Theoretical References and Citation

[djoshi5]

Hello, I am working on my thesis on anomaly detection on electric grid timeseries data. I am using ADTK as one of the method to detect outliers in the data. I wanted to know if it is possible to get some theoretical references on methods used for detectors, transformers, aggregators, pipeline and pipnet. I would also like to cite ADTK project but could not find any citations. It would be great to have Bibtex entry for citation. Thank You

[ivanokeeffe]

Hey man, I'm in the exact same situation, if you find any information on this let me know please! Good luck in your thesis too bro :)

[tailaiw]

Thank you for asking. Most methods in ADTK are pretty generic ones that are probably hard to find a source of publication. For ADTK itself, we are working on an arxiv preprint that users may refer to. I will update you here when it is published.

[yangyu-1]

Somewhat in a similar situation, I'll just contribute what I know. For the classical seasonal transformers For the interquartile range detector

[alextsakpinis]

Is there any update on that?

[tailaiw]

@alextsakpinis Unfortunately not. The main developers are all busy with other projects now.

[ZhongLIFR]

Same situations here, I'd like to cite ADTK in my conference paper