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This searches SAS papers from SUGI and SAS Global Forum.

SAS SUGI proceedings: Data Mining (SUGI 31 and later), 142 papers

SAS Global Forum 2013   April 28 - May 1, 2013 - San Francisco, California

Data Mining and Text Analytics

tweet!  Using Data Mining in Forecasting Problems
Chip Wells  Justin Kauhl  Timothy Rey 
Pages: 17 Size: 1066 Kb 
    resource Additional resource: Live Stream Video.

tweet!  Time Is Precious, So Are Your Models: SAS® Provides Solutions to Streamline Deployment
Jonathan Wexler  Wayne Thompson 
Pages: 17 Size: 1416 Kb 

tweet!  Bringing Churn Modeling Straight to the Source: SAS® and Teradata In-Database Model Development
Jonathan Wexler  Karl Krycha 
Keywords:  SAS  Teradata  Analytic Accelerator  Churn Modeling  Advanced Analytics 
Pages: 9 Size: 114 Kb 

tweet!  Demand Forecasting Using a Growth Model and Negative Binomial Regression Framework
Cally Ong Yeru  Michelle Cheong  Murphy Choy 
Pages: 17 Size: 403 Kb 

Best Contributed Paper
tweet!  Using Classification and Regression Trees (CART) in SAS® Enterprise Miner™ for Applications in Public Health
Leonard Gordon 
Keywords:  concentrated animal feeding operations (CAFO)  classification trees  asthma  healthcare 
Pages: 8 Size: 404 Kb 

tweet!  Using the Power of SAS® to Analyze and Solve Quality Problems at Shanghai General Motors
Jian Li  Jiawen Zhang  Minghua Pan  Nanxiang Gao  Shaozong Jiang  Yahua Li  Ying Wang  Yu Zhang 
Pages: 6 Size: 574 Kb 

tweet!  Information Retrieval in SAS®: The Power of Combining Perl Regular Expressions and Hash Objects
Fagen Xie  Lingxiao Qi 
Pages: 6 Size: 97 Kb 

tweet!  Targeting Public Value in New Zealand
Michael O'Neil 
Pages: 4 Size: 212 Kb 

tweet!  Using the Boosting Technique to Improve the Predictive Power of a Credit Risk Model
Alejandro Correa Bahnsen  Andres Gonzalez  Darwin Amezquita 
Pages: 7 Size: 569 Kb 

tweet!  Creating Interval Target Scorecards with Credit Scoring for SAS® Enterprise Miner™
Miguel Maldonado  Naeem Siddiqi  Susan Haller  Wendy Czika 
Pages: 14 Size: 1138 Kb 

Honorable Mention
tweet!  Variable Reduction in SAS® by Using Weight of Evidence and Information Value
Alec Lin 
Pages: 12 Size: 900 Kb 

tweet!  Incremental Response Modeling Using SAS® Enterprise Miner™
Laura Ryan  Ruiwen Zhang  Taiyeong Lee  Xiangxiang Meng 
Pages: 13 Size: 515 Kb 

tweet!  Estimates of Personal Revenue from Credit and Sociodemographic Information Combining Decision Trees and Artificial Neural Networks (ANN)
Deybis Florez Hormiga 
Pages: 4 Size: 205 Kb 

tweet!  Where Should I Dig? What to Do before Mining Your Data
Stephanie Thompson 
Pages: 3 Size: 105 Kb 

tweet!  Replacing Manual Coding of Customer Survey Comments with Text Mining: A Story of Discovery with Textual Data in the Public Sector
Jared Prins 
Pages: 19 Size: 460 Kb 
    resource Additional resource: Live Stream Video.

tweet!  Relate, Retain, and Remodel: Creating and Using Context-Sensitive Linguistic Features in Text Mining Models
Janardhana Punuru  Lane Surratt  Russell Albright 
Pages: 17 Size: 685 Kb 

tweet!  Data Mining of U.S. Patents: Research Trends of Major Technology Companies
Ken Potter  Robert Hatton 
Pages: 11 Size: 465 Kb 
    resource Additional resource: sasCommunity.org.

