Keyword

variable precision rough sets

Description: An extension of rough set theory that allows limited classification error when approximating sets, used in data analysis and feature selection.

Primary topic: Rough Sets and Fuzzy Logic (85%)

Related topic: Rough Sets and Fuzzy Logic (85%)

OpenAlex ID: keywords/variable-precision-rough-sets

Variable precision rough set model

1993 · Wojciech Ziarko · Journal of Computer and System Sciences · 2,029

Probabilistic rough set approximations

2007 · Yiyu Yao · International Journal of Approximate Reasoning · 588

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Approaches to knowledge reduction based on variable precision rough set model

2003 · J Mi · Information Sciences · 375

Reducts within the variable precision rough sets model: A further investigation

2001 · Malcolm Beynon · European Journal of Operational Research · 290

Feature subset selection based on fuzzy neighborhood rough sets

2016 · Changzhong Wang, Mingwen Shao, et al. · Knowledge-Based Systems · 267

BP neural network with rough set for short term load forecasting

2007 · Zhi Xiao, Shi-Jie Ye, et al. · Expert Systems with Applications · 260

Variable precision rough set theory and data discretisation: an application to corporate failure prediction

2001 · Malcolm J. Beynon, Michael J. Peel · Omega · 259

The Model of Fuzzy Variable Precision Rough Sets

2009 · Suyun Zhao, E. Tsang, et al. · IEEE Transactions on Fuzzy Systems · 231

Covering based multigranulation (I,T) -fuzzy rough set models and applications in multi-attribute group decision-making

2018 · Jianming Zhan, Bingzhen Sun, et al. · Information Sciences · 204

Variable-precision dominance-based rough set approach and attribute reduction

2009 · Masahiro Inuiguchi, Yukihiro Yoshioka, et al. · International Journal of Approximate Reasoning · 192

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Three-way group decision making based on multigranulation fuzzy decision-theoretic rough set over two universes

2016 · Bingzhen Sun, Weimin Ma, et al. · International Journal of Approximate Reasoning · 165

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Monotonic Variable Consistency Rough Set Approaches

2009 · Jerzy Błaszczyński, Salvatore Greco, et al. · International Journal of Approximate Reasoning · 162

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ROSE - Software Implementation of the Rough Set Theory

1998 · Bartłomiej Predki, Roman Słowiński, et al. · Lecture notes in computer science · 162

An extended Chi2 algorithm for discretization of real value attributes

2005 · Chao-Ton Su, Jyh-Hwa Hsu · IEEE Transactions on Knowledge and Data Engineering · 155

A Rough-Set-Based Incremental Approach for Updating Approximations under Dynamic Maintenance Environments

2011 · Hongmei Chen, Tianrui Li, et al. · IEEE Transactions on Knowledge and Data Engineering · 154

Rough set analysis of a general type of fuzzy data using transitive aggregations of fuzzy similarity relations

2003 · J.M. Fernández Salido, S. Murakami · Fuzzy Sets and Systems · 152

Variable Precision Rough Sets with Asymmetric Bounds

1994 · Jack David Katzberg, Wojciech Ziarko · Workshops in computing · 129

Parameterized rough set model using rough membership and Bayesian confirmation measures

2007 · Salvatore Greco, Benedetto Matarazzo, et al. · International Journal of Approximate Reasoning · 128

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Local multigranulation decision-theoretic rough sets

2016 · Yuhua Qian, Xinyan Liang, et al. · International Journal of Approximate Reasoning · 127

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Vaguely Quantified Rough Sets

2007 · Chris Cornelis, Martine De Cock, et al. · Lecture notes in computer science · 125

Rough Sets and Bayes Factor

2005 · Dominik Ślęzak · Lecture notes in computer science · 119

Two types of coverings based multigranulation rough fuzzy sets and applications to decision making

2018 · Jianming Zhan, Weihua Xu · Artificial Intelligence Review · 113

Decision-theoretic rough fuzzy set model and application

2014 · Bingzhen Sun, Weimin Ma, et al. · Information Sciences · 110

Variable precision rough set for group decision-making: An application

2007 · Gang Xie, Jinlong Zhang, et al. · International Journal of Approximate Reasoning · 110

Multi-label classification by exploiting label correlations

2013 · Ying Yu, Witold Pedrycz, et al. · Expert Systems with Applications · 106

Works count: 1,007

Citation count: 13,310