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AUSAI
2005
Springer
14 years 2 months ago
K-Optimal Pattern Discovery: An Efficient and Effective Approach to Exploratory Data Mining
Most data-mining techniques seek a single model that optimizes an objective function with respect to the data. In many real-world applications several models will equally optimize...
Geoffrey I. Webb
HICSS
2003
IEEE
116views Biometrics» more  HICSS 2003»
14 years 1 months ago
Identifying a Company's Non-Customer Online Communities: a Proto-typology
This paper describes an exploratory, qualitative study of a process for extracting, identifying and exploiting an enterprise's implicit (less visible) web communities using l...
Edna O. F. Reid
ICTAI
2007
IEEE
14 years 2 months ago
Exploratory Quantitative Contrast Set Mining: A Discretization Approach
Contrast sets have been shown to be a useful tool for describing differences between groups. A contrast set is a set of association rules for which the antecedents describe distin...
Mondelle Simeon, Robert J. Hilderman
AIME
2007
Springer
14 years 17 days ago
Using Temporal Context-Specific Independence Information in the Exploratory Analysis of Disease Processes
Abstract. Disease processes in patients are temporal in nature and involve uncertainty. It is necessary to gain insight into these processes when aiming at improving the diagnosis,...
Stefan Visscher, Peter J. F. Lucas, Ildikó ...
ISESE
2005
IEEE
14 years 2 months ago
Managing software change tasks: an exploratory study
Programmers often have to perform change tasks that involve unfamiliar portions of a software system’s code base. To help inform the design of software development tools intende...
Jonathan Sillito, Kris De Volder, Brian Fisher, Ga...