tweet!  A Tale of Two SAS® Technologies: Generating Maps of Topical Coverage and Linkages in SAS User Conference Papers
Barry deVille  Denise Bedford  Richard La Valley 
Pages: 21 Size: 1177 Kb 

tweet!  Unleashing the Power of Unified Text Analytics to Categorize Call Center Data
Arila Barnes  Jared Peterson  Saratendu Sethi 
Pages: 12 Size: 998 Kb 

tweet!  Deciphering Emoticons for Text Analytics: A Macro-Based Approach
Chad Atkinson 
Keywords:  macro 
Pages: 15 Size: 818 Kb 

tweet!  Be Customer Wise or Otherwise: Combining Data Mining and Interactive Visual Analytics to Analyze Large and Complex Customer Resource Management (CRM) Data
Aditya Misra  Junyao Ji  Kam Tin Seong 
Pages: 11 Size: 1360 Kb 

tweet!  Opinion Mining and Geo-positioning of Textual Feedback from Professional Drivers
Goutam Chakraborty  Mantosh Kumar Sarkar 
Pages: 11 Size: 1264 Kb 

SAS Global Forum 2012   April 22-25, 2012 - Orlando, Florida

Data Mining and Text Analytics

tweet!  Developing a Predictive Model for Customer Trip Purpose to Be Integrated into Enterprise Strategy and Analytics
Jonathan Levine 
Pages: 16 Size: 154 Kb 
    resource Additional resource: Take Out Video.

tweet!  Use of Cutoff and SAS Code Nodes in SAS® Enterprise Miner™ to Determine Appropriate Probability Cutoff Point for Decision Making with Binary Target Models
Yogen Shah 
Pages: 6 Size: 488 Kb 

tweet!  Constructing a Credit Risk Scorecard Using Predictive Clusters
Andres F. Gonzalez  Alejandro Correa Bahnsen  Ana C. Nieto  Darwin A. Amezquita 
Pages: 13 Size: 754 Kb 

tweet!  An Experimental Comparison of Classification Techniques for Imbalanced Credit Scoring Data Sets Using SAS® Enterprise Miner™
Iain L. Brown 
Pages: 14 Size: 181 Kb 

tweet!  Comparison of K-Means, Normal Mixtures and Probabilistic-D Clustering for B2B Segmentation Using Customers' Perceptions
Satish Garla  Gary Gaeth  Goutam Chakraborty 
Pages: 8 Size: 651 Kb 

tweet!  Predicting Electoral Outcomes with SAS® Sentiment Analysis and SAS® Forecast Studio
Jenn Sykes 
Pages: 9 Size: 399 Kb 

tweet!  It's About Time: Discrete Time Survival Analysis using SAS® Enterprise Miner™
Sascha Schubert  Susan Haller  Taiyeong Lee 
Pages: 15 Size: 1249 Kb 

tweet!  Dickens vs. Hemingway: Text Analysis and Readability Statistics in Base SAS®
Jessica Hampton 
Pages: 8 Size: 199 Kb 

Best Contributed Paper
tweet!  Combine Data Sets Using Inexact Character Variables in SAS®
Kulwant Rai 
Pages: 12 Size: 156 Kb 

tweet!  SAS® Since 1976: An Application of Text Mining to Reveal Trends
Zubair Shaik  Satish Garla  Goutam Chakraborty 
Pages: 10 Size: 734 Kb 

tweet!  Correlating the Analysis of Opinionated Texts Using SAS® Text Analytics with Application of Sabermetrics to Cricket Statistics
Praveen Lakkaraju  Saratendu Sethi 
Pages: 10 Size: 893 Kb 

tweet!  A New Age of Data Mining in the High-Performance World
David Duling  Wayne Thompson  Jared Dean 
Pages: 11 Size: 788 Kb 

SAS Global Forum 2011   April 4-7, 2011 - Las Vegas, Nevada

Data Mining and Text Analytics

tweet!  Creating a SAS® Model Factory Using In-Database Analytics
John Spooner 
Pages: 8 Size: 473 Kb 

tweet!  Conditional Classes and Pattern Recognition in SAS®
Scott Hanson 
Pages: 6 Size: 139 Kb 

