Concepedia

Andreas Kerren

AK

61

Publications

2.7K

Citations

25

H-Index

2001

Active since

Affiliations

Linnaeus University(Current)

University of Kaiserslautern

Linköping University

Lund University

Andreas Kerren is an author at Linnaeus University specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceCommunicationData VisualizationDesignVisual Data MiningText MiningContent AnalysisSocial Sciences

Publications per year

2001–2024

61

Publications

61

Toward a Quantitative Survey of Dimension Reduction Techniques

Mateus Espadoto, Rafael M. Martins, Andreas Kerren et al. · IEEE Transactions on Visualization and Computer Graphics · 2019 · 303 citations · Full text

Engineering, Machine Learning, Data Visualization +17

MobilityGraphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering

Tatiana von Landesberger, Felix Brodkorb, Philipp Roskosch et al. · IEEE Transactions on Visualization and Computer Graphics · 2015 · 204 citations

Massive Clutter, Engineering, Activity-travel Pattern +17

Text visualization techniques: Taxonomy, visual survey, and community insights

Kostiantyn Kucher, Andreas Kerren · 2015 · 187 citations

Interactive Visualization, Engineering, Information Retrieval +15

The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations

Angelos Chatzimparmpas, Rafael M. Martins, Ilir Jusufi et al. · Computer Graphics Forum · 2020 · 176 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +25

t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections

Angelos Chatzimparmpas, Rafael M. Martins, Andreas Kerren · IEEE Transactions on Visualization and Computer Graphics · 2020 · 162 citations · Full text

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