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9.01.01M3P02162005.
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SAS SUGI proceedings: Data Mining
SGF2010
April 11-14, 2010 - Seattle, Washington
Data Mining and Predictive Modeling
The Power of the Group Processing Facility in SAS® Enterprise Miner™
Sascha Schubert
Pages
: 13
Size
: 973 Kb
Using SAS® Enterprise Miner™ 5.3 to Examine Factors Such as Poverty Levels in Different School Districts
Patricia Cerrito
Pages
: 8
Size
: 289 Kb
Best Contributed Paper
Segmenting Textual Data on Automobile Insurance Claims
David Dobson
Pages
: 9
Size
: 511 Kb
Investigating the Impact of Medicare Part D on Diabetes Medications Using SAS® Enterprise Miner™ and Survival Analysis
Xiao Wang
Pages
: 13
Size
: 612 Kb
Check the
sasCommunity.org
page for this paper.
More than Models: The Data Mining Team
Stephanie R. Thompson
Pages
: 6
Size
: 216 Kb
SGF2009
March 22-25, 2009 - Washington, DC
Data Mining and Predictive Modeling
Changing the Game: Technology and Analytics
Stephen Brobst
Paul Kent
Pages
: 1
Size
: 17 Kb
BioSense and the Federated Data Environment
Russell Gann
Pages
: 31
Size
: 2051 Kb
The Problem of Regression Assumptions and the Use of Predictive Modeling
Patricia Cerrito
Pages
: 20
Size
: 1068 Kb
Using SAS Enterprise Guide 4.1 to Reduce the Cost of Diabetic Outpatients in Medicare
Xiao Wang
Pages
: 7
Size
: 200 Kb
Keywords:
enterprise guide
Rule Development Experimentation: Determining the Best Marketing Message
Howard J. Moskowitz
Dana Rafiee
Pages
: 1
Size
: 17 Kb
Discover and Drive Brand Activity in Social Networks
Barry deVille
Pages
: 13
Size
: 919 Kb
A SAS® Macro for Adaptive Regression Modeling
George J. Knafl
Pages
: 9
Size
: 68 Kb
Keywords:
macro
Predictive Models Based on Reduced Input Space
Taiyeong Lee
David Duling
Dominique Latour
Pages
: 15
Size
: 361 Kb
Variable Selection and Transformation of Variables in SAS® Enterprise Miner™ 5.3
Kattamuri Sarma
Pages
: 1
Size
: 18 Kb
Generalizations of Generalized Additive Model (GAM): A Case of Credit Risk Modeling
Wensui Liu
Jimmy Cela
Chuck Vu
Pages
: 14
Size
: 219 Kb
The Next Generation: SAS® Enterprise Miner™ 6.1
David Duling
Wayne Thompson
Pages
: 10
Size
: 581 Kb
Best Contributed Paper
Optimizing Product Formulation with JMP® and SAS® Enterprise Miner™
John Leveille
Wayne J. Levin
Pages
: 6
Size
: 334 Kb
Keywords:
JMP SAS Enterprise Miner Product Formulation
SGF2008
March 16-19, 2008 - San Antonio, Texas
Data Mining and Predictive Modeling
Survival Data Mining: Treatment of Chronic Illness
Patricia Cerrito
John Cerrito
Pages
: 19
Size
: 1062 Kb
Data Mining Application of Non-Linear Mixed Modeling in Water Quality Analysis
Anpalaki J. Ragavan
Pages
: 14
Size
: 501 Kb
Assigning ROTC Cadets into Air Force Specialty Codes Using SAS OR's PROC LP Procedure
Anthony Lawrence
Pages
: 10
Size
: 2466 Kb
Best Contributed Paper
The Early Warning Project: Prewarning and Avoiding Problems and Costly Downtime in Complex Industrial Processes
Torulf Mollestad
Frode Oplenskedal
Pages
: 12
Size
: 290 Kb
Keywords:
Upstream oil Early warning Data Mining Time series