Best Contributed Paper
tweet!  Genetic Algorithm Optimization for Selecting the Best Architecture of a Multi-Layer Perceptron Neural Network: A Credit Scoring Case
Alejandro Correa  Andres F. Gonzalez  Camilo Ladino 
Pages: 8 Size: 554 Kb 

tweet!  BASE SAS (R) Implementation of Information Theoretic Feature Selection for Neural Networks
Martin B. Jetton 
Pages: 13 Size: 92 Kb 

tweet!  Data Mining Using JMP®
Murphy Choy 
Pages: 9 Size: 295 Kb 

tweet!  Understanding Drivers of Achieving Academic Success in University Students
David Dobson 
Pages: 17 Size: 943 Kb 

tweet!  Ratemaking Using SAS® Enterprise Miner™: An Application Study
Billie Anderson 
Pages: 20 Size: 931 Kb 

tweet!  Regression Model Development for Credit Card Exposure at Default (EAD) Using SAS/STAT® and SAS® Enterprise Miner™ 5.3
Iain L. Brown 
Pages: 11 Size: 130 Kb 

tweet!  The Anti-Curse: Creating an Extension to SAS® Enterprise Miner™ Using PROC ARBORETUM
Andrew S. Cathie 
Pages: 11 Size: 543 Kb 

tweet!  Bump Hunting With SAS®: A Macro Approach to Employing PRIM
Jennifer Sniadecki 
Keywords:  macro 
Pages: 9 Size: 285 Kb 

tweet!  Data Mining in SAS® with Open-Source Software
Zhengping Ma 
Pages: 11 Size: 380 Kb 

tweet!  What Are People Saying about Your Company, Your Products, or Your Brand?
Kathy Lange  Saratendu Sethi 
Pages: 16 Size: 1797 Kb 

tweet!  Perl Regular Expression in SAS® Macro Programming
Yanwei Zhang 
Keywords:  macro 
Pages: 7 Size: 108 Kb 

tweet!  Time Series Data Mining with SAS® Enterprise Miner™
Sascha Schubert  Taiyeong Lee 
Pages: 12 Size: 904 Kb 

tweet!  Sentiment Mining Using SAS® Text Miner
Patricia Cerrito  John Cerrito 
Pages: 17 Size: 704 Kb 

tweet!  Improving Searchable Access to SAS® Global Forum Conference Papers Using Semantic Analysis Methods and Text Analytic Technologies
Richard W. La Valley  Denise A. Bedford 
Pages: 16 Size: 711 Kb 

tweet!  A Detailed Examination of Workload Assigned and Faculty Productivity: Social Networks Using SAS® Enterprise Guide® and SAS® Text Miner
Yehia H. Khalil 
Keywords:  enterprise guide 
Pages: 21 Size: 444 Kb 

tweet!  Demand Sensing via C-B4 Pattern Analysis and SAS® Forecast Server
Irad Ben-Gal 
Pages: 4 Size: 304 Kb 

tweet!  Eliminating Response Style Segments in Survey Data via Double Standardization before Clustering
Murali Krishna Pagolu  Goutam Chakraborty 
Pages: 15 Size: 748 Kb 

SAS Global Forum 2010   April 11-14, 2010 - Seattle, Washington

Data Mining and Predictive Modeling

tweet!  The Power of the Group Processing Facility in SAS® Enterprise Miner™
Sascha Schubert 
Pages: 13 Size: 973 Kb 

tweet!  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
tweet!  Segmenting Textual Data on Automobile Insurance Claims
David Dobson 
Pages: 9 Size: 511 Kb 

tweet!  Investigating the Impact of Medicare Part D on Diabetes Medications Using SAS® Enterprise Miner™ and Survival Analysis
Xiao Wang 
Pages: 13 Size: 612 Kb 
    resource Additional resource: sasCommunity.org.

tweet!  More than Models: The Data Mining Team
Stephanie R. Thompson 
Pages: 6 Size: 216 Kb 

SAS Global Forum 2009   March 22-25, 2009 - National Harbor, Maryland

Data Mining and Predictive Modeling

tweet!  Changing the Game: Technology and Analytics
Stephen Brobst  Paul Kent 
Pages: 1 Size: 17 Kb 

tweet!  BioSense and the Federated Data Environment
Russell Gann 
Pages: 31 Size: 2051 Kb 

tweet!  The Problem of Regression Assumptions and the Use of Predictive Modeling
Patricia Cerrito 
Pages: 20 Size: 1068 Kb 

tweet!  Using SAS Enterprise Guide 4.1 to Reduce the Cost of Diabetic Outpatients in Medicare
Xiao Wang 
Keywords:  enterprise guide 
Pages: 7 Size: 200 Kb 

