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Items for "Neural Networks"

Adaptable Preprocessing Units and Neural Classification for the Segmentation of EEG Signals

In this contribution, a methodology for the simultaneous adaptation of preprocessing units (PPUs) for feature extraction and of neural classifiers that can be used for time series classification is presented...

Keywords: EEG Processing, Neural Networks, classification, Intensive Care

09/1999 | Methods of Information in Medicine, Schattauer
Abductive Network Committees for Improved Classification of Medical Data

OBJECTIVES: To introduce abductive network classifier committees as an ensemble method for improving classification accuracy in medical diagnosis...

Keywords: Abductive networks, Neural Networks, ensemble methods, network committee, committee of experts, classification accuracy, medical diagnosis, diabetes, heart disease, dermatology

01/2004 | Methods of Information in Medicine, Schattauer