Modeling heterogeneous time series dynamics to profile big sensor data in complex physical systems.
Bin LiuHaifeng ChenAbhishek B. SharmaGuofei JiangHui XiongPublished in: IEEE BigData (2013)
Keyphrases
- sensor data
- physical systems
- complex systems
- reasoning about physical systems
- sensor networks
- qualitative and quantitative
- heterogeneous sensor networks
- model based diagnosis
- human activities
- sensor measurements
- data streams
- causal models
- smart environments
- qualitative models
- sensor readings
- multiple sensors
- health monitoring
- raw sensor data
- image analysis
- computational intelligence
- wireless sensor networks
- physical objects
- decision support system
- graphical models
- dynamical systems