tweet!  Rule Development Experimentation: Determining the Best Marketing Message
Howard J. Moskowitz  Dana Rafiee 
Pages: 1 Size: 17 Kb 

tweet!  Discover and Drive Brand Activity in Social Networks
Barry deVille 
Pages: 13 Size: 919 Kb 

tweet!  A SAS® Macro for Adaptive Regression Modeling
George J. Knafl 
Keywords:  macro 
Pages: 9 Size: 68 Kb 

tweet!  Predictive Models Based on Reduced Input Space
Taiyeong Lee  David Duling  Dominique Latour 
Pages: 15 Size: 361 Kb 

tweet!  Variable Selection and Transformation of Variables in SAS® Enterprise Miner™ 5.3
Kattamuri Sarma 
Pages: 1 Size: 18 Kb 

tweet!  Generalizations of Generalized Additive Model (GAM): A Case of Credit Risk Modeling
Wensui Liu  Jimmy Cela  Chuck Vu 
Pages: 14 Size: 219 Kb 

tweet!  The Next Generation: SAS® Enterprise Miner™ 6.1
David Duling  Wayne Thompson 
Pages: 10 Size: 581 Kb 

Best Contributed Paper
tweet!  Optimizing Product Formulation with JMP® and SAS® Enterprise Miner™
John Leveille  Wayne J. Levin 
Keywords:  JMP  SAS  Enterprise  Miner  Product  Formulation 
Pages: 6 Size: 334 Kb 

SAS Global Forum 2008   March 16-19, 2008 - San Antonio, Texas

Data Mining and Predictive Modeling

tweet!  Survival Data Mining: Treatment of Chronic Illness
Patricia Cerrito  John Cerrito 
Pages: 19 Size: 1062 Kb 

tweet!  Data Mining Application of Non-Linear Mixed Modeling in Water Quality Analysis
Anpalaki J. Ragavan 
Pages: 14 Size: 501 Kb 

tweet!  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
tweet!  The Early Warning Project: Prewarning and Avoiding Problems and Costly Downtime in Complex Industrial Processes
Torulf Mollestad  Frode Oplenskedal 
Keywords:  Upstream oil  Early warning  Data Mining  Time series 
Pages: 12 Size: 290 Kb 

tweet!  Evaluating Predictive Models: Computing and Interpreting the c Statistic
Sigurd Hermansen 
Keywords:  business  intelligence  data  mining  ROC  AUC 
Pages: 9 Size: 78 Kb 

tweet!  In Search for a Golden Algorithm
Tamara S. Slipchenko  Candice Bowman  Catherine Sugar  Allen L. Gifford 
Pages: 9 Size: 210 Kb 

tweet!  Tailoring the use of SAS® Enterprise Miner®
Sascha Schubert 
Keywords:  Enterprise Miner  Extensions  Add-on for MS Office  Data Mining 
Pages: 14 Size: 713 Kb 

tweet!  Using SAS® Enterprise Miner™ to Prescribe a Pre-Screen Mailing
Rex Pruitt 
Pages: 6 Size: 200 Kb 

tweet!  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 

tweet!  Use of Text Mining to Predict Patient Compliance
Christiana Petrou 
Keywords:  text-mining  clustering 
Pages: 15 Size: 283 Kb 

tweet!  Lithium Battery Analysis: Probability of Failure Assessment Using Logistic Regression
Travis A. Moebes 
Pages: 9 Size: 169 Kb 

Best Contributed Paper
tweet!  Generalizing Google's PageRank to Rank National Football League Teams
Anjela Govan  Carl Meyer  Russell Albright 
Pages: 11 Size: 171 Kb 

tweet!  Coming to a Theater Near You! Sentiment Classification Techniques Using SAS® Text Miner
Jake Bartlett  Russell Albright 
Pages: 9 Size: 153 Kb 

tweet!  SAS/OR®: Rigorous Constrained Optimized Binning for Credit Scoring
Ivan Oliveira  Susan Haller  Manoj Chari 
Keywords:  Credit scoring  binning  optimization  MIP 
Pages: 10 Size: 367 Kb 

tweet!  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 

tweet!  Cool New Features in SAS® Enterprise Miner™ 5.3
David Duling  Sascha Schubert  Wayne Thompson 
Keywords:  data mining  analysis  statistics  reporting  machine learning  decision tree  neural network 
Pages: 12 Size: 554 Kb 

