Experimental design
نویسندگان
چکیده
Maximizing data information requires careful selection, termed design, of the points at which data are observed. Experimental design is reviewed here for broad classes of data collection and analysis problems, including: fractioning techniques based on orthogonal arrays, Latin hypercube designs and their variants for computer experimentation, efficient design for data mining and machine learning applications, and sequential design for active learning. C © 2012 Wiley Periodicals, Inc.
منابع مشابه
Optimization of a Waterborne Epoxy Coatings Formulation via Experimental Design
Waterborne Epoxy based coatings were prepared by using a water-borne epoxy resin and a suitable hardener. The formulation and optimization procedure were carried out on the bases of experimental designs by the mixture design technique in which the important paint properties are modeled by using special cubic model. The corrosion behavior of these coatings was investigated using electrochemical ...
متن کاملapplication of experimental design to emulsion liquid membrane pertraction of gold ons from aqueous solutions
متن کامل
The Effectiveness of 5E Educational Design model on Creativity and Social Participation of Mentally Retarded Children in Virtual Social Networks
Objective: The aim of this study was to determine the effect of Learning through Virtual Social Networks Based on the 5E Instructional Design Model on the Creativity and Social Participation of Mentally Retarded Children in the Experimental Sciences. Method: The research method was experimental and the experimental design was quasi-experimental with pretest-posttest and control group. The stat...
متن کاملExperimental design applied to fabrication of PSF membranes via NIP's method Part2:Influential parameters on pure water permeability and selection criteria for optimum membrane in MF process
متن کامل
Central composite experimental design applied to fabrication of LLDPE microporous membrane via thermally induced phase separation (TIPS) method
متن کامل
Using Taguchi Experimental Design Method for Obtaining Suitable Thickness in Decora-tive Chromium Electroplating
In this study, Taguchi experimental design has been used for the optimization of thickness of chromium layers. For this purpose brass materials have been electroplated under various conditions of the process. An orthogonal array (OA) was employed to analyze the effect of plating parameters on the characteristic of the thickness. Variables which were considered for working were as following; amo...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery
دوره 2 شماره
صفحات -
تاریخ انتشار 2012