| عنوان فارسی مقاله: | روشی برای ویرایش مجموعه آموزشی بر اساس مجموعه های راف |
| عنوان انگلیسی مقاله: |
A Method to Edit Training Set Based on Rough Sets |
چکیده
I. مقدمه
II. تکنیک‌هایی برای ویرایش و کاهش مجموعه‌های آموزشی
الگوریتم شرینک
تپه‌نوردی جهش تصادفی
طول کدگذاری (ELGrow)
کاوش
III. تئوری مجموعه‌های راف در ویرایش مجموعه‌های آموزشی
الگوریتم Edit1RS
الگوریتم Edit2RS
IV. روش k-NN و نتایج تجربی
V. شبکه عصبی MLP و نتایج تجربی
VI. نتیجه گیری
کلمات کلیدی :
Data mining based on rough setsdl.acm.org/citation.cfm?id=903833by JW Grzymala-Busse - 2003 - Cited by 61 - Related articlesJan 1, 2003 - The chapter is focused on the data mining aspect of the applications of rough set theory. Consequently, the theoretical part is minimized to ...On Three Types of Covering-Based Rough Sets - IEEE Xploreieeexplore.ieee.org/iel5/69/4262529/04262541.pdfby W Zhu - 2007 - Cited by 379 - Related articlesThis paper studies three kinds of covering generalized rough sets for dealing with the vagueness and .... based rough set model, lower and upper approximation.Soft Covering Based Rough Sets and Their Application - Hindawihttps://www.hindawi.com/journals/tswj/2014/970893/by Ş Yüksel - 2014 - Cited by 2 - Related articlesSoft rough sets can be seen as a generalized rough set model based on soft sets. The present paper aims to combine the covering soft set with rough set, which ...[PDF]Rough Sets in Medical Informatics Applications - Ajith Abrahamwww.softcomputing.net/wsc08b.pdfby AE Hassanien - Cited by 16 - Related articlesRough set theory provides an approach to approximation of sets that leads to ... Based on rough set theory it is possible to construct a set of simple if-then rules.Rough set - Wikipediahttps://en.wikipedia.org/wiki/Rough_setIn computer science, a rough set, first described by Polish computer scientist Zdzisław I. Pawlak, is a formal approximation of a crisp set (i.e., conventional set) in terms of a pair of sets which give the lower and the upper approximation of the original set. ..... More recent adaptations of rough set theory, such as dominance-based, ...