A new multi-colony fairness algorithm for feature selection
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DOI: 10.1007/s00500-016-2257-0
Abstract: As the world gradually transforms from an information world to a data-driven world, areas of pattern recognition and data mining are facing more and more challenges. The process of feature subset selection becomes a necessary… read more here.
Keywords: feature selection; feature; feature subset; colony fairness ... See more keywords
Feature subset selection for predicting the success of crowdfunding project campaigns
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DOI: 10.1007/s12525-020-00398-4
Abstract: Statistics from crowdfunding platforms show that a small percent of crowdfunding projects succeed in securing funds. This makes project creators eager to know the probability of success of their campaign and the features that contribute… read more here.
Keywords: project creators; project; probability; feature subset ... See more keywords
Semi-wrapper feature subset selector for feed-forward neural networks: Applications to binary and multi-class classification problems
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DOI: 10.1016/j.neucom.2018.05.133
Abstract: Abstract This paper explores widely the data preparation stage within the process of knowledge discovery and data mining via feature subset selection in the context of two very well-known neural models: radial basis function neural… read more here.
Keywords: wrapper feature; feature subset; neural networks; feature ... See more keywords