Deep stacked stochastic configuration networks for lifelong learning of non-stationary data streams.
Mahardhika PratamaDianhui WangPublished in: Inf. Sci. (2019)
Keyphrases
- non stationary
- lifelong learning
- data streams
- concept drift
- personal knowledge management
- learning processes
- fractional brownian motion
- competence development
- adaptive algorithms
- social networks
- experiential learning
- e learning
- information and communication technologies
- professional development
- computer networks
- online course
- outlier detection
- empirical mode decomposition
- learning community
- small businesses
- change point detection