Rough set theory is useful mathematical tool developed to deal with vagueness and uncertainty. As an important concept of rough set theory, an attribute reduct is a subset of attributes that are jointly sufficient and individually necessary for preserving a particular property of the given information table. Rough set theory is also the most popular for generating decision rules from decision table. In this paper, we propose an algorithm finding object reduct of consistent decsion table. On the other hand, we also show an algorithm to find some attribute reducts and the correctness of our algorithms is proof-theoretically. These our algorithms have polynomial time complexity. Our finding object reduct helps other algorithms of finding attri...
The theory of rough set, proposed by Pawlak, provides a formal tool for knowledge discovery from imp...
Rough set theory provides a methodology for data analysis based on the approximation of concepts in ...
Rough Set Data Analysis (RSDA) is a non-invasive data analysis approach that solely relies on the da...
Finding reductions from decision tables is one of the main objectives in information processing. Man...
Over recent years, the research of attribute reduction for general decision systems and, in particul...
In rough set theory, the reduct is defined as a minimal set of attributes that partitions the tuple ...
In real world everything is an object which represents particular classes. Every object can be fully...
In recent years, rough set approach computing issues concerning reducts of decision tables have attr...
Attribute reduction is a popular topic in rough set theory; however, object reduction is not conside...
This work deals with finding minimal reducts of decision table based on the rough sets theory. Its g...
Tolerance rough set model is an effective tool for attribute reduction in incomplete decision tables...
In real world everything is an object which represents particular classes. Every object can be fully...
Abstract:- Rough sets theory is an effective mathematical tool dealing with vagueness and uncertaint...
AbstractSearching for reducts is a basic problem for many rough set methods like rule induction, cla...
Abstract Attribute reduction and reducts are important notions in rough set theory that can preserve...
The theory of rough set, proposed by Pawlak, provides a formal tool for knowledge discovery from imp...
Rough set theory provides a methodology for data analysis based on the approximation of concepts in ...
Rough Set Data Analysis (RSDA) is a non-invasive data analysis approach that solely relies on the da...
Finding reductions from decision tables is one of the main objectives in information processing. Man...
Over recent years, the research of attribute reduction for general decision systems and, in particul...
In rough set theory, the reduct is defined as a minimal set of attributes that partitions the tuple ...
In real world everything is an object which represents particular classes. Every object can be fully...
In recent years, rough set approach computing issues concerning reducts of decision tables have attr...
Attribute reduction is a popular topic in rough set theory; however, object reduction is not conside...
This work deals with finding minimal reducts of decision table based on the rough sets theory. Its g...
Tolerance rough set model is an effective tool for attribute reduction in incomplete decision tables...
In real world everything is an object which represents particular classes. Every object can be fully...
Abstract:- Rough sets theory is an effective mathematical tool dealing with vagueness and uncertaint...
AbstractSearching for reducts is a basic problem for many rough set methods like rule induction, cla...
Abstract Attribute reduction and reducts are important notions in rough set theory that can preserve...
The theory of rough set, proposed by Pawlak, provides a formal tool for knowledge discovery from imp...
Rough set theory provides a methodology for data analysis based on the approximation of concepts in ...
Rough Set Data Analysis (RSDA) is a non-invasive data analysis approach that solely relies on the da...