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Titlebook: Advances in Soft Computing; Engineering Design a Jose Manuel Benítez,Oscar Cordón,Rajkumar Roy Conference proceedings 2003 Springer-Verlag

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Richard Hawkins,Thomas Richardson,Tim Kellyering can be seen as an unsupervised classification technique. Fuzzy clustering accepts the fact that the clusters or classes in the data are usually not completely well separated and thus assigns a membership degree between 0 and 1 for each cluster to every datum.
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Computer Safety, Reliability, and Security regression vector dimension that allows accurate prediction of the output, the false nearest neighbors algorithm (FNN) is a useful tool for linear and also for nonlinear systems. The one parameter that needs to be determined before performing FNN is the threshold constant that is used to compute th
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Lecture Notes in Computer Sciencen a grid defined on a small dimensional space that can be easily visualized. The smoothness of this mapping is achieved by adding a regularization term to the fuzzy c-means (FCM) functional. The measure of the smoothness is expressed as the sum of the second order partial derivatives of the cluster
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Carmen Cârlan,Barbara Gallina,Liana Soimamapped image is converted to a more flexible format by means of a mathematical description. This, in turn, reflects the input through a series of non-uniform cubic spline segments, pieced together via an acceptable level of continuity. An optimal solution is realised by the method being applied usin
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Ramy Shahin,Sahar Kokaly,Marsha Chechiklgorithm uses the reasoning of fuzzy sets and judicially applies mass transfer from one machine to another as the criterion for deciding the appropriate position of the machine. As a thumb rule it considers that a machine from which maximum mass exchange occurs with other machines should be placed i
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Ramy Shahin,Sahar Kokaly,Marsha Chechikive Rules learning methodology. To do that, the said methodology is extended to include the learning of rule weights within the rule cooperation paradigm. Considering these kinds of techniques could result in important improvements of the system accuracy, maintaining the interpretability to an accep
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