Dr. Günther A. Hoffmann

Adaptive Transfer Functions in Radial Basis Function Networks

The quality of Radial Basis Functions (RBF) and other nonlinear learning networks such as Multi Layer Perceptrons (MLP) depend significantly on issues in architecture, learning algorithms, initialisation heuristics and regularization techniques. Little attention has...

• 1 Autor
• 1 Aufrufe 30 Tage

Prediction-Based Software Availability Enhancement

We propose a new paradigm for software availability enhancement. We offer a two-step strategy: Failure prediction followed by maintenance actions with the objective of avoiding impending failures or minimizing the effort of their repair. For the first step we present...

• 1 Autor
• 1 Aufrufe 30 Tage