| عنوان فارسی مقاله: |
خوشه بندی داده های مشتری با استفاده از تکنیک داده کاوی |
| عنوان انگلیسی مقاله: |
CUSTOMER DATA CLUSTERING USING DATA MINING TECHNIQUE |
چکیده
1.مقدمه
2. زمینه تحقیقاتی
3. داده کاوی و روشهای خوشه بندی
3.1 روشهای خوشه بندی
3.2 خوشه بندی مشتری
3.3 معماری ارائه شده
4. آزمایشات و نتایج
5.نتیجه گیری و قلمرو آینده
5.1 قلمرو آینده
کلمات کلیدی :
Cluster analysis - Wikipediahttps://en.wikipedia.org/wiki/Cluster_analysisCluster analysis or clustering is the task of grouping a set of objects in such a way that objects ... It is a main task of exploratory data mining, and a common technique for statistical data analysis, used in many ... Distribution models: clusters are modeled using statistical distributions, such as multivariate normal distributions ...[PDF]An Introduction to Cluster Analysis for Data Mining - CSE User Home ...www-users.cs.umn.edu/~han/dmclass/cluster_survey_10_02_00.pdfOct 2, 2000 - An Introduction to Cluster Analysis for Data Mining. 10/02/2000 ...... In particular, clustering techniques that use a proximity matrix are unaffected ...[PDF]Cluster Analysis: Basic Concepts and Algorithms - users.cs.umn.eduhttps://www-users.cs.umn.edu/~kumar/dmbook/ch8.pdfwithout any qualification within data mining, it typically refers to supervised classification. ..... Using the K-means algorithm to find three clusters in sample data.[PDF]Data Clustering Techniques - Department of Computer Sciencewww.cs.toronto.edu/~periklis/pubs/depth.pdfby P Andritsos - 2002 - Cited by 60 - Related articlesMar 11, 2002 - Section 6 suggests challenging issues in categorical data clustering and presents a list of open research ... one correspondence with a finite subset of the positive integers. Examples ..... 4.2 Data Mining Clustering Techniques.