniques
- small number
- data sources
- prior knowledge
- multi agent
- information systems