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Customer Segmentation & Clustering Using SAS Enterprise Miner ...

Customer Segmentation & Clustering Using SAS Enterprise Miner, 2nd Ed. Errata: Date: 18-Oct-2012 On page 84, Figure 5.3 the length column in the bottom left of the figure should all be a numeric

http://support.sas.com/publishing/authors/extras/64620_updates.pdf

Date added: May 26, 2013 - Views: 36

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The Basics - SAS

6 CRM Segmentation and Clustering Using SAS Enterprise Miner Table 1.2 Example of Customer Profiling in NW US Region (Profile by state) Northwest Customer Sales by State

http://support.sas.com/publishing/pubcat/chaps/59502.pdf

Date added: June 14, 2012 - Views: 8

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Customer Segmentation Using SAS - Business Analytics and ...

Customer Segmentation Using SAS No marketing strategy can be effective without ... Miner, SAS Enterprise Guide, or JMP is required. ... Hierarchical Clustering for Segmentation • introduction to clustering analysis • similarity, ...

http://www.sas.com/content/dam/SAS/en_my/doc/training/CSUS.pdf

Date added: August 11, 2014 - Views: 1

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154-2008: Understanding Your Customer: Segmentation ...

Understanding Your Customer: Segmentation Techniques for Gaining Customer Insight and Predicting Risk in the Telecom Industry Glendon Cross, ... “CRM Segmentation and Clustering Using SAS® Enterprise Miner”. Cary, NC: SAS Institute Inc. Duling, D.; W. Thompson, S. Schubert. 2007.

http://www2.sas.com/proceedings/forum2008/154-2008.pdf

Date added: April 29, 2012 - Views: 12

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Application of SAS Enterprise Miner in Credit Risk Analytics

SAS ® Enterprise Miner™ is the SAS solution for data mining. ... A Case Study Approach, Second Edition by SAS Institute Customer Segmentation and Clustering Using SAS Enterprise Miner, Second Edition by Randy S. Collica. Title:

http://www.philasug.org/Presentations/201310Fall/Enterprise_Miner.pdf

Date added: November 2, 2013 - Views: 18

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INTRODUCTION TO SAS ENTERPRISE MINER

•Benefits of using SAS Enterprise Miner ... Clustering (Segmentation) grouping together similar people, things, events ... •Delivered as a customized task in SAS Enterprise Guide and the SAS Add-in for MS Office (MS Excel only)

http://www.denversug.org/presentations/2012CODay/Intro_to_EnterpriseMiner.pdf

Date added: February 5, 2013 - Views: 26

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Customer Segmentation Models - MineQuest

Customer Segmentation Models ... Typically, for developing multidimensional market segmentation models we use SAS® clustering procedures found in SAS/Enterprise Miner. Data set development, data cleaning, ...

http://www.minequest.com/downloads/MineQuest_Brochure_2009.pdf

Date added: December 28, 2011 - Views: 22

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Customer Retention Predictive Modeling in HealthCare ...

Customer Retention Predictive Modeling in HealthCare Insurance Industry ... developed for each of the clusters using SAS/STAT and SAS/Enterprise Miner 5.3. Several questions were ... possible among each cluster. For this study, we use SAS/Enterprise Miner as the clustering tool, classification

http://analytics.ncsu.edu/sesug/2009/AD007.Su.pdf

Date added: February 10, 2012 - Views: 12

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Session 13 Clustering Section 1 Background 2 Distance Measures 4

Section 6 Clustering with SAS Enterprise Miner 11 ... space occupied, making it particularly suitable in customer segmentation application. ... This allows Enterprise Miner using CCC to pick up the optimal number of clusters ...

http://pegasus.cc.ucf.edu/~cwang/sta6714/Lecture7/Notes/Clustering.pdf

Date added: December 2, 2012 - Views: 2

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Data mining techniques in CRM: Inside customer segmentation

Data mining techniques in CRM: Inside customer segmentation L.A. Tucci The College of New Jersey Ewing New Jersey ... different clustering methods and compare the results. ... SAS Enterprise Miner, Statistica Data Miner

http://www.unisa.ac.za/contents/faculties/ems/docs/10_Tucci.pdf

Date added: September 23, 2012 - Views: 11

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Paper CC-27 Explore RFM ®Analysis using SAS Data Mining ...

