Personalized Medication Dosing Using Volatile Data Streams.
Mohammad M. GhassemiTuka Al HanaiM. Brandon WestoverRoger G. MarkShamim NematiPublished in: AAAI Workshops (2018)
Keyphrases
- data streams
- sliding window
- streaming data
- sensor networks
- stream data
- e learning
- concept drift
- data sets
- high risk
- mining data streams
- continuous queries
- data distribution
- adaptive learning
- data stream mining
- context aware
- high speed data streams
- stream processing
- high levels
- outlier detection
- change detection
- data streaming
- distributed data streams
- historical data
- external information
- providing personalized
- anytime classification
- limited memory
- user modeling
- sensor data
- frequent itemsets
- itemsets
- dynamic programming
- database systems
- website
- learning algorithm