کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
535268 870335 2006 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Genetic algorithms for linear feature extraction
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
Genetic algorithms for linear feature extraction
چکیده انگلیسی

In this work, a new technique for linear feature extraction and data projection using genetic algorithms (GA) is presented. GAs are employed to find linear projections in order to reduce the original number of features or to provide meaningful representations of the original data. The proposed technique is compared with well-known methods such as principal component analysis (PCA) and neural networks for non-linear discriminant analysis (NDA). A comparative study of these methods with several data sets is presented.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition Letters - Volume 27, Issue 13, 1 October 2006, Pages 1508–1514
نویسندگان
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