A new optimal gene selection approach for cancer classification using enhanced Jaya-based forest optimization algorithm
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DOI: 10.1007/s00521-019-04355-x
Abstract: In microarray experiments, the sample size is considerably smaller than that of the feature size, thereby imposing the curse of dimensionality problem. To resolve this issue, evolutionary algorithms are often utilized. In this paper, a… read more here.
Keywords: classification; forest optimization; microarray; selection ... See more keywords
An Ensemble Framework to Forest Optimization Based Reduct Searching
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DOI: 10.3390/sym14061277
Abstract: Essentially, the solution to an attribute reduction problem can be viewed as a reduct searching process. Currently, among various searching strategies, meta-heuristic searching has received extensive attention. As a new emerging meta-heuristic approach, the forest… read more here.
Keywords: ensemble framework; reduct searching; reduct; framework ... See more keywords