SIGKDD Best Application Paper Awards
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The award recognizes papers presented at the annual SIGKDD conference that highlight challenges, lessons, concerns, and research issues arising out of deploying applications of KDD technology.
| 2007 |
Sitaram Asur, Srinivasan Parthasarathy, Duygu Ucar. An Event-based Framework for Characterizing the Evolutionary Behavior of Interaction Graphs >>
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| 2005 |
G. Niklas Norén, Roland Orre, and Andrew Bate. A Hit-Miss Model for Duplicate Detection in the WHO Drug Safety Database >>
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| 2004 |
Jeremy Z. Kolter, and Marcus A. Maloof. Learning to Detect Malicious Executables in the Wild >>
Runner-up:
Daxin Jiang, Jian Pei, Murali Ramanathan, Chun Tang, and Aidong Zhang. Mining Coherent Gene Clusters from Three-Dimensional Microarray Data >>
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2003
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David M. Fram, June S. Almenoff, and William DuMouchel.
Empirical Bayesian Data Mining for Discovering Patterns in Post-Marketing Drug Safety >>
Runner-up:
Gregory Piatetsky-Shapiro, Tom Khabaza, and Sridhar Ramaswamy.
Capturing Best Practice for Microarray Gene Expression >>
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2002
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Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik, and Yizhak Idan.
Customer Lifetime Value Modeling and Its Use for Customer Retention Planning >>
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2001
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William DuMouchel, and Daryl Pregibon.
Empirical Bayes Screening for Multi-Item Associations in Massive Datasets >>
Runner-up:
Stefan Kramer, Luc De Raedt, and Christoph Helma.
Molecular Feature Mining in HIV Data >>
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2000
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Tony Fountain, Thomas Dietterich, and Bill Sudyka.
Mining IC Test Data to Optimize VLSI Testing >>
Runner-up:
Ted Senator.
Ongoing Management and Application of Discovered Knowledge in a Large Regulatory Organization: A Case Study of the Use and Impact of NASD Regulation's Advanced Detection System (ADS) >>
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1999
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Wenke Lee, Sal Stolfo, and Kui Mok.
Mining in a Data-flow Environment: Experience in Network Intrusion Detection >>
Runner-ups:
Tom Brijs, Gilbert Swinnen, Koen Vanhoof, and Geert Wets.
Using Association Rules for Product Assortment Decisions: A Case Study >>
Seth Rogers, Pat Langley, and Christopher Wilson.
Mining GPS Data to Augment Road Models >>
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1998
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Luc Dehaspe, Hannu Toivonen, and Ross D. King.
Finding frequent substructures in chemical compounds >>
Runner-up:
Wenke Lee, Salvatore Stolfo, and Kui Mok.
Mining audit data to build intrusion detection models >>
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1997
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Padhraic Smyth, Michael Ghil, Kayo Ide, Joe Roden, and Andrew Fraser.
Detecting Atmospheric Regimes using Cross-Validated Clustering >>
Runner-up:
Sal Stolfo , A. Prodromidis, and P. Chan.
JAM: Java Agents for Meta-Learning over Distributed Databases >>
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