CUSTOMER SEGMENTATION USING RFM ... combinations since each attribute (R, F, M) has five scaling. Incorporating RFM into clustering analysis is one way to ... Zhang, R.; Meng X. and Ryan, L. (2013). “Incremental Response Modeling Using SAS® Enterprise Miner™”. SUGI proceedings ...

http://analytics.ncsu.edu/sesug/2013/CC-27.pdf

Date added: January 17, 2014 - Views: 4

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Lecture 3 Clustering - University of Central Florida

customer segmentation application. In “Complete Linkage” method, the distance between two clusters is defined as DCC dxyxCandyCCL i j i j() ... The Clustering node in SAS Enterprise Miner uses two SAS procedures, FASTCLUS and CLUSTER.

http://pegasus.cc.ucf.edu/~xsu/CLASS/STA5703/notes3.pdf

Date added: February 9, 2012 - Views: 7

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Data Mining and Business Analytics - London South Bank University

• ®Data mining project using SAS Enterprise Miner and SAS ... Sales and Customer Relationship Management, John Wiley & Sons Inc, 2004. ISBN: 9780471470649. ... • Randall S. Collica, CRM Segmentation and Clustering Using SAS Enterprise Miner, SAS ...

http://www.blc.lsbu.ac.uk/intst/ModuleGuides/DataMiningAndBusinessAnalytics.pdf

Date added: August 14, 2013 - Views: 6

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School of Accounting and Finance Department of Computing

To orient students to the purpose and the subject matter of accounting. To provide students with the techniques and tools to understand and interpret

http://www.polyu.edu.hk/feng/05002/2%2005002%20AF%20COMP%20Full%20List%201314%20Green.pdf

Date added: September 24, 2013 - Views: 2

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Data mining and statistical models in marketing campaigns of ...

Figure 1 The SAS Enterprise Miner desktop upon which a simple data mining project is set up. The use of each single node has been explained in the text.

http://www.lexjansen.com/views/2001/dataminingstats/dms03.pdf

Date added: February 10, 2014 - Views: 1

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DHL Data Mining Project - Singapore Management University

Customer Segmentation with Clustering Timothy TAN Chee Yong | Aditya Hridaya MISRA| Jeffery JI Jun Yao 3/30/2010 . DHL Data Mining Project ... (SAS Enterprise Miner to JMP) 4) To come up with meaningful and useful patterns for decision making

http://sis.smu.edu.sg/sites/default/files/sis/pdf/is424_2010_dhl_data_mining.pdf

Date added: December 12, 2013 - Views: 1

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BUS 590D (Section 009): Marketing Analytics

... customer segmentation/targeting, product/brand positioning, price, ... Collica, Randall S. (2007), CRM Segmentation and Clustering: Using SAS Enterprise Miner, SAS Publishing. [Recommended, Optional]

http://www4.ncsu.edu/unity/users/s/smoon2/www/MA%20Syllabus%20Spring08.pdf

Date added: October 2, 2012 - Views: 12

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LIBRARY ALERT

Social Sciences The End of leadership by Barbara Kellerman 303.34 K29e Health Sciences Becoming vegetarian: the complete guide to adopting a healthy vegetarian diet by Vesanto Melina

http://library.sullivan.edu/library_alert/louisville/2012/apr_12.pdf

Date added: August 29, 2014 - Views: 1

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Satish Garla, Goutam Chakraborty, Oklahoma State University ...

... Goutam Chakraborty, Oklahoma State University ... Cluster Analysis is a popular technique used by businesses and analysts for market segmentation. For segmentation, clustering is used to split customers in a market into meaningful ... clustering technique in SAS Enterprise Miner® [5 ...

http://www.wuss.org/proceedings11/Papers_Garla_S_74913.pdf

Date added: October 31, 2012 - Views: 3

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THE UNIVERSITY OF HONG KONG DEPARTMENT OF STATISTICS AND ...

