کد مقاله کد نشریه سال انتشار مقاله انگلیسی ترجمه فارسی نسخه تمام متن
4946041 1364080 2017 4 صفحه PDF سفارش دهید دانلود کنید
عنوان انگلیسی مقاله
Original software publicationLIBIRWLS: A parallel IRWLS library for full and budgeted SVMs
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Original software publicationLIBIRWLS: A parallel IRWLS library for full and budgeted SVMs
چکیده انگلیسی

We present LIBIRWLS, a library that incorporates a parallel implementation of the Iterative Re-Weighted Least Squares (IRWLS) procedure, an alternative to quadratic programming (QP), for training of Support Vector Machines (SVMs). Although there are several methods for SVM training, the number of parallel libraries is very reduced. In particular, this library contains solutions to solve either full or budgeted SVMs making use of shared memory parallelization techniques.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Knowledge-Based Systems - Volume 136, 15 November 2017, Pages 183-186
نویسندگان
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