Clustering with Intelligent Linexk-Means

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.

Ahmadzadehgoli N.; BEHZADI M.H.; MOHAMMADPOUR A.

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

Journal Paper

Paper Information

Journal: JOURNAL OF NEW RESEARCHES IN MATHEMATICS Year:2018 | Volume:4 | Issue:14 Page(s): 5-14

Download Full-Text

Persian Verion

View:

538

Download:

Cites:

Information Journal Paper

Title

Clustering with Intelligent Linexk-Means

Author(s)

Ahmadzadehgoli N. | BEHZADI M.H. | MOHAMMADPOUR A. | Issue Writer Certificate

Keywords

dissimilarity measureQ1

intelligent K-meansQ1

ClusteringQ1

LINEX loss functionQ1

Abstract

The intelligent LINEX k-means Clustering is a generalization of the k-means Clustering so that the number of clusters and their related centroid can be determined while the LINEX loss function is considered as the dissimilarity measure. Therefore, the selection of the centers in each cluster is not randomly. Choosing the LINEX dissimilarity measure helps the researcher to overestimate or underestimate the centers which helps to assign some entities into a special cluster. We check the performance of the algorithm on some real and artificial datasets and evaluate the results according to some internal and external indexes.

Cites

No record.

References

No record.

Cite

APA: Copy

Ahmadzadehgoli, N., BEHZADI, M.H., & MOHAMMADPOUR, A.. (2018). Clustering with Intelligent Linexk-Means. JOURNAL OF NEW RESEARCHES IN MATHEMATICS, 4(14 ), 5-14. SID. https://sid.ir/paper/257379/en

Vancouver: Copy

Ahmadzadehgoli N., BEHZADI M.H., MOHAMMADPOUR A.. Clustering with Intelligent Linexk-Means. JOURNAL OF NEW RESEARCHES IN MATHEMATICS[Internet]. 2018;4(14 ):5-14. Available from: https://sid.ir/paper/257379/en

IEEE: Copy

N. Ahmadzadehgoli, M.H. BEHZADI, and A. MOHAMMADPOUR, “Clustering with Intelligent Linexk-Means,” JOURNAL OF NEW RESEARCHES IN MATHEMATICS, vol. 4, no. 14 , pp. 5–14, 2018, [Online]. Available: https://sid.ir/paper/257379/en

Related Journal Papers