Evaluating Predictive Models: Computing and Interpreting the c Statistic
Sigurd Hermansen
Pages
: 9
Size
: 78 Kb
Keywords:
business intelligence data mining ROC AUC
In Search for a Golden Algorithm
Tamara S. Slipchenko
Candice Bowman
Catherine Sugar
Allen L. Gifford
Pages
: 9
Size
: 210 Kb
Tailoring the use of SAS® Enterprise Miner®
Sascha Schubert
Pages
: 14
Size
: 713 Kb
Keywords:
Enterprise Miner Extensions Add-on for MS Office Data Mining
Using SAS® Enterprise Miner™ to Prescribe a Pre-Screen Mailing
Rex Pruitt
Pages
: 6
Size
: 200 Kb
A SAS® Text Mining Approach to Predicting the Resolvability of Disputes between eBay's Sellers and Buyers
Kevin S. Henning
Zhangxi Lin
Pages
: 12
Size
: 448 Kb
Keywords:
SAS ELECTRONIC COMMERCE TEXT MINING EBAY CONTENT ANALYSIS LOGISTIC REGRESSION
Use of Text Mining to Predict Patient Compliance
Christiana Petrou
Pages
: 15
Size
: 283 Kb
Keywords:
text-mining clustering
Lithium Battery Analysis: Probability of Failure Assessment Using Logistic Regression
Travis A. Moebes
Pages
: 9
Size
: 169 Kb
Best Contributed Paper
Generalizing Google's PageRank to Rank National Football League Teams
Anjela Govan
Carl Meyer
Russell Albright
Pages
: 11
Size
: 171 Kb
Coming to a Theater Near You! Sentiment Classification Techniques Using SAS® Text Miner
Jake Bartlett
Russell Albright
Pages
: 9
Size
: 153 Kb
SAS/OR®: Rigorous Constrained Optimized Binning for Credit Scoring
Ivan Oliveira
Susan Haller
Manoj Chari
Pages
: 10
Size
: 367 Kb
Keywords:
Credit scoring binning optimization MIP
Understanding Your Customer: Segmentation Techniques for Gaining Customer Insight and Predicting Risk in the Telecom Industry
Glendon Cross
Wayne Thompson
Pages
: 14
Size
: 981 Kb
Cool New Features in SAS® Enterprise Miner™ 5.3
David Duling
Sascha Schubert
Wayne Thompson
Pages
: 12
Size
: 554 Kb
Keywords:
data mining analysis statistics
reporting
machine learning decision tree neural network
SGF2007
April 16-19, 2007 - Orlando, Florida
Data Mining and Predictive Modeling
Identifying and Overcoming Common Data Mining Mistakes
Doug Wielenga
Pages
: 20
Size
: 150 Kb
Keywords:
tree regression neural network
Predictive Modeling in Higher Education
Tom Bohannon
Pages
: 14
Size
: 619 Kb
Keywords:
data mining
Teaching Business Applications of Data Mining
J. Michael Hardin
Pages
: 1
Size
: 17 Kb
Keywords:
predictive modeling data mining business schools
Best Practices for Managing Predictive Models in a Production Environment
Robert Chu
David Duling
Wayne Thompson
Pages
: 10
Size
: 239 Kb
Keywords:
data mining model scoring
Predicting Software Maintenance Outcomes Using Data Mining and Text Mining
Uzma Raja
Pages
: 9
Size
: 155 Kb
Keywords:
Text Mining Software Engineering Open Source Software Software Maintenance
Improving Credit Scoring by Generalized Additive Model
Wensui Liu
Jimmy Cela
Pages
: 9
Size
: 377 Kb
Keywords:
Credit Scoring Generalized Linear Model Generalized Additive Model PROC LOGISTIC PROC GENMOD PROC GAM
Data Mining Physician Decisions for MRSA
Hamed Zahedi
Pages
: 8
Size
: 166 Kb
Keywords:
Text Mining
OLS Regression? Auto-Regression? Dynamic Regression?