SAS Global Forum 2007   April 16-19, 2007 - Orlando, Florida

Data Mining and Predictive Modeling

tweet!  Identifying and Overcoming Common Data Mining Mistakes
Doug Wielenga 
Keywords:  tree  regression  neural  network 
Pages: 20 Size: 150 Kb 

tweet!  Predictive Modeling in Higher Education
Tom Bohannon 
Keywords:  data  mining 
Pages: 14 Size: 619 Kb 

tweet!  Teaching Business Applications of Data Mining
J. Michael Hardin 
Keywords:  predictive modeling  data mining  business schools 
Pages: 1 Size: 17 Kb 

tweet!  Best Practices for Managing Predictive Models in a Production Environment
Robert Chu  David Duling  Wayne Thompson 
Keywords:  data mining  model scoring 
Pages: 10 Size: 239 Kb 

tweet!  Predicting Software Maintenance Outcomes Using Data Mining and Text Mining
Uzma Raja 
Keywords:  Text Mining  Software Engineering  Open Source Software  Software Maintenance 
Pages: 9 Size: 155 Kb 

tweet!  Improving Credit Scoring by Generalized Additive Model
Wensui Liu  Jimmy Cela 
Keywords:  Credit Scoring  Generalized Linear Model  Generalized Additive Model  PROC LOGISTIC  PROC GENMOD  PROC GAM 
Pages: 9 Size: 377 Kb 

tweet!  Data Mining Physician Decisions for MRSA
Hamed Zahedi 
Keywords:  Text  Mining 
Pages: 8 Size: 166 Kb 

tweet!  OLS Regression? Auto-Regression? Dynamic Regression?
Rodger Zhang 
Keywords:  Financial  Modeling  Forecast  Prediction  Analysis 
Pages: 12 Size: 289 Kb 

Best Contributed Paper
tweet!  Variable Screening for Multinomial Logistic Regression on Very Large Data Sets as Applied to Direct Response Modeling
John A. Cherrie 
Keywords:  Data  Mining 
Pages: 12 Size: 143 Kb 

tweet!  Find the Best Prospects for a New Product by Using a Data Mining Model
Ting Millette 
Pages: 8 Size: 160 Kb 

tweet!  Data Mining to Investigate the Prescribing of Medications Longitudinally
Mussie A. Tesfamicael 
Keywords:  High Profile Forecasting  Text Mining  IDM 
Pages: 17 Size: 827 Kb 

tweet!  Ubiquitous Scoring of 1000+ Warranty Categories Using Predictive Rules Derived from Text
Barry deVille 
Keywords:  text mining  classification  process automation 
Pages: 8 Size: 124 Kb 

tweet!  Text Mining and PROC KDE to Rank Nominal Data
Patricia B. Cerrito 
Keywords:  Text Miner  Ranking Nominal Data 
Pages: 21 Size: 2221 Kb 

tweet!  Making Web Results Relevant with SAS®
Russell D. Albright  Jake Bartlett  David Bultman 
Keywords:  Text Mining Information Retrieval  internet 
Pages: 12 Size: 330 Kb 

tweet!  Critical Success Factors for Rate Making Using SAS® Enterprise Miner
Hrushikesh A. Khopkar  Jay King 
Keywords:  Rate Making  Optimal Binning  Tariff Card 
Pages: 17 Size: 820 Kb 

SUGI 31   March 26-29, 2006 - San Francisco, California

Data Mining and Predictive Modeling

tweet!  SAS/OR® - Making Sense of Network Data with Network Visualization Workshop
Ed Hughes  Phil Meanor 
Keywords:  network  data  visual  planning  analysis  patterns  plots  graphs 
Pages: 20 Size: 1570 Kb 

tweet!  Offer Assignment with SAS® Marketing Optimization
Manoj Chari 
Pages: 18 Size: 262 Kb 

tweet!  An Application of Survival Analysis to Population Dynamics in Human Capital Management
Martin B. Jetton  Robert Yerex 
Keywords:  Operations Research  Probability Models  Predictive Models 
Pages: 9 Size: 57 Kb 

