Concepedia

Barbara Hammer

BH

Statistics

Publications

161

Citations

6.7K

H-Index

40

Active since

1994

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 computing, computer science, and machine learning.

Publications per year

1994–2025

161

Publications

161

Generalized relevance learning vector quantization

Barbara Hammer, Thomas Villmann · Neural Networks · 2002 · 425 citations

Computing, Computer Science, Machine Learning +6

Adaptive Relevance Matrices in Learning Vector Quantization

Petra Schneider, Michael Biehl, Barbara Hammer · Neural Computation · 2009 · 349 citations

Computing, Bioinformatics, Computer Science +17

Parametric nonlinear dimensionality reduction using kernel t-SNE

Andrej Gisbrecht, Alexander Schulz, Barbara Hammer · Neurocomputing · 2014 · 265 citations

Computing, Computer Science, Data Science +12

KNN Classifier with Self Adjusting Memory for Heterogeneous Concept Drift

Viktor Losing, Barbara Hammer, Heiko Wersing · 2016 · 239 citations · Full text

Computing, Computer Science, Data Mining +13

Incremental learning algorithms and applications

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

Computing, Computer Science, Algorithms +13

1–5 of 161