Rodger Zhang
Pages
: 12
Size
: 289 Kb
Keywords:
Financial Modeling Forecast Prediction Analysis
Best Contributed Paper
Variable Screening for Multinomial Logistic Regression on Very Large Data Sets as Applied to Direct Response Modeling
John A. Cherrie
Pages
: 12
Size
: 143 Kb
Keywords:
Data Mining
Find the Best Prospects for a New Product by Using a Data Mining Model
Ting Millette
Pages
: 8
Size
: 160 Kb
Data Mining to Investigate the Prescribing of Medications Longitudinally
Mussie A. Tesfamicael
Pages
: 17
Size
: 827 Kb
Keywords:
High Profile Forecasting Text Mining IDM
Ubiquitous Scoring of 1000+ Warranty Categories Using Predictive Rules Derived from Text
Barry deVille
Pages
: 8
Size
: 124 Kb
Keywords:
text mining classification process automation
Text Mining and PROC KDE to Rank Nominal Data
Patricia B. Cerrito
Pages
: 21
Size
: 2221 Kb
Keywords:
Text Miner Ranking Nominal Data
Making Web Results Relevant with SAS®
Russell D. Albright
Jake Bartlett
David Bultman
Pages
: 12
Size
: 330 Kb
Keywords:
Text Mining Information Retrieval
internet
Critical Success Factors for Rate Making Using SAS® Enterprise Miner
Hrushikesh A. Khopkar
Jay King
Pages
: 17
Size
: 820 Kb
Keywords:
Rate Making Optimal Binning Tariff Card
SUGI31
March 26-29, 2006 - San Francisco, California
Data Mining and Predictive Modeling
SAS/OR® - Making Sense of Network Data with Network Visualization Workshop
Ed Hughes
Phil Meanor
Pages
: 20
Size
: 1570 Kb
Keywords:
network data visual planning analysis patterns plots graphs
Offer Assignment with SAS® Marketing Optimization
Manoj Chari
Pages
: 18
Size
: 262 Kb
An Application of Survival Analysis to Population Dynamics in Human Capital Management
Martin B. Jetton
Robert Yerex
Pages
: 9
Size
: 57 Kb
Keywords:
Operations Research Probability Models Predictive Models
Best Contributed Paper
Investigating Open Source Project Success - A Data Mining Approach to Model Formulation, Testing and Validation
Uzma Raja
Marietta J. Tretter
Pages
: 7
Size
: 102 Kb
Text Mining with "Holographic" Decision Tree Ensembles
Barry deVille
Pages
: 7
Size
: 74 Kb
Keywords:
multiple, random decision trees random forests text classification stochastic gradient boosting
Predicting Child Support Payment Delinquency Using SAS® Enterprise Miner
Jodi Blomberg
Jacqueline K. Long
Pages
: 12
Size
: 123 Kb
Keywords:
public sector
80 Ways to Spell "Refrigerator"
Joshua P. Becker
John Wallace
Pages
: 10
Size
: 121 Kb
Keywords:
text mining parsing dirty text clustering
Exploring Alternative Predictive Modeling Techniques to Strengthen the Customer Relationship
David Bordeleau
Pages
: 5
Size
: 42 Kb
Keywords:
Modeling Cox model Multinomial Logistic Regression Attrition Activation
Data Mining Techniques to Analyze a Library Database
Chakib Battioui
Pages
: 9
Size
: 360 Kb
Keywords:
Path Analysis Association rules Data Mining Library data Analysis.
Data and Text Mining the Electronic Medical Record to Improve Care and to Lower Costs
Patricia B. Cerrito
John C. Cerrito
Pages
: 20
Size
: 1344 Kb
Keywords:
Text Miner Link Analysis
Efficient Construction of a "One-Row-per-Subject" Data Mart for Data Mining
Gerhard Svolba
Pages
: 16
Size
: 236 Kb
Comparison of Data Preparation Methods for Use in Model Development with SAS® Enterprise Miner
Charles Manahan
Pages
: 10
Size
: 326 Kb
Keywords:
regression cluster
Fraud Detection - A Primer for SAS® Programmers
Thomas J. Winn
Pages
: 6
Size
: 115 Kb
Keywords:
fraud abuse improper acts internal controls fraud indicators patterns norms
Application of Proc Discrim and Proc Logistic in Credit Risk Modeling
Jin Li
Pages
: 9
Size
: 142 Kb
Keywords:
Discriminant Analysis Generalized Logit Model Categorical Data Credit Risk
What's New in SAS® Enterprise Miner
Wayne Thompson
David Duling
Pages
: 10
Size
: 687 Kb
Keywords:
Enterprise Miner
SUGI30
April 10-13, 2005 - Philadelphia, Pennsylvania
Data Mining and Predictive Modeling
Predicting Workers' Compensation Insurance Fraud Using SAS Enterprise Miner 5.1 and SAS Text Miner
Terry Woodfield
Pages
: 6
Size
: 95 Kb
Keywords:
regression neural networks recursive partitioning
Automating Predictive Analysis to Predict Medicare Fraud
Christine L. Warner
Pages
: 9
Size
: 153 Kb
Keywords:
regression predictive analysis SAS/Stat
Predicting Customer Value
Will Potts
Pages
: 6
Size
: 124 Kb
Keywords:
survival analysis lifetime value mean residual life
Combining Decision Trees with Regression in Predictive Modeling with SAS Enterprise Miner
Kattamuri S. Sarma
Pages
: 10
Size
: 498 Kb
Keywords:
Variable selection Non-linear Relationships Missing values Binning Trees Regression Model performance.
