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Muhammad Ishaq

1 paper hereh-index 326 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1
same name
  • Muhammad Ishaq — 3 papers
  • Muhammad Ishaq — 1 paper
  • Muhammad Ishaq — 1 paper, h 13
  • Muhammad Ishaq — 1 paper, h 0
  • Muhammad Ishaq — 1 paper, h 2
  • Muhammad Ishaq — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedMachine Learning Based Missing Values Imputation in Categorical Datasets

13 citations · 13 across the 1 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023★ 13 cited

Machine Learning Based Missing Values Imputation in Categorical Datasets

Muhammad Ishaq, Sana Zahir, Laila Iftikhar +3

In order to predict and fill in the gaps in categorical datasets, this research looked into the use of machine learning algorithms. The emphasis was on ensemble models constructed…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.