Large-dimensionality small-instance set feature selection: A hybrid bio-inspired heuristic approach
نویسندگان
چکیده
منابع مشابه
Feature Selection for Small Sample Sets with High Dimensional Data Using Heuristic Hybrid Approach
Feature selection can significantly be decisive when analyzing high dimensional data, especially with a small number of samples. Feature extraction methods do not have decent performance in these conditions. With small sample sets and high dimensional data, exploring a large search space and learning from insufficient samples becomes extremely hard. As a result, neural networks and clustering a...
متن کاملFeature subset selection in large dimensionality domains
Article history: Received 30 January 2009 Received in revised form 31 May 2009 Accepted 17 June 2009
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ژورنال
عنوان ژورنال: Swarm and Evolutionary Computation
سال: 2018
ISSN: 2210-6502
DOI: 10.1016/j.swevo.2018.02.021