DMCS Accepted Papers 2005-2007

 

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

 

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]

   

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

 

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

  

Improved Cardiac Care via Automated Mining of Medical Patient Records

R. Bharat Rao

Siemens Medical 

[2005 1st Place Prize Winner]

 

The Mining of SAS Technical Support Data

Annette Sanders and Craig DeVault

SAS Corporation

 

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]

 

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. 

 


 

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