کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
387389 660901 2010 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A bi-fuzzy progressive transductive support vector machine(BFPTSVM) algorithm
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
A bi-fuzzy progressive transductive support vector machine(BFPTSVM) algorithm
چکیده انگلیسی

Transductive support vector machine (TSVM) is a well-known algorithm that realizes transductive learning in the field of support vector classification. This paper constructs a bi-fuzzy progressive transductive support vector machine (BFPTSVM) algorithm by combining the proposed notation of bi-fuzzy memberships for the temporary labeled sample appeared in progressive learning process and the sample-pruning strategy, which decreases the computation complexity and store memory of algorithm. Simulation experiments show that the BFPTSVM algorithm derives better classification performance and converges rapidly with better stability compared to the other learning algorithms.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 37, Issue 1, January 2010, Pages 527–533
نویسندگان
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