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Sana Malik

6 papers hereh-index 16846 citations36 works total

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

author position
  • middle author6

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.HC3
  • cs.IR2
  • cs.CY1

identity via Semantic Scholar / OpenAlex

most citedML-based Visualization Recommendation: Learning to Recommend Visualizations from Data

11 citations · 28 across the 6 of their papers we have counts for

collaborators
Showing cs.HCShow all

3 papers · 1 filter

cs.HC2021★ 4 cited

An Evaluation-Focused Framework for Visualization Recommendation Algorithms

Zehua Zeng, Phoebe Moh, Fan Du +5

Although we have seen a proliferation of algorithms for recommending visualizations, these algorithms are rarely compared with one another, making it difficult to ascertain which a…

cs.HC2021★ 10 cited

Insight-centric Visualization Recommendation

Camille Harris, Ryan A. Rossi, Sana Malik +5

Visualization recommendation systems simplify exploratory data analysis (EDA) and make understanding data more accessible to users of all skill levels by automatically generating v…

cs.HC2020★ 2 cited

The Impact of Presentation Style on Human-In-The-Loop Detection of Algorithmic Bias

Po-Ming Law, Sana Malik, Fan Du +1

While decision makers have begun to employ machine learning, machine learning models may make predictions that bias against certain demographic groups. Semi-automated bias detectio…

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