• LERS

  • Referenced in 119 articles [sw08637]
  • learning from examples based on rough sets. The paper presents the system LERS for rule ... data due to its usage of rough set theory principle. Rough set theory is especially...
  • 4eMka2

  • Referenced in 52 articles [sw16168]
  • criteria decision support, combining advantages of rough sets and dominance relation. The purpose of this ... other connected with analysis of vast data sets. The main difference between this system ... that it bases on rough set theory combined with dominance relation, which is quite ... possible due to use of rough set with dominance relation. The role of the user...
  • SIMPLIcity

  • Referenced in 85 articles [sw14893]
  • image is represented by a set of regions, roughly corresponding to objects, which are characterized...
  • ROSETTA

  • Referenced in 22 articles [sw10969]
  • knowledge discovery toolkit based on rough set -- the ROSETTA system. The KDD process using rough ... sets has been presented and analyzed. Following the requirement specifications of a sophisticated user-environment ... tasks within the realm of rough sets. It consists of a general C++ class library ... mining experiments within the framework of rough set theory.par In a few aspects, the work...
  • RSES

  • Referenced in 21 articles [sw22252]
  • User’s Guide. RSES 2.2 - Rough Set Exploration System 2.2 is a software tool that ... methods, in particular those based on Rough Set Theory...
  • RSBR_

  • Referenced in 18 articles [sw02934]
  • paper describes an application of two rough sets based systems, namely Generalized Distribution Table ... Rough Set (GDT-RS) and Rough Sets with Boolean Reasoning (RSBR) respectively, for mining...
  • RRIA

  • Referenced in 16 articles [sw02558]
  • RRIA: A rough set and rule tree based incremental knowledge acquisition algorithm. As a special ... this paper, we develop a rough set and rule tree based incremental knowledge acquisition algorithm ... learn more quickly than classical rough set based knowledge acquisition algorithms, and the performance ... even better than classical rough set based knowledge acquisition algorithms. Besides, the simulation results also...
  • Fuzzydl

  • Referenced in 27 articles [sw11709]
  • Reasoner supporting Fuzzy Logic and fuzzy Rough Set reasoning. The fuzzyDL system includes a reasoner...
  • gss

  • Referenced in 255 articles [sw06099]
  • univariate smoothing, ones practical in multivariate settings number far less. Smoothing spline ANOVA models ... versatile family of smoothing methods derived through roughness penalties that are suitable for both univariate...
  • Rseslib

  • Referenced in 13 articles [sw30225]
  • Rseslib 3: Library of Rough Set and Machine Learning Methods with Extensible Architecture. The paper ... Rseslib library - a collection of rough set and machine learning algorithms and data structures ... rules and for other concepts of rough set theory and other data mining methods...
  • ROSE

  • Referenced in 8 articles [sw14795]
  • ROSE - Software Implementation of the Rough Set Theory. This paper briefly describes ROSE software package ... analysis and knowledge discovery based on rough set theory in 32-bit operating systems ... computers. It implements classical rough set theory as well as its extension based on variable...
  • DEMORS

  • Referenced in 8 articles [sw02773]
  • optimization algorithm using differential evolution and rough set theory for constrained problems ... method based on the use of rough set theory is a viable alternative to obtain ... front. Then, in the second stage, rough set theory is used to improve the spread...
  • FSMRDE

  • Referenced in 7 articles [sw22250]
  • decision entropy-based feature selection approach. Rough set theory has been proven ... selection algorithms have been proposed in rough sets. However, these algorithms still suffer from high ... feature selection algorithm (called FSMRDE) in rough sets. To measure the significance of features ... Shannon’s information entropy in rough sets. Moreover, to test the effectiveness of FSMRDE...
  • RSDS

  • Referenced in 7 articles [sw30210]
  • rough set database system. This paper gives an overview of the current version ... Rough Sets Database System” (in short the RSDS system). The current version of the RSDS ... facilitate the creation of the rough sets bibliography for various types of publications as well ... database is the most comprehensive online rough sets bibliography currently available at the Internet address...
  • JAMM

  • Referenced in 8 articles [sw16194]
  • within JAMM is called Dominance-based Rough Set Approach (DRSA) to multicriteria classification problems, which ... assignment of objects (actions) evaluated by a set of criteria to some pre-defined ... decision classes DRSA extends the Classical Rough Set Approach (CRSA) proposed by Pawlak...
  • RFCM

  • Referenced in 6 articles [sw02668]
  • hybrid clustering algorithm using rough and fuzzy sets. A hybrid unsupervised learning algorithm, termed ... judicious integration of the principles of rough sets and fuzzy sets. While the concept ... lower and upper approximations of rough sets deals with uncertainty, vagueness, and incompleteness in class ... quantitative indices are introduced based on rough sets for evaluating the performance of the proposed...
  • RSPOP

  • Referenced in 6 articles [sw02562]
  • RSPOP: set-based pseudo outer-product fuzzy rule identification algorithm. System modeling with neuro-fuzzy ... modeling. This article proposes a novel rough set-based pseudo outer-product (RSPOP) algorithm that ... sound concept of knowledge reduction from rough set theory with the POP algorithm. The proposed ... architecture. Results showed that the proposed rough set-based pseudo outer-product algorithm reduces computational...
  • MyRS

  • Referenced in 4 articles [sw00609]
  • MyRS is a rough sets system independent of the operating system. MyRS realizes several classical ... algorithms in rough sets and constructs several new methods. Firstly the basic concepts for rough...
  • RoughSets

  • Referenced in 3 articles [sw31808]
  • package RoughSets: Data Analysis Using Rough Set and Fuzzy Rough Set Theories. Implementations of algorithms ... data analysis based on the rough set theory (RST) and the fuzzy rough set theory...
  • ROSECON

  • Referenced in 6 articles [sw30209]
  • algorithms have originated from the rough set theory introduced by Z. Pawlak...