Concepedia

Kerstin Bunte

KB

28

Publications

1.1K

Citations

17

H-Index

2001

Active since

Affiliations

University of Groningen(Current)

Bielefeld University

University of Birmingham

Aalto University

Helsinki Institute for Information Technology

Kerstin Bunte is an author at University of Groningen specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData SciencePattern RecognitionMachine LearningDimensionality ReductionComputer ScienceImage AnalysisKnowledge DiscoveryData MiningDeep Learning

Publications per year

2001–2023

28

Publications

28

Limited Rank Matrix Learning, discriminative dimension reduction and visualization

Kerstin Bunte, Petra Schneider, Barbara Hammer et al. · Neural Networks · 2011 · 108 citations · Full text

Engineering, Machine Learning, Data Science +5

Stochastic neighbor embedding (SNE) for dimension reduction and visualization using arbitrary divergences

Kerstin Bunte, Sven Haase, Michael Biehl et al. · Neurocomputing · 2012 · 105 citations · Full text

Geometric Learning, Image Analysis, Machine Learning +11

A General Framework for Dimensionality-Reducing Data Visualization Mapping

Kerstin Bunte, Michael Biehl, Barbara Hammer · Neural Computation · 2011 · 102 citations

Engineering, Machine Learning, Data Visualization +22

Crowdsourced assessment of common genetic contribution to predicting anti-TNF treatment response in rheumatoid arthritis

Solveig K. Sieberts, Fan Zhu, Eli A. Stahl et al. · Nature Communications · 2016 · 86 citations · Full text

Immunology, Genetic Epidemiology, Immune-related Gene Polymorphism +19

Regularization in Matrix Relevance Learning

Petra Schneider, Kerstin Bunte, Han Stiekema et al. · IEEE Transactions on Neural Networks · 2010 · 84 citations · Full text

Vector Quantization, Engineering, Machine Learning +17

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