Neural Networks for Modelling and Control of Dynamic Systems: A Practitioner's Handbook
Neural Networks for Modelling and Control of Dynamic Systems: A Practitioner's Handbook
Nonlinear Time Series Analysis
Nonlinear Time Series Analysis
Optimal fuzzy modeling based on minimum cluster volume
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
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The mortality rate of gastric cancer (GC) ranks the 2nd among all types of cancers. The earlier it is diagnosed, the better its curative effect becomes. As a powerful analyzing technique, SELDI-TOF serves as a new approach for Gastric Mass Spectrometry (GMS) based GC early detection. This article has developed a set of nonlinear approaches for GMS to differentiate the normal persons from the GC suffers--the adapted box dimension calculation method and the clustering featured data mining method. Comparing with other popular SELDI-TOF process techniques, such as SVM, neural networks, RPS, etc, their individual particularities and perfect performance in nonlinear problem analysis, especially after featured respective working mechanism adaptation, credible outcome is well expected.