Jens Lippel

Publication Activity (10 Years)

Years Active: 2010-2020
Publications (10 Years): 5

Top Topics

Data Visualization

Gram Schmidt Orthogonalization

Dimensionality Reduction

Generalized Discriminant Analysis

Top Venues

VISIGRAPP (3: IVAPP)

IEEE Trans. Neural Networks Learn. Syst.

Publications

Martin Becker, Jens Lippel, André Stuhlsatz, Thomas Zielke
Robust dimensionality reduction for data visualization with deep neural networks. Graph. Model. 108 (2020)
Martin Becker, Jens Lippel, Thomas Zielke
Dimensionality Reduction for Data Visualization and Linear Classification, and the Trade-off between Robustness and Classification Accuracy. ICPR (2020)
Jens Lippel, Martin Becker, Thomas Zielke
Modeling Dynamic Processes with Deep Neural Networks: A Case Study with a Gas-fired Absorption Heat Pump. SIMULTECH (2019)
Martin Becker, Jens Lippel, Thomas Zielke
Gradient Descent Analysis: On Visualizing the Training of Deep Neural Networks. VISIGRAPP (3: IVAPP) (2019)
Martin Becker, Jens Lippel, André Stuhlsatz
Regularized Nonlinear Discriminant Analysis - An Approach to Robust Dimensionality Reduction for Data Visualization. VISIGRAPP (3: IVAPP) (2017)
André Stuhlsatz, Jens Lippel, Thomas Zielke
Feature Extraction With Deep Neural Networks by a Generalized Discriminant Analysis. IEEE Trans. Neural Networks Learn. Syst. 23 (4) (2012)
André Stuhlsatz, Jens Lippel, Thomas Zielke
Feature Extraction for Simple Classification. ICPR (2010)
André Stuhlsatz, Jens Lippel, Thomas Zielke
Discriminative feature extraction with Deep Neural Networks. IJCNN (2010)