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Kostiantyn Kucher

8 papers hereh-index 171.2k citations56 works total

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

author position
  • first author1
  • middle author7

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.HC2
  • cs.CR1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedThe State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations

190 citations · 423 across the 8 of their papers we have counts for

collaborators
Showing cs.HCShow all

2 papers · 1 filter

cs.HC2024★ 15 cited

Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023

Angelos Chatzimparmpas, Kostiantyn Kucher, Andreas Kerren

Visualization for explainable and trustworthy machine learning remains one of the most important and heavily researched fields within information visualization and visual analytics…

cs.HC2022★ 3 cited

An Interdisciplinary Perspective on Evaluation and Experimental Design for Visual Text Analytics: Position Paper

Kostiantyn Kucher, Nicole Sultanum, Angel Daza +5

Appropriate evaluation and experimental design are fundamental for empirical sciences, particularly in data-driven fields. Due to the successes in computational modeling of languag…

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