Activity Recognition with Evolving Data Streams: A Review.
Zahraa Said AbdallahMohamed Medhat GaberBala SrinivasanShonali KrishnaswamyPublished in: ACM Comput. Surv. (2018)
Keyphrases
- activity recognition
- evolving data streams
- human activity recognition
- data streams
- concept drift
- action recognition
- streaming data
- stream mining
- random forests
- human activities
- accelerometer data
- smart home
- data stream mining
- transfer learning
- activities of daily living
- stream data
- stream processing
- prediction accuracy
- machine learning algorithms
- data mining