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» Multiple regression with fuzzy data
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FUZZIEEE
2007
IEEE
14 years 5 months ago
FrIDA - A Free Intelligent Data Analysis Toolbox
—This paper describes a Java-based graphical user interface to a large number of data analysis programs the first author has written in C over the years. In addition, this toolb...
Christian Borgelt, Gil Gonzáles-Rodrí...
ASC
2011
13 years 6 months ago
A rough set approach to multiple dataset analysis
In the area of data mining, the discovery of valuable changes and connections (e.g., causality) from multiple data sets has been recognized as an important issue. This issue essen...
Ken Kaneiwa
ICDM
2009
IEEE
124views Data Mining» more  ICDM 2009»
14 years 5 months ago
Rule Ensembles for Multi-target Regression
—Methods for learning decision rules are being successfully applied to many problem domains, especially where understanding and interpretation of the learned model is necessary. ...
Timo Aho, Bernard Zenko, Saso Dzeroski
CGF
2010
161views more  CGF 2010»
13 years 11 months ago
HyperMoVal: Interactive Visual Validation of Regression Models for Real-Time Simulation
During the development of car engines, regression models that are based on machine learning techniques are increasingly important for tasks which require a prediction of results i...
Harald Piringer, Wolfgang Berger, J. Krasser
KDD
2003
ACM
205views Data Mining» more  KDD 2003»
14 years 11 months ago
The data mining approach to automated software testing
In today's industry, the design of software tests is mostly based on the testers' expertise, while test automation tools are limited to execution of pre-planned tests on...
Mark Last, Menahem Friedman, Abraham Kandel