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IJCAI
1993
13 years 10 months ago
Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning
Since most real-world applications of classification learning involve continuous-valued attributes, properly addressing the discretization process is an important problem. This pa...
Usama M. Fayyad, Keki B. Irani
RSFDGRC
1999
Springer
117views Data Mining» more  RSFDGRC 1999»
14 years 1 months ago
A Generalized Decision Logic in Interval-Set-Valued Information Tables
Abstract. A generalized decision logic in interval-set-valued information tables is introduced, which is an extension of decision logic studied by Pawlak. Each object in an interva...
Y. Y. Yao, Qing Liu
IJUFKS
2006
64views more  IJUFKS 2006»
13 years 9 months ago
Cautious Analysis of Project Risks by Interval-Valued Initial Data
One of the most common performance measures in selection and management of projects is the Net Present Value (NPV). In the paper, we study a case when initial data about the NPV p...
Lev V. Utkin
EOR
2006
66views more  EOR 2006»
13 years 9 months ago
Using intervals for global sensitivity and worst-case analyses in multiattribute value trees
Sensitivity analyses have long been used to assess the impacts of uncertainties on outcomes of decision models. Several approaches have been suggested, but it has been problematic...
Jyri Mustajoki, Raimo P. Hämäläinen...
JUCS
2007
99views more  JUCS 2007»
13 years 8 months ago
Consensus Determining with Dependencies of Attributes with Interval Values
: In this paper the author considers some problems related to attribute dependencies in consensus determining. These problems concern the dependencies of attributes representing th...
Michal Zgrzywa