FUZZY STREAMING DATA CLASSIFICATION USING DATA ENVELOPMENT ANALYSIS

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

TOHIDI AMINEH; ADIBI MOHAMMAD AMIN; ALINEZHAD ALIREZA

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: JOURNAL OF DEVELOPMENT & EVOLUTION MANAGEMENT Year:2016 | Volume:- | Issue:26 Page(s): 35-44

Download Full-Text

Persian Verion

View:

1,045

Download:

Cites:

Information Journal Paper

Title

FUZZY STREAMING DATA CLASSIFICATION USING DATA ENVELOPMENT ANALYSIS

Author(s)

TOHIDI AMINEH | ADIBI MOHAMMAD AMIN | ALINEZHAD ALIREZA | Issue Writer Certificate

Keywords

CLASSIFICATIONQ2

FUZZY DATAQ2

DATA ENVELOPMENT ANALYSISQ2

MATHEMATICAL PROGRAMMINGQ1

STREAMING DATAQ1

Abstract

In this research, a new fuzzy STREAMING DATA CLASSIFICATION method is presented. FUZZY DATA CLASSIFICATION is one of the most challenging areas in data analysis due to high-volume and sophisticated computation engaged in data analysis techniques. However, in some other areas such as MATHEMATICAL PROGRAMMING, great achievements are obtained in modeling of systems measured by FUZZY DATA. So, in this research CLASSIFICATION based on DATA ENVELOPMENT ANALYSIS (DEA) is selected to handle FUZZY DATA CLASSIFICATION. On the other hand, the proposed method can be applied for dealing with STREAMING DATA by using an updating schema. This feature makes the proposed method suitable for non-stationary environment in which data pattern varies over the time. Experiments using simulated data demonstrate the capability of the proposed method in dealing with uncertain and non-stationary environment.

Cites

No record.

References

No record.

Cite

APA: Copy

TOHIDI, AMINEH, ADIBI, MOHAMMAD AMIN, & ALINEZHAD, ALIREZA. (2016). FUZZY STREAMING DATA CLASSIFICATION USING DATA ENVELOPMENT ANALYSIS. JOURNAL OF DEVELOPMENT & EVOLUTION MANAGEMENT, -(26), 35-44. SID. https://sid.ir/paper/205894/en

Vancouver: Copy

TOHIDI AMINEH, ADIBI MOHAMMAD AMIN, ALINEZHAD ALIREZA. FUZZY STREAMING DATA CLASSIFICATION USING DATA ENVELOPMENT ANALYSIS. JOURNAL OF DEVELOPMENT & EVOLUTION MANAGEMENT[Internet]. 2016;-(26):35-44. Available from: https://sid.ir/paper/205894/en

IEEE: Copy

AMINEH TOHIDI, MOHAMMAD AMIN ADIBI, and ALIREZA ALINEZHAD, “FUZZY STREAMING DATA CLASSIFICATION USING DATA ENVELOPMENT ANALYSIS,” JOURNAL OF DEVELOPMENT & EVOLUTION MANAGEMENT, vol. -, no. 26, pp. 35–44, 2016, [Online]. Available: https://sid.ir/paper/205894/en

Related Journal Papers