This course will use a popular statistical data mining software{SAS Enterprise Miner (EM), EM 6.2 (run in SAS 9.2). This version has been installed in all PCs of the two computer labs. Students of this course can borrow a license of SAS EM 6.2 from the Department (free of charge).

http://user.saas.hku.hk/~plhyu/8017/DMToutline.pdf

Date added: August 27, 2014 - Views: 1

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Predictive modeling :: Clustering and segmentation Data mining

Predictive modeling :: Clustering and segmentation :: Data mining ... • Rated highest in customer satisfaction in largest independent surveys of users for three consecutive years1 ... Enterprise versions of Data Miner offer:

http://www.statsoft.nl/pdf/statsoft-dataminer-2013.pdf

Date added: July 21, 2013 - Views: 1

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Best Practices for Managing Predictive Models in a Production ...

developed using SAS® Enterprise Miner™, ... variable transformations, filtering outliers, data replacement, segmentation, clustering, predictive modeling algorithms, ... and users of both systems can add models to the SAS Model Manager. SAS Enterprise Miner users

http://www.mwsug.org/proceedings/2007/saspres/MWSUG-2007-SAS02.pdf

Date added: September 20, 2012 - Views: 5

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4 – 5 July 2011 (Mon – Tue) 40140971

analytical tools for segmentation: hierarchical clustering, K-means clustering, ... SAS ® DA 4 – 5 9:30 ... customer s validating s manageria FTWAR URSE Enterprise M TE & TI July 2011 (a.m. – 5:30p URSE F 12,650 ($11

http://www.hktrainingonline.com/eng/training/coursedetail/40140971.PDF

Date added: August 29, 2014 - Views: 1

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Analysis of the DWP working age customer base

working age customer base Customer segmentation 17th November 2010 . 2 ... cluster analysis using the data mining application SAS Enterprise Miner. The chosen approach, endorsed both by internal and external ... Clustering via this approach is an unsupervised classification.

https://www.gov.uk/government/uploads/system/uploads/attachment_data/file/225977/wacb_nov2010.pdf

Date added: October 1, 2014 - Views: 1

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Recitation Supplement: Clustering Using SAS EM November 4, 2002

Clustering Using SAS EM November 4, 2002 ... Each row represents a customer and each ... Import the data into SAS, start Enterprise Miner, and create a new project. Maximize the EM window. This will make it easier to view the charts and diagrams

http://people.orie.cornell.edu/~davidr/or474/recitation/nov4.pdf

Date added: December 29, 2012 - Views: 4

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Data Mining Solutions for the Business Environment

activities like customer segmentation 1. ... clustering, association models and feature extraction Applications for which it can be used: customer ... Modeler and SAS Enterprise Miner. Each data mining tool analyzed has different

http://dbjournal.ro/archive/14/14_3.pdf

Date added: February 26, 2014 - Views: 1

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SELECTING CLASSIFICATION AND CLUSTERING TOOLS FOR ACADEMIC ...

ideal of understanding each individual customer ... Enterprise Miner supports clustering and segmentation of databases, using k-means clustering, self-organizing maps and Kohonen ... 8. “SAS Enterprise Miner: Unearthing the truth –

http://iacis.org/iis/2007/Qui.pdf

Date added: May 26, 2013 - Views: 3

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SAS® Marketing Automation - Value Lab

Using SAS Marketing Automation, ... The interface provides powerful clustering and segmentation capabilities as well as direct integration with SAS Enterprise Miner™, the industry standard for data mining, which is included to ensure that

http://value.viewlab.net/wp-content/uploads/sas_marketing_automationt.pdf

Date added: August 13, 2013 - Views: 2

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MIS2502.001 Data Analytics Spring 2013 (CRN 19394) About the ...

experience with current, cutting‐edge tools such as MySQL and SAS Enterprise Miner. Course ... Discover trends in analytical data stores using the data mining techniques of clustering, segmentation, association, and decision trees. ... 8 SAS #3 – Clustering April 26 ...

http://community.mis.temple.edu/mis2502sec1sp2013/files/2013/01/MIS2502-Syllabus-Zhang-Spring-20131.pdf

Date added: November 29, 2013 - Views: 3

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Marketing Research Analyst – Jacksonville, Florida Primary ...

