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ISCI
2011
8 years 11 months ago
Sequential covering rule induction algorithm for variable consistency rough set approaches
We present a general rule induction algorithm based on sequential covering, suitable for variable consistency rough set approaches. This algorithm, called VC-DomLEM, can be used f...
Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag
CORR
2011
Springer
155views Education» more  CORR 2011»
8 years 11 months ago
Subexponential convergence for information aggregation on regular trees
— We consider the decentralized binary hypothesis testing problem on trees of bounded degree and increasing depth. For a regular tree of depth t and branching factor k ≥ 2, we ...
Yashodhan Kanoria, Andrea Montanari
JUCS
2010
123views more  JUCS 2010»
9 years 2 months ago
Decision Making with Uncertainty Information Based on Lattice-Valued Fuzzy Concept Lattice
: For the processing of decision making with uncertainty information, this paper establishes a decision model based on lattice-valued logic and researches the algorithm for extract...
Li Yang, Yang Xu
ISCI
2006
77views more  ISCI 2006»
9 years 3 months ago
A general class of simple majority decision rules based on linguistic opinions
In this paper we have introduced a class of decision rules related to simple majority, by considering individual intensities of preference. These intensities will be shown by mean...
José Luis García-Lapresta
ATAL
2010
Springer
9 years 5 months ago
Decision rules and decision markets
We explore settings where a principal must make a decision about which action to take to achieve a desired outcome. The principal elicits the probability of achieving the outcome ...
Abraham Othman, Tuomas Sandholm
IJCAI
2003
9 years 5 months ago
Great Expectations. Part II: Generalized Expected Utility as a Universal Decision Rule
Many different rules for decision making have been introduced in the literature. We show that a notion of generalized expected utility proposed in [Chu and Halpern 2003] is a uni...
Francis C. Chu, Joseph Y. Halpern
MIE
2008
95views Healthcare» more  MIE 2008»
9 years 5 months ago
Diagnostic Games: from Adequate Formalization of Clinical Experience to Structure Discovery
A method of obtaining well-founded and reproducible results in clinical decision making is presented. It is based on "diagnostic games", a procedure of elicitation and fo...
Michael A. Shifrin, Eva I. Kasparova
RSCTC
2000
Springer
146views Fuzzy Logic» more  RSCTC 2000»
9 years 7 months ago
An Algorithm for Induction of Decision Rules Consistent with the Dominance Principle
Induction of decision rules within the dominance-based rough set approach to the multiple-criteria sorting decision problem is discussed in this paper. We introduce an algorithm ca...
Salvatore Greco, Benedetto Matarazzo, Roman Slowin...
KDD
1994
ACM
97views Data Mining» more  KDD 1994»
9 years 8 months ago
From Facts to Rules to Decisions: An Overview of the FRD-1 System
Oneof the central goals of knowledgediscovery in databases is to produceknowledgeuseful for decision making. However,the form in which knowledgecan be easily discovered is often d...
Ibrahim F. Imam, Ryszard S. Michalski
PKDD
1999
Springer
103views Data Mining» more  PKDD 1999»
9 years 8 months ago
An Evolutionary Algorithm Using Multivariate Discretization for Decision Rule Induction
Abstract. We describe EDRL-MD, an evolutionary algorithm-based system, for learning decision rules from databases. The main novelty of our approach lies in dealing with continuous ...
Wojciech Kwedlo, Marek Kretowski
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