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I am writing a scientific article and the title reads something like:

Dimensionality reduction algorithms : tackling complex organization of datasets

I had a doubt question, should I say "tackling the" or is it grammatically correct to leave it out?

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    I haven't come across a recommendation to leave a gap before a colon in running script. // 'Grammaticality' only really fully applies to sentence structure. Adding a 'the' here is probably incongruous (almost a little unprofessional). But I'd be tempted to add one on odd days during the month, as I feel the cadence is then superior. Neither is wrong. Grammaticality isn't the issue: style is. Oct 30, 2019 at 12:35
  • thanks for the humorous answer :)
    – jo37
    Oct 30, 2019 at 12:44
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    Article titles are not usually full sentences, so the rules of sentence grammar don't necessarily apply, and articles are often omitted.
    – Barmar
    Oct 31, 2019 at 2:39
  • Quite aside from the presence of absence of "the", I think the subtitle is very confusingly worded, to the point that even though I already know what dimensionality reduction is, I don't quite understand what the subtitle is trying to say.
    – ruakh
    Nov 29, 2019 at 16:22
  • Omitting articles is very common in article titles. See The Onion for inspiration.
    – E.Aigle
    May 26, 2021 at 13:16

2 Answers 2

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The is not required because the question "which complex organization of datasets?" doesn't matter - the "dimensionality reduction algorithms" you're associating with "complex organization of datasets" isn't dependent upon a specific X.

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'the' is not required because no emphasis is intended here;also, no need of a space before colon.

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