کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
497236 | 862881 | 2006 | 9 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Towards the automation of intelligent data analysis
دانلود مقاله + سفارش ترجمه
دانلود مقاله ISI انگلیسی
رایگان برای ایرانیان
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
چکیده انگلیسی
Data analysis tools are still very much a collection of data analysis methods that require analysis experts as users. On the other hand, many business users are keen to apply data analysis to business data in order to understand it or to make predictions to improve on their business decisions. In order to make state-of-the-art data analysis techniques available to such non-experts, we developed a wizard for our data analysis tool SPIDA that selects appropriate data analysis methods given soft high-level requirements. The wizard also configures and runs the chosen methods automatically. This paper describes our general approach to automating data analysis, in particular, how to select an appropriate data analysis algorithm.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Soft Computing - Volume 6, Issue 4, August 2006, Pages 348–356
Journal: Applied Soft Computing - Volume 6, Issue 4, August 2006, Pages 348–356
نویسندگان
Martin Spott, Detlef Nauck,