Teaching Data Mining in a University Environment
David A. Dickey
Pages
: 11
Size
: 113 Kb
Keywords:
logisitc log worth
Combining SAS Text Miner with the Association Node in SAS Enterprise Miner to Investigate Inventory Data
Patricia B. Cerrito
Pages
: 10
Size
: 364 Kb
Keywords:
association rules text mining
The University of Alabama and SAS Data Mining Certificate Partnership
J. Michael Hardin
Michael D. Conerly
Pages
: 4
Size
: 110 Kb
Keywords:
education teaching SAS training Enterprise Miner
A Comparative Estimation of Machine Learning Methods on QSAR Data Sets
Adnan Asar
Pages
: 10
Size
: 211 Kb
Keywords:
pharmaceutical
analytics SAS
On GSForward - The Experimental Variable Selection Node in SAS Enterprise Miner 5.1
Leonardo Auslender
Pages
: 6
Size
: 138 Kb
Keywords:
Gsforward
Mining Transactional and Time Series Data
Michael Leonard
Brenda Wolfe
Pages
: 26
Size
: 1217 Kb
Keywords:
time-stamped data data-mining
Message Queue-Based Scoring Interface
David Duling
Robert Chu
Pages
: 14
Size
: 151 Kb
Keywords:
Predictive modeling scoring scoring services data-mining
Structured Neural Network Techniques for Modeling Loyalty and Profitability
Carl Lee
Tim Rey
James W. Mentele
Michael Garver
Pages
: 13
Size
: 288 Kb
Keywords:
Loyalty Partial Least Square Predictive Modeling Profitability Regression Structured Equation Model
A Multi-Model Approach to Improve Final Results
Ryszard Szupiluk
Piotr Wojewnik
Tomasz S. Zabkowski
Pages
: 6
Size
: 261 Kb
Keywords:
Data mining Independent Component Analysis Principal Component Analysis Modelling improvement
Best Contributed Paper
A Proportional Hazards Approach to Campaign List Selection
Charles Manahan
Pages
: 7
Size
: 104 Kb
Keywords:
logistic regression data mining
SUGI28
March 30 - April 2, 2003 - Seattle, Washington
Data Mining Techniques
Modeling Customer Lifetime Value Using Survival Analysis - An Application in the Telecommunications Industry
Junxiang Lu
Pages
: 6
Size
: 253 Kb
Keywords:
lifetime value (LTV) survival analysis customer value churn
A Simple Bayesian Approach in Mining the Touch Point Data
Aaron Lai
Pages
: 4
Size
: 183 Kb
Keywords:
Data mining CRM Bayesian touch point marketing
Shopping for Voters: Using Association Rules to Discover Relationships in Election Survey Data
Mary F. MacDougall
Pages
: 5
Size
: 217 Kb
Keywords:
association node market basket analysis election study
Monitoring, Analyzing, and Optimizing Waterflood Responses
Leon L. Fedenczuk
Pages
: 5
Size
: 277 Kb
Keywords:
Data Mining Visualization Decision Trees
Multistage Cross-Sell Model of Employers in the Financial Industry
Kwan Park
Steve Donohue
Pages
: 5
Size
: 221 Kb
Keywords:
cross-sell data mining decision tree neural network lift value
Best Contributed Paper
The Use of Geographic Information Systems to Investigate Environmental Pollutants in Relationship to Medical Treatment
Patricia B. Cerrito
Robert Forbes
George R. Barnes
Pages
: 6
Size
: 811 Kb
Keywords:
data mining GIS medical
SUGI27
April 14-17, 2002 - Orlando, Florida
Data Mining Techniques
Best Contributed Paper
Tree-based Models: Identification of Influential Factors under Condition of Instability
Pavel Brusilovskiy
Yillian Yuan
Pages
: 6
Size
: 102 Kb
Keywords:
Data Mining
Macros
Modeling Statistics
Data Mining in Quality Improvement
Bing Deng
Pages
: 4
Size
: 66 Kb
Keywords:
SAS/EM DATA MINING QUALITY
Offer Optimization - Optimizing Cross-sell and Up-sell Opportunities in Banking
Andrew G. Storey
Marc-David Cohen
Pages
: 7
Size
: 260 Kb
Keywords:
Cross-Sell Optimization Marketing Campaigns Banking
To Neural or Not to Neural? - This Is the Question
Leon L. Fedenczuk
Pages
: 6
Size
: 228 Kb
Keywords:
Cross Selling
Predicting Customer Churn in the Telecommunications Industry - An Application of Survival Analysis Modeling Using SAS®
Junxiang Lu
Pages
: 6
Size
: 181 Kb
Keywords:
customer churn survival analysis PROC PHREG telecommunications industry data mining
Using SAS® Enterprise Miner - for Data Quality Monitoring in the Veterans Health Administration's External Peer Review Program
James H. Forsythe
Pages
: 5
Size
: 120 Kb
Keywords:
Data Mining
healthcare
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Copyright © 2005 Lex Jansen. All rights reserved.