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Barbara Hammer

27 papers hereh-index 13525 citations51 works total

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

author position
  • middle author3
  • last author23

Across the 26 of 27 papers where every author was matched, so the position is known.

fields
  • cs.LG18
  • cs.AI4
  • cs.CL3
  • cs.CR1
  • cs.HC1
same name
  • Barbara Hammer — 12 papers, h 6
  • Barbara Hammer — 10 papers, h 7
  • Barbara Hammer — 8 papers, h 3
  • Barbara Hammer — 6 papers, h 2
  • Barbara Hammer — 5 papers, h 2
  • Barbara Hammer — 5 papers, h 4

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

activity
20222024
most citedIncremental Permutation Feature Importance (iPFI): Towards Online Explanations on Data Streams

53 citations · 173 across the 27 of their papers we have counts for

collaborators
Showing 2023 · cs.AIShow all

1 paper · 2 filters

cs.AI2023★ 5 cited

For Better or Worse: The Impact of Counterfactual Explanations' Directionality on User Behavior in xAI

Ulrike Kuhl, André Artelt, Barbara Hammer

Counterfactual explanations (CFEs) are a popular approach in explainable artificial intelligence (xAI), highlighting changes to input data necessary for altering a model's output.…

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