Proven experience with database marketing, customer segmentation and results analysis. ... Base SAS, SAS Enterprise Miner , ... Networks, Clustering, Forecasting and Simulation models ...

http://dms.stat.ucf.edu/wp-content/uploads/2013/01/Marketing-Research-Analyst.pdf

Date added: September 10, 2013 - Views: 1

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Mobile Customer Clustering Analysis Based on Call Detail Records

Mobile Customer Clustering Analysis Based on Call Detail Records Lin ... SAS Enterprise Miner and IBM Intelligent Miner may be used in the mobile telecommunications industry.

http://www.iima.org/CIIMA/14%20CIIMA%207-4-07%20Lin%2095-99.pdf

Date added: January 29, 2012 - Views: 4

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Data Preparation for Predictive Analytics

Segmentation (Clustering, …) Copyright © 2013, SAS Institute Inc. ... (t1.Customer_BirthDate,TODAY(),"ACT/ACT") Copyright © 2013, ... Advanced Analytics with Enterprise Guide • SAS Enterprise Miner Tip: Imputing Missing Values. Copyright © 2013, ...

http://www.gasug.org/papers/DataPreparationTechniquesForPredictiveAnalytics.pdf

Date added: June 2, 2014 - Views: 2

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Deutsche Bank: On-line banking for profit Resi Cuypers ...

"SAS Consultant ELC ... Services based on existing customer segmentation model: classification four groups based on a combination of transaction ... Segmentation expert! Statistician/data miner! Database builder/modeler! Internet Banking marketing expert!

http://www.sascommunity.org/seugi/SEUGI2000/cuypers_onlinebanking.pdf

Date added: October 1, 2014 - Views: 1

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4.8 Customer Focused Data Analytics - Materials Management ...

... (e.g. data mining and customer segmentation), operational execution (Campaign Management, ... clustering and predictive modeling. ... A component of SAS Enterprise Miner, SAS Rapid Predictive Modeler automatically guides users ...

http://www.mmd.admin.state.mn.us/DataAnalytics/pdf/CustomerFocusedSAS.pdf

Date added: January 8, 2013 - Views: 10

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SAS Enterprise Miner: An Overview - Welcome to IASRI - a ...

SAS Enterprise Miner: An Overview . Introduction: ... segmentation, risk analysis, affinity analysis, customer satisfaction, ... and variable clustering. Modify. the data by creating, selecting, and transforming the variables to focus the model

http://www.iasri.res.in/ebook/win_school_aa/notes/Eminer_intro-working.pdf

Date added: April 12, 2012 - Views: 30

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Optimizing Fraud Management Systems

(for example using segmentation)! Case Verification: ... Copyright ' 2003, SAS Institute Inc. All rights reserved. Company confidential - for internal use only ... customer were as follows: Ł The Cost of Fraud to the telecommunications company

http://www.sascommunity.org/seugi/SEUGI2003/WAGNER_OptimizingFraud.PDF

Date added: August 29, 2014 - Views: 1

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SOM Online Course Syllabus Template - COMET AUTH - University ...

... customer segmentation, customer relationship management (CRM), customization, ... (XL miner, SAS Enterprise Miner, Text miner) to develop data mining solutions to ... Clustering , XL Miner & EM Demo 2, “competing on analytics”, P1 Q&A

http://dox.utdallas.edu/syl29966

Date added: May 21, 2014 - Views: 3

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Spring 2008 Course Syllabus Course Information

customer segmentation, customer relationship management (CR M), customization, ... clustering and classification. In Part III, ... (XL miner and if available SAS Enterprise Miner and SQL Server2005 ) to develop data mining

http://dox.utdallas.edu/syl10575

Date added: August 3, 2013 - Views: 6

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Insightful Miner Feature List - Binary Semantics

Customer segmentation models with K -Means Clustering • Collapsible tree viewer with interactive dendrogram • Assess models with gain charts, lift charts,

http://www.binarysemantics.com/SoftwareProduct/pdf/splus_brochure/I-Miner-8-Feature-List.pdf

Date added: May 23, 2013 - Views: 1

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Gain competitive advantage with advanced customer analytics

customer view—one enterprise-wide ... SAS® Enterprise Miner SAS Enterprise Guide SAS Grid Manager ... Forecasting losses using econometric models and time series models Customer analysis using clustering algorithms

http://www.de.capgemini.com/resource-file-access/resource/pdf/Gain_competitive_advantage_with_advanced_customer_analytics.pdf

Date added: August 28, 2014 - Views: 1

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SAS E-MINER: AN OVERVIEW - Welcome to IASRI - a premier ...

