Bernd Fritzke

Publication Activity (10 Years)

Years Active: 1992-2020
Publications (10 Years): 2

Top Topics

Unsupervised Clustering

Fuzzy Clustering Algorithm

Expectation Maximization

Top Venues

Publications

Bernd Fritzke
Breathing k-Means. CoRR (2020)
Bernd Fritzke
The k-means-u* algorithm: non-local jumps and greedy retries improve k-means++ clustering. CoRR (2017)
Bernd Fritzke
Be Busy and Unique ... or Be History - The Utility Criterion for Removing Units in Self-Organizing Networks. KI (1999)
Bernd Fritzke
The LBG-U Method for Vector Quantization - an Improvement over LBG Inspired from Neural Networks. Neural Process. Lett. 5 (1) (1997)
Bernd Fritzke
A Self-Organizing Network that Can Follow Non-stationary Distributions. ICANN (1997)
Bernd Fritzke
Automatic construction of radial basis function networks with the growing neural gas model and its relevance for fuzzy logic. SAC (1996)
Bernd Fritzke
Growing self-organizing networks - Why ? ESANN (1996)
Bernd Fritzke
Growing Grid - a self-organizing network with constant neighborhood range and adaptation strength. Neural Process. Lett. 2 (5) (1995)
Bernd Fritzke
A Growing Neural Gas Network Learns Topologies. NIPS (1994)
Bernd Fritzke
Fast learning with incremental RBF networks. Neural Process. Lett. 1 (1) (1994)
Bernd Fritzke
Growing cell structures--A self-organizing network for unsupervised and supervised learning. Neural Networks 7 (9) (1994)
Bernd Fritzke
Supervised Learning with Growing Cell Structures. NIPS (1993)
Bernd Fritzke
Kohonen Feature Maps and Growing Cell Structures - a Performance Comparison. NIPS (1992)