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» A Generic and Extendible Multi-Agent Data Mining Framework
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CBMS
2006
IEEE
13 years 9 months ago
A Generic Framework: From Clinical Notes to Electronic Medical Records
Electronic Medical Records are important to manage health data and save lives to improve the quality of service in hospitals. Clinical medical records contain a wealth of informat...
Hyoil Han, Yoori Choi, Yoo Myung Choi, Xiaohua Zho...
FLAIRS
2010
13 years 7 months ago
Mining Actionable Patterns
We propose a generic framework that uses utility in decision making to drive the data mining process. We use concepts from meta-learning and build on earlier work by Elovici and B...
Prabakararaj Swapna Raj, Ravindran Balaraman
ANOR
2010
135views more  ANOR 2010»
13 years 5 months ago
A framework of irregularity enlightenment for data pre-processing in data mining
Abstract Irregularities are widespread in large databases and often lead to erroneous conclusions with respect to data mining and statistical analysis. For example, considerable bi...
Siu-Tong Au, Rong Duan, Siamak G. Hesar, Wei Jiang
KDD
2003
ACM
214views Data Mining» more  KDD 2003»
14 years 5 months ago
Adaptive duplicate detection using learnable string similarity measures
The problem of identifying approximately duplicate records in databases is an essential step for data cleaning and data integration processes. Most existing approaches have relied...
Mikhail Bilenko, Raymond J. Mooney
EUROPAR
2011
Springer
12 years 4 months ago
A Generic Parallel Collection Framework
Most applications manipulate structured data. Modern languages and platforms provide collection frameworks with basic data structures like lists, hashtables and trees. These data ...
Aleksandar Prokopec, Phil Bagwell, Tiark Rompf, Ma...