Improved Cardiac Care via Automated Mining
of Medical Patient Records
R. Bharat Rao
Siemens Medical
[2005 1st Place Prize Winner]
Closing the Gap: Automated Screening of
Tax Returns to Identify Egregious Tax Shelters
Dave DeBarr
and Zach Eyler-Walker
Mitre Corporation
[2005 2nd Place Prize Winner]
Revenue Recovery with Insolvency
Prevention on a Brazilian Telecom Operator
Carlos Andre
R. Pinheiro, Alexandre G. Evsukoff, Nelson F. F. Ebecken
Brasil Telecom and COPPE/UFRJ
The Mining of SAS Technical Support Data
Annette
Sanders and Craig DeVault
SAS Corporation
Data-driven Modeling of Acute Toxicity of
Pesticide Residues
Frank Lemke,
Emilio Benfenati, Johann-Adolf Mueller
KnowledgeMiner Inc . / Istituto di Ricerche Farmacologiche
External Search Term Marketing Program: A
Return on Investment Approach
Pramod Singh,
Laksminarayan Choudur and Alan Benson
Hewlett-Packard Company
Optimal Allocation of Online
Advertisements using Decision Trees and Non-Linear Programming
David
Montgomery
Poindexter Systems
Autonomous Profit Maximization in Online
Search Advertising
Brendan
Kitts, Benjamin J. Perry, Benjamin LeBlanc, Parameshvyas Laxminarayan
iProspect
/ Isobar Communications Corporation
Price Optimization in Grocery Stores with
Cannibalistic Product Interactions
Brendan Kitts
and Kevin Hetherington
iProspect
/ Mitre Corporation
Market Basket Recommendations for the HP
SMB Store
Pramod Singh,
Charles Thomas and Ariel Sepulveda
Hewlett-Packard Company
Publishing Operational Models of Data
Mining Case Studies
Timm Euler
University of Dortmund
Championing LTV at LTC
Ed Freeman
and Gabor Melli
Washington Mutual / PredictionWorks Inc.
Survival Analysis Models to Estimate
Customer Lifetime Value
Paolo
Giudici, Silvia Figini, Claudia Galliano and Daniela Polla
University of Pavia / Sky Italy
Neural Network to identify and prevent bad
debt in Telephone Companies
Carlos André
R. Pinheiro, Alexandre G. Evsukoff, Nelson F. F. Ebecken
Brasil Telecom /
Coppe / UFRJ
Data Mining-Based Segmentation for Targeting:
A Telecommunications Example
Kasindra
Maharaj and Robert Ceurvorst
Synovate Inc.
Data Quality Models for High Volume Transaction Streams
Joseph Bugajski,
Chris Curry, Robert Grossman, David Locke, Steve Vejcik
Open Data Group and Visa International
[2007 1st Place Prize Winner]
Analytics-driven solutions for customer
targeting and sales force allocation
R. Lawrence, C. Perlich, S. Rosset, I.
Khabibrakhmanov, S. Mahatma, S. Weiss
IBM T.J.Watson Research Center
[2007 2nd Pace Prize Winner]
How Investigative Data Mining Can Help
Intelligence Agencies in Understanding and Splitting Terrorist Networks
Nasrullah
Memon, David L. Hicks, Abdul Qadeer Khan Rajput, Henrik Legind Larsen
Aalborg Universitet Esbjerg and Mehran
University of Engineering & Technology
Smartmatch
Brendan Kitts
and Gang Wu
Microsoft Corporation
Finding Duplicates in the 2010 Census
Edward
"Ned" Porter and Michael Ikeda
US Census Bureau
Any-time clustering of high frequency news
streams
Fabian Moerchen, Klaus Brinker, Claus Neubauer
Siemens Corporate Research
Data mining for quality improvement
Françoise
Fogelman Soulié and Doug Bryan
Kxen
A Process to Define Sequential Treatment
Episodes for Patient Care
Patricia B.
Cerrito
University of Louisville
Weight Watchers: Four Years of Successful
Data Mining
Tom Osborn
University of Technology Sydney / Thought
Experiments
Extreme Data Mining: Optimized Search
Portfolio Management
Kenneth L. Reed
Xtreme Data Mining LLC
Mining Source Code Elements for
Comprehending Object-Oriented Systems and Evaluating Their Maintainability
Yiannis
Kanellopoulos, Thimios Dimopulos, Christo Tjortjis, Christo Makris
University of Manchester, Deutsche Telekom Labs, University
of Patras
Blocking Objectionable Web Content by
Leveraging Multiple Information Sources
Nitin
Agarwal, Huan Liu, Jianping Zhang
Arizona State University and America Online Inc
Service Quality Improvement through
Business Process Management based on Data Mining
Sung Ho Ha
and Sang Chan Park
Kyungpook National University and Korea Advanced Institute of
Science and Technology
Text Mining for Product Attribute
Extraction
Rayid Ghani,
Katharina Probst, Yan Liu, Marko Krema and Andrew Fano
Accenture Technology Labs and Carnegie Mellon University
Mining Medical Images
Glenn
Fung, Balaji Krhnapuram, Jinbo Bi, Murat Dundar, Vikas Raykar, Romer Rosales,
Sriram Krishnan, R. Bharat Rao
Siemens
[2009 1st Place Prize Winner]
Data Mining Based Tax Audit Selection: A Case Study
from Minnesota Department of Revenue
Kuo-Wei
Hsu, Nishith Pathak, Jaideep Srivastava, Greg Tschida and Eric Bjorklund
U. of Minnesota and Minnesota Department of Revenue
[2009 2nd Place Prize Winner]
Online Experimentation at Microsoft
Ron
Kohavi, Thomas Crook and Roger Longbotham
Microsoft
[2009 3rd Place Prize Winner]
Data mining for intelligence led policing
R. van
der Veer, H. T. Roos, A. van der Zanden
Sentient and Amsterdam Police Force
[2009 3rd Place Prize Winner]
A Practical Approach to Combine Data Mining and
Prognostics for Improved Predictive Maintenance
Abdellatif
Bey-Temsamani, Marc Engels, Andy Motten, Steve Vandenplas, Agusmian P.
Ompusunggu
Flanders Mechatronics Technology Centre
Identification of Independent Individualistic
Predictors of Mail Order Pharmacy Prescription Utilization of Healthcare Claims
Aishwarya
Meenakshi Sundar and Jaideep Srivastava
U. of Minnesota
Data Mining Approach to Credit Risk Evaluation of
Online Personal Loan Applicants
Pavel
Brusilovsky
Business Intelligence Solutions
Migration of Data Mining Pre-processing into the DBMS
Carlos
Ordonez, Javier Garcıa-Garcıa and Michael J. Rote
U. of Houston, UNAM and Teradata
Estimating Potential Customer Value using a
classification technique to determine customer value
Thiery
Vallaud and Daniel Larose
SOCIO Logiciels
Clickfraud Bot Detection: High Stakes Adversarial
Signal Detection
Brendan
Kitts, Albert Roux, Jing Ying Zhang, Raj Mahato, Ron Mills, Wesley Brandi,
Kamran Kanany, Matthew Rice, Gang Wu
Microsoft
Correlation Explorations in a Classification Model
Vincent
Lemaire, Carine Hue and Olivier Bernier
Orange Labs and GFI Informatique