دانلود مقاله ISI انگلیسی شماره 51164
ترجمه فارسی عنوان مقاله

فاصله: یک چشم انداز قابل فهم تر برای اقدامات در نظریه مجموعه راف

عنوان انگلیسی
Distance: A more comprehensible perspective for measures in rough set theory
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
51164 2012 11 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Knowledge-Based Systems, Volume 27, March 2012, Pages 126–136

ترجمه کلمات کلیدی
تئوری مجموعه راف ؛ مجموعه از راه دور؛ فاصله پارتیشن؛ معیارها ؛ دانه دانه اطلاعات
کلمات کلیدی انگلیسی
Rough set theory; Set distance; Partition distance; Measures; Information granularity
پیش نمایش مقاله
پیش نمایش مقاله  فاصله: یک چشم انداز قابل فهم تر برای اقدامات در نظریه مجموعه راف

چکیده انگلیسی

Distance provides a comprehensible perspective for characterizing the difference between two objects in a metric space. There are many measures which have been proposed and applied for various targets in rough set theory. In this study, through introducing set distance and partition distance to rough set theory, we investigate how to understand measures from rough set theory in the viewpoint of distance, which are inclusion degree, accuracy measure, rough measure, approximation quality, fuzziness measure, three decision evaluation criteria, information measure and information granularity. Moreover, a rough set framework based on the set distance is also a very interesting perspective for understanding rough set approximation. From the view of distance, these results look forward to providing a more comprehensible perspective for measures in rough set theory.