Principal Curve Applications
Image processing
Clustering
Speech processing
-
K. Reinhard and M. Niranjan apply the
Hastie-Stuetzle Algorithm to model
the short time spectrum of speech signals. The algorithm outperforms
the traditional hidden Markov model-based methods and the generative topographic
mapping on this task.
Ecology
Sonification
Process monitoring
- D. Dong and T. J. McAvoy apply their autoassociative neural networks-based algorithm
for the Tennessee Eastman process control problem.
- D. J. H. Wilson, G. W. Irwin, and G. Lightbody use an RBF principal manifold
algorithm for fault monitoring on a distillation plant.