SAS Enterprise Miner support the entire data mining process. ... householding, customer retention and attrition, database marketing, market segmentation, risk analysis, ... SAS E-Miner: An Overview 113 Open an existing project.

http://www.iasri.res.in/sscnars/data_mining/2-Eminer_SAS_Notes.pdf

Date added: March 15, 2013 - Views: 4

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124 - Universiti Teknologi Malaysia

... M. M. & Parvez, N. 2009. Impact of Service Quality, Trust, And Customer Satisfaction Engender Customers Loyalty. ABAC Journal, 29. Al-Alawi, A. I. ... CRM segmentation and clustering: using SAS Enterprise Miner, Sas Inst. 126 Cooper, D. R. & Schindler, ...

http://eprints.utm.my/36695/4/NastaranMohammadHosseinMFSKSM2013REF.pdf

Date added: June 13, 2014 - Views: 1

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Using data mining to segment Using data ...

... this technology is seldom applied to healthcare customer experience management. The ... Clustering/segmentation are fundamental data mining analysis tasks (Peacock, ... healthcare organizations, data mining is mainly used in diagnostic fields (SAS Institute Inc., 2002).

http://www.emeraldinsight.com/journals.htm?articleid=1780942&show=pdf&

Date added: October 1, 2014 - Views: 1

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Implementation of the Fuzzy C-Means Clustering Algorithm in ...

... image segmentation and image clustering [10-12], data mining [13], wireless sensor network ... monitoring and customer contact management. ... in Enterprise Miner is usually in the following order:

http://www.sersc.org/journals/IJDTA/vol6_no6/1.pdf

Date added: February 4, 2014 - Views: 2

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HARTFORD AREA SAS USERS GROUP - HASUG

marketing and customer analytics in the Enterprise Systems Group of the Business ... CRM Segmentation and Clustering for business applications. ... SAS Enterprise Miner, SAS Integration Technologies, messaging queues, ...

http://www.hasug.org/newsletters/flash044.pdf

Date added: October 24, 2012 - Views: 5

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Oracle Advanced Analytics - Oracle | Hardware and Software ...

Customer segmentationCustomer profiling •Market basket ... Statistics and SQL Analytics are included in Oracle Database Standard Edition and Enterprise Edition Statistics . 16 Copyright ... Clustering analysis to discover customer segments based on behavior, demograhics, plans ...

http://www.oracle.com/in/corporate/events/oracle-advanced-analytics-option-1902723-en-in.pdf

Date added: October 25, 2013 - Views: 2

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Business Intelligence: Herb Simon A Design Science Perspective

Customer Segmentation • Targeted Marketing (Predicting Response) ... • SAS (Enterprise Miner) • Oracle (Darwin, Hyperion) • IBM (Cognos, SPSS Clementine) ... Clustering Techniques pg those groups.

http://misrc.umn.edu/seminars/slides/2009/SalMarchMISRC_BI_Presentation6perpage.pdf

Date added: October 25, 2012 - Views: 5

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4.3 Tax Collection, Fraud Prevention, and Detection

The SAS Customer Care Program provides you the ability to purchase a block of ... Clustering/Segmentation ... Predictive Modeler using SAS® Enterprise Miner™ 5 Six-Sigma Black Belt

http://www.mmd.admin.state.mn.us/DataAnalytics/pdf/TaxSAS.pdf

Date added: September 22, 2012 - Views: 7

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IBM InfoSphere Streams Version 1.2

IBM InfoSphere Streams: ... to customer segmentation, to churn or intrusion prevention. In most cases, stream mining requires applying models (learned from history) ... InfoSphere Warehouse, R / Rattle, SAS Enterprise Miner, SPSS, and Weka.

http://pic.dhe.ibm.com/infocenter/streams/v1r2/topic/com.ibm.swg.im.infosphere.streams.product.doc/doc/IBMInfoSphereStreams-MiningToolkit.pdf

Date added: May 6, 2013 - Views: 1

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Data Mining - MUT

Database Segmentation (clustering) zpartitioning a database into segments of similar records, ... zIBM Intelligent Miner ... Examples of Data Mining Systems zSAS Enterprise Miner

http://www.msit2005.mut.ac.th/msit_media/1_2549/ITEC3611/Lecture/2006061105810AV.pdf

Date added: September 11, 2013 - Views: 9