Concepedia
Statistics
Publications
61
Citations
2.7K
H-Index
25
Active since
2001
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
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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