Barbara Hammer

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