Concepedia

Barbara Hammer

BH

157

Publications

6.5K

Citations

39

H-Index

1994

Active since

Affiliations

Bielefeld University(Current)

Clausthal University of Technology

Leipzig University

University of Groningen

Osnabrück University

Barbara Hammer is an author at Bielefeld University specializing in engineering, data science, and machine learning.

Top concepts

EngineeringMachine LearningData ScienceComputer SciencePattern RecognitionKnowledge DiscoveryData MiningDimensionality ReductionArtificial IntelligenceSupervised Learning

Publications per year

1994–2024

157

Publications

157

Generalized relevance learning vector quantization

Barbara Hammer, Thomas Villmann · Neural Networks · 2002 · 422 citations

Vector Quantization, Engineering, Information Retrieval +9

Adaptive Relevance Matrices in Learning Vector Quantization

Petra Schneider, Michael Biehl, Barbara Hammer · Neural Computation · 2009 · 341 citations

Vector Quantization, Engineering, Machine Learning +16

Parametric nonlinear dimensionality reduction using kernel t-SNE

Andrej Gisbrecht, Alexander Schulz, Barbara Hammer · Neurocomputing · 2014 · 255 citations

Engineering, Machine Learning, Data Science +5

KNN Classifier with Self Adjusting Memory for Heterogeneous Concept Drift

Viktor Losing, Barbara Hammer, Heiko Wersing · 2016 · 235 citations

Cluster Computing, Engineering, Machine Learning +19

Incremental learning algorithms and applications

Alexander Gepperth, Barbara Hammer · HAL (Le Centre pour la Communication Scientifique Directe) · 2016 · 231 citations · Full text

Rows per page

1–5 of 157