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730 B
730 B
things to do
methods to cover
- drift detection
- maybe some more
- PCA
- extreme learning https://www.researchgate.net/profile/Giovanni-Iacca/publication/262274757_Online_Extreme_Learning_on_Fixed-Point_Sensor_Networks/links/53df8fbb0cf2aede4b490cb3/Online-Extreme-Learning-on-Fixed-Point-Sensor-Networks.pdf
- non stationary data
- more statistical methods
https://netlibrary.aau.at/obvuklhs/content/titleinfo/5395523/full.pdf
proposed structure
- introduction
- definitions
- problem overview
- drift
- blind
- non-blind
- centralized
- statistical
- density based
- ...
- machine learning
- SVM
- PCA
- GHA
- extreme learning
- ...
- further reading
- non stationary data
- Conclusion