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, 2022 This paper proposes conformal decision rules. They are defined as decision rules with their own conformal predictors. Given a test instance, conformal decision rules provide a point prediction, an explanation, a p-value for that prediction plus a prediction set.
Husam Abdelqader +3 more
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Communications of the ACM, 1976 Decision tables can be used as an effective tool during an interview to record the logic of processes to be automated. The result of such an interview is not a structure of complete decision tables but rather sets of decision rules. The purpose of this paper is to provide a procedure for synthesizing the decision rules and thus provide an aid in ...
Cheng-Wen Cheng, Jonas Rabin
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Erkenntnis, 2003 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Peterson, MB Martin +2 more
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Association rules and decision rules
Statistical Analysis and Data Mining: The ASA Data Science Journal, 2023AbstractDetermining association rules of significant interest is an essential task within data mining and statistical analysis. In this paper, we first precisely define the notion of association rule. For this, we introduce a general model, which includes the usual transaction model, and which allows many operations on the association rules.
Abdelkader Mokkadem +2 more
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Decision rules and decision markets
International Joint Conference on Autonomous Agents and Multiagent Systems, 2010We 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 by following each action from a self-interested (but decision-agnostic) expert. We prove results about the relation between the principal's decision rule and the scoring rules
Abraham Othman, Tuomas Sandholm
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2006
In this chapter we present the methodology of Multiple-Criteria Decision Aiding (MCDA) based on preference modelling in terms of “if…, then …” decision rules. The basic assumption of the decision rule approach is that the decision maker (DM) accepts to give preference information in terms of examples of decisions and looks for simple rules justifying ...
GRECO, Salvatore +2 more
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In this chapter we present the methodology of Multiple-Criteria Decision Aiding (MCDA) based on preference modelling in terms of “if…, then …” decision rules. The basic assumption of the decision rule approach is that the decision maker (DM) accepts to give preference information in terms of examples of decisions and looks for simple rules justifying ...
GRECO, Salvatore +2 more
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Decision Rules in Multivalued Decision Systems
2004The paper includes some notions from the area of decision systems analysis defined for systems with multifunctions as attributes. Apart from retuned notions of indiscernibiliy relation, reduct or decision rule which are natural generalization of respective classical notions there is described an algorithm of minimal decision rules generation in ...
Wojciech Rzasa +2 more
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Combining decision rules in a decision table
Communications of the ACM, 1975The techniques for minimizing logic circuits are applied to the simplification of decision tables by the combining of decision rules. This method is logically equivalent to the Quine-McCluskey method for finding prime implicants. If some of the decision rules implied in the ELSE Rule occur with low frequency, then ...
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Decision Rules with Bounded Memory
Journal of Economic Theory, 2000zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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