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» Prior Knowledge in Economic Applications of Data Mining
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KDD
2000
ACM
82views Data Mining» more  KDD 2000»
15 years 3 months ago
Exploration mining in diabetic patients databases: findings and conclusions
Real-life data mining applications are interesting because they often present a different set of problems for data miners. One such real-life application that we have done is on t...
Wynne Hsu, Mong-Li Lee, Bing Liu, Tok Wang Ling
WWW
2008
ACM
16 years 13 days ago
Efficient mining of frequent sequence generators
Sequential pattern mining has raised great interest in data mining research field in recent years. However, to our best knowledge, no existing work studies the problem of frequent...
Chuancong Gao, Jianyong Wang, Yukai He, Lizhu Zhou
KDD
2009
ACM
347views Data Mining» more  KDD 2009»
15 years 6 months ago
FpViz: a visualizer for frequent pattern mining
Over the past 15 years, numerous algorithms have been proposed for frequent pattern mining as it plays an essential role in many knowledge discovery and data mining (KDD) tasks. M...
Carson Kai-Sang Leung, Christopher L. Carmichael
ICML
2006
IEEE
16 years 17 days ago
Simpler knowledge-based support vector machines
If appropriately used, prior knowledge can significantly improve the predictive accuracy of learning algorithms or reduce the amount of training data needed. In this paper we intr...
Quoc V. Le, Alex J. Smola, Thomas Gärtner
HICSS
2002
IEEE
90views Biometrics» more  HICSS 2002»
15 years 4 months ago
Knowledge-Based IS Implementation Support: An Application to the IS Change Agent Role Problem
The threat of abandoned or extensively overhauled IS is a major concern for both MIS specialists and businesses. This concern may stem from the mismatch between MIS specialist cha...
Meral Binbasioglu, Elaine Winston