Best Contributed Paper
tweet!  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 

tweet!  Text Mining with "Holographic" Decision Tree Ensembles
Barry deVille 
Keywords:  multiple, random decision trees  random forests  text classification  stochastic gradient boosting 
Pages: 7 Size: 74 Kb 

tweet!  Predicting Child Support Payment Delinquency Using SAS® Enterprise Miner
Jodi Blomberg  Jacqueline K. Long 
Keywords:  public  sector 
Pages: 12 Size: 123 Kb 

tweet!  80 Ways to Spell "Refrigerator"
Joshua P. Becker  John Wallace 
Keywords:  text  mining  parsing  dirty  text  clustering 
Pages: 10 Size: 121 Kb 

tweet!  Exploring Alternative Predictive Modeling Techniques to Strengthen the Customer Relationship
David Bordeleau 
Keywords:  Modeling  Cox model  Multinomial Logistic Regression  Attrition  Activation 
Pages: 5 Size: 42 Kb 

tweet!  Data Mining Techniques to Analyze a Library Database
Chakib Battioui 
Keywords:  Path Analysis  Association rules  Data Mining  Library data Analysis. 
Pages: 9 Size: 360 Kb 

tweet!  Data and Text Mining the Electronic Medical Record to Improve Care and to Lower Costs
Patricia B. Cerrito  John C. Cerrito 
Keywords:  Text Miner  Link Analysis 
Pages: 20 Size: 1344 Kb 

tweet!  Efficient Construction of a "One-Row-per-Subject" Data Mart for Data Mining
Gerhard Svolba 
Pages: 16 Size: 236 Kb 

tweet!  Comparison of Data Preparation Methods for Use in Model Development with SAS® Enterprise Miner
Charles Manahan 
Keywords:  regression  cluster 
Pages: 10 Size: 326 Kb 

tweet!  Fraud Detection - A Primer for SAS® Programmers
Thomas J. Winn 
Keywords:  fraud  abuse  improper acts  internal controls  fraud indicators  patterns  norms 
Pages: 6 Size: 115 Kb 

tweet!  Application of Proc Discrim and Proc Logistic in Credit Risk Modeling
Jin Li 
Keywords:  Discriminant Analysis  Generalized Logit Model  Categorical Data  Credit Risk 
Pages: 9 Size: 142 Kb 

tweet!  What's New in SAS® Enterprise Miner
Wayne Thompson  David Duling 
Keywords:  Enterprise  Miner 
Pages: 10 Size: 687 Kb 

SUGI 30   April 10-13, 2005 - Philadelphia, Pennsylvania

Data Mining and Predictive Modeling

tweet!  Predicting Workers' Compensation Insurance Fraud Using SAS Enterprise Miner 5.1 and SAS Text Miner
Terry Woodfield 
Keywords:  regression  neural networks  recursive partitioning 
Pages: 6 Size: 95 Kb 

tweet!  Automating Predictive Analysis to Predict Medicare Fraud
Christine L. Warner 
Keywords:  regression  predictive analysis  SAS/Stat 
Pages: 9 Size: 153 Kb 

tweet!  Predicting Customer Value
Will Potts 
Keywords:  survival analysis  lifetime value  mean residual life 
Pages: 6 Size: 124 Kb 

tweet!  Combining Decision Trees with Regression in Predictive Modeling with SAS Enterprise Miner
Kattamuri S. Sarma 
Keywords:  Variable selection  Non-linear Relationships  Missing values  Binning  Trees  Regression  Model performance. 
Pages: 10 Size: 498 Kb 

tweet!  Teaching Data Mining in a University Environment
David A. Dickey 
Keywords:  logisitc  log worth 
Pages: 11 Size: 113 Kb 

tweet!  Combining SAS Text Miner with the Association Node in SAS Enterprise Miner to Investigate Inventory Data
Patricia B. Cerrito 
Keywords:  association rules  text mining 
Pages: 10 Size: 364 Kb 

tweet!  The University of Alabama and SAS Data Mining Certificate Partnership
J. Michael Hardin  Michael D. Conerly 
Keywords:  education  teaching  SAS training  Enterprise Miner 
Pages: 4 Size: 110 Kb 

tweet!  A Comparative Estimation of Machine Learning Methods on QSAR Data Sets
Adnan Asar 
Keywords:  pharmaceutical  analytics  SAS 
Pages: 10 Size: 211 Kb 

tweet!  On GSForward - The Experimental Variable Selection Node in SAS Enterprise Miner 5.1
Leonardo Auslender 
Keywords:  Gsforward 
Pages: 6 Size: 138 Kb 

