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Paper suggestions #92

Merged
merged 2 commits into from
Jul 27, 2024
Merged

Paper suggestions #92

merged 2 commits into from
Jul 27, 2024

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MaxHalford
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My only suggestion is to be consistent with the name of the library. We have a library called LightRiver, so I think it makes sense to call this one DeepRiver. I've changed names in the paper for consistency. I hope that's ok!

@MaxHalford MaxHalford changed the base branch from master to paper July 27, 2024 07:11
@smastelini
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smastelini commented Jul 27, 2024

I will leverage this PR to leave my comments :)

My only suggestion would be to cite some well-established concept drift literature when things like "data changes over time" appear in the text. Thus, we link the phenomenon with its most widely used nomenclature and a huge body of related literature. What do you think, @kulbachcedric ?

Here are some suggestions:

  • Bayram, Firas, Bestoun S. Ahmed, and Andreas Kassler. "From concept drift to model degradation: An overview on performance-aware drift detectors." Knowledge-Based Systems 245 (2022): 108632.
  • Lu, Jie, et al. "Learning under concept drift: A review." IEEE transactions on knowledge and data engineering 31.12 (2018): 2346-2363.

@kulbachcedric
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Hi all,

thanks for you feedback!
@MaxHalford, Good point!
@smastelini, I added your suggestions. :-)
Wenn ever you have more citations, just add them as comment or commit to this PR

Best
Cedric

@kulbachcedric kulbachcedric merged commit 2f50bb2 into paper Jul 27, 2024
@kulbachcedric kulbachcedric deleted the paper-suggestions-max branch September 25, 2024 21:01
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3 participants