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The analyzed subjects include the general procedure, the origin and development, the classification, the design objectives and variables, the energy simulation engines, the optimization algorithms, and the applications.
For ensemble learning in classification, the design of how the members of the ensembles interact with each other, e.g., through various combination schemes, is important for developing effective ensembles for specific problems.
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This chapter focuses on records classification by discussing its evolution, the rationales for classifying records by function, the elements involved in records classification, and the design for classification.
Paper discusses principles of the formation of the redundancy classification for the design of fault tolerant computer controlled systems.
This paper also describes the rationale behind ClassyFire, its classification rules, the design of its taxonomy, its performance under testing conditions and its potential applications.
That is, the three-way decisions have been performed by incorporating the idea of ternary classification into the design of extension or intension of a concept.
On this foundation, system structure of the system was built, and the realization method of federation members classification and the design of FOM / SOM and members interface were introduced.
The availability of such specific tools is judged as mandatory for the improvement and/or better classification of the design criteria for the enhancement of modern aircraft acoustic comfort.
Thus, the selection of discriminators, critical for achieving the most accurate classification and the design of diagnostic tests, seems to be dependent on the chosen analysis approach.
For example, those rooted in socio-constructivist approaches through specific and systematic investigation have led to new frameworks, rich descriptions and classifications for the design and evaluation of learning technologies (Price and Jewitt 2013a).
ECOC for multi-class classification hinges on the design of the code matrix.
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