tweet!  Mining Transactional and Time Series Data
Michael Leonard  Brenda Wolfe 
Keywords:  time-stamped data  data-mining 
Pages: 26 Size: 1217 Kb 

tweet!  Message Queue-Based Scoring Interface
David Duling  Robert Chu 
Keywords:  Predictive modeling  scoring  scoring services  data-mining 
Pages: 14 Size: 151 Kb 

tweet!  Structured Neural Network Techniques for Modeling Loyalty and Profitability
Carl Lee  Tim Rey  James W. Mentele  Michael Garver 
Keywords:  Loyalty  Partial Least Square  Predictive Modeling  Profitability  Regression  Structured Equation Model 
Pages: 13 Size: 288 Kb 

tweet!  A Multi-Model Approach to Improve Final Results
Ryszard Szupiluk  Piotr Wojewnik  Tomasz S. Zabkowski 
Keywords:  Data mining  Independent Component Analysis  Principal Component Analysis  Modelling improvement 
Pages: 6 Size: 261 Kb 

Best Contributed Paper
tweet!  A Proportional Hazards Approach to Campaign List Selection
Charles Manahan 
Keywords:  logistic regression  data mining 
Pages: 7 Size: 104 Kb 

SUGI 28   March 30 - April 2, 2003 - Seattle, Washington

Data Mining Techniques

tweet!  Modeling Customer Lifetime Value Using Survival Analysis - An Application in the Telecommunications Industry
Junxiang Lu 
Keywords:  lifetime value (LTV)  survival analysis  customer value  churn 
Pages: 6 Size: 253 Kb 

tweet!  A Simple Bayesian Approach in Mining the Touch Point Data
Aaron Lai 
Keywords:  Data mining  CRM  Bayesian  touch point  marketing 
Pages: 4 Size: 183 Kb 

tweet!  Shopping for Voters: Using Association Rules to Discover Relationships in Election Survey Data
Mary F. MacDougall 
Keywords:  association node  market basket analysis  election study 
Pages: 5 Size: 217 Kb 

tweet!  Monitoring, Analyzing, and Optimizing Waterflood Responses
Leon L. Fedenczuk 
Keywords:  Data Mining  Visualization  Decision Trees 
Pages: 5 Size: 277 Kb 

tweet!  Multistage Cross-Sell Model of Employers in the Financial Industry
Kwan Park  Steve Donohue 
Keywords:  cross-sell  data mining  decision tree  neural network  lift value 
Pages: 5 Size: 221 Kb 

Best Contributed Paper
tweet!  The Use of Geographic Information Systems to Investigate Environmental Pollutants in Relationship to Medical Treatment
Patricia B. Cerrito  Robert Forbes  George R. Barnes 
Keywords:  data mining  GIS  medical 
Pages: 6 Size: 811 Kb 

SUGI 27   April 14-17, 2002 - Orlando, Florida

Data Mining Techniques

Best Contributed Paper
tweet!  Tree-based Models: Identification of Influential Factors under Condition of Instability
Pavel Brusilovskiy  Yillian Yuan 
Keywords:  Data Mining  Macros  Modeling  Statistics 
Pages: 6 Size: 102 Kb 

tweet!  Data Mining in Quality Improvement
Bing Deng 
Pages: 4 Size: 66 Kb 

tweet!  Offer Optimization - Optimizing Cross-sell and Up-sell Opportunities in Banking
Andrew G. Storey  Marc-David Cohen 
Keywords:  Cross-Sell  Optimization  Marketing Campaigns  Banking 
Pages: 7 Size: 260 Kb 

tweet!  To Neural or Not to Neural? - This Is the Question
Leon L. Fedenczuk 
Keywords:  Cross Selling 
Pages: 6 Size: 228 Kb 

tweet!  Predicting Customer Churn in the Telecommunications Industry - An Application of Survival Analysis Modeling Using SAS®
Junxiang Lu 
Keywords:  customer churn  survival analysis  PROC PHREG  telecommunications industry  data mining 
Pages: 6 Size: 181 Kb 

tweet!  Using SAS® Enterprise Miner - for Data Quality Monitoring in the Veterans Health Administration's External Peer Review Program
James H. Forsythe 
Keywords:  Data Mining  healthcare 
Pages: 5 Size: 120 Kb 

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