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researcher

Dirk Streeb

2 papers hereh-index 6211 citations16 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.HC1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedUncertainty-Aware Principal Component Analysis

50 citations · 83 across the 2 of their papers we have counts for

collaborators

2 papers

cs.HC2020★ 33 cited

Visual Analytics for Temporal Hypergraph Model Exploration

Maximilian T. Fischer, Devanshu Arya, Dirk Streeb +3

Many processes, from gene interaction in biology to computer networks to social media, can be modeled more precisely as temporal hypergraphs than by regular graphs. This is because…

cs.LG2019★ 50 cited

Uncertainty-Aware Principal Component Analysis

Jochen Görtler, Thilo Spinner, Dirk Streeb +2

We present a technique to perform dimensionality reduction on data that is subject to uncertainty. Our method is a generalization of traditional principal component analysis (PCA)…

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