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Probabilistic Rough Sets

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/3-540-45554-x_20openalex-snapshot

Variable Consistency Model of Dominance-Based Rough Sets Approach

inferredcites →https://doi.org/10.1007/3-540-48912-6_64openalex-snapshot

An Analysis of Quantitative Measures Associated with Rules

inferredcites →https://doi.org/10.1007/978-3-540-25929-9_11openalex-snapshot

A Note on Ziarko’s Variable Precision Rough Set Model and Nonmonotonic Reasoning

inferredcites →https://doi.org/10.1007/978-3-540-25929-9_48openalex-snapshot

Remarks on Approximation Quality in Variable Precision Fuzzy Rough Sets Model

inferredcites →https://doi.org/10.1007/978-3-540-25929-9_49openalex-snapshot

The Elucidation of an Iterative Procedure to ß-Reduct Selection in the Variable Precision Rough Sets Model

inferredcites →https://doi.org/10.1007/978-94-015-7975-9openalex-snapshot

Intelligent Decision Support

inferredcites →https://doi.org/10.1007/978-94-015-7975-9_1openalex-snapshot

LERS-A System for Learning from Examples Based on Rough Sets

inferredcites →https://doi.org/10.1007/978-94-015-7975-9_21openalex-snapshot

The Discernibility Matrices and Functions in Information Systems

inferredcites →https://doi.org/10.1016/0020-7373(92)90069-wopenalex-snapshot

A decision theoretic framework for approximating concepts

inferredcites →https://doi.org/10.1016/0022-0000(93)90048-2openalex-snapshot

Variable precision rough set model

inferredcites →https://doi.org/10.1016/0165-0114(87)90135-7openalex-snapshot

Comparison of the probabilistic approximate classification and the fuzzy set model

inferredcites →https://doi.org/10.1016/j.ijar.2004.11.004openalex-snapshot

The investigation of the Bayesian rough set model

inferredcites →https://doi.org/10.1111/1468-0394.00253openalex-snapshot

Probabilistic approaches to rough sets

inferredcites →https://doi.org/10.1111/j.1467-8640.1996.tb00260.xopenalex-snapshot

A METHOD FOR COMPUTING ALL MAXIMALLY GENERAL RULES IN ATTRIBUTE‐VALUE SYSTEMS

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Incremental Learning and Evaluation of Structures of Rough Decision Tables

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Partition Dependencies in Hierarchies of Probabilistic Decision Tables

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Variable Precision Bayesian Rough Set Model and Its Application to Kansei Engineering

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An Approach to Parameterized Approximation of Crisp and Fuzzy Sets

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Stochastic Approach to Rough Set Theory

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Probabilistic Approximation under Incomplete Information Systems

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Variable Precision Approximations of Rough Sets

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The Impact of Rough Set Conferences

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Rough–Fuzzy Entropy in Neighbourhood Characterization

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Rough Sets Meet Statistics - A New View on Rough Set Reasoning About Numerical Data

inferred← citeshttps://doi.org/10.1007/978-3-319-11740-9_55openalex-snapshot

Attribute Reduction in Decision-Theoretic Rough Set Model Using MapReduce

inferred← citeshttps://doi.org/10.1007/978-3-319-54966-8_15openalex-snapshot

Vagueness and Uncertainty: An F-Rough Set Perspective

inferred← citeshttps://doi.org/10.1007/978-3-540-71200-8_12openalex-snapshot

On Representation and Analysis of Crisp and Fuzzy Information Systems

inferred← citeshttps://doi.org/10.1007/978-3-540-72458-2_1openalex-snapshot

Decision-Theoretic Rough Set Models

inferred← citeshttps://doi.org/10.1007/978-3-540-73451-2_13openalex-snapshot

Dependencies in Structures of Decision Tables

inferred← citeshttps://doi.org/10.1007/978-3-540-73451-2_37openalex-snapshot

Rough Set Approach to Spam Filter Learning

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Applying Rough Sets to Information Tables Containing Probabilistic Values

inferred← citeshttps://doi.org/10.1007/978-3-540-74976-9_18openalex-snapshot

Statistical Model for Rough Set Approach to Multicriteria Classification

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A Rough Sets Approach to the Identification and Analysis of Factors Affecting Biological Control of Leafy Spurge

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Experiments with Rough Set Approach to Face Recognition

inferred← citeshttps://doi.org/10.1007/978-3-540-89876-4_24openalex-snapshot

Probabilistic Dependencies in Linear Hierarchies of Decision Tables

inferred← citeshttps://doi.org/10.1007/978-3-540-89876-4_3openalex-snapshot

On Certain Rough Inclusion Functions

inferred← citeshttps://doi.org/10.1007/978-3-642-03281-3_4openalex-snapshot

Rough Approximation Based on Weak q-RIFs

inferred← citeshttps://doi.org/10.1007/978-3-642-11479-3_5openalex-snapshot

Satisfiability Judgement under Incomplete Information

inferred← citeshttps://doi.org/10.1007/978-3-642-13529-3_25openalex-snapshot

A Fuzzy View on Rough Satisfiability

inferred← citeshttps://doi.org/10.1007/978-3-642-14055-6_28openalex-snapshot

Gradual Evaluation of Granules of a Fuzzy Relation: R-related Sets

inferred← citeshttps://doi.org/10.1007/978-3-642-14467-7_13openalex-snapshot

On the Relation between Jumping Emerging Patterns and Rough Set Theory with Application to Data Classification

inferred← citeshttps://doi.org/10.1007/978-3-642-16248-0_72openalex-snapshot

Hierarchical Information System and Its Properties

inferred← citeshttps://doi.org/10.1007/978-3-642-27737-5_719-1openalex-snapshot

Variable Precision Approximations of Rough Sets

inferred← citeshttps://doi.org/10.1007/978-3-642-35139-6_33openalex-snapshot

Rule Measures Tradeoff Using Game-Theoretic Rough Sets

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Dependency Analysis and Attribute Reduction in the Probabilistic Approach to Rough Sets

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Topological reduction algorithm for relation systems

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Multi-granulation interval-valued fuzzy probabilistic rough sets and their corresponding three-way decisions based on interval-valued fuzzy preference relations

inferred← citeshttps://doi.org/10.1007/s41066-020-00232-4openalex-snapshot

Spatial and temporal reasoning with granular computing and three way formal concept analysis

inferred← citeshttps://doi.org/10.1016/j.csda.2011.06.036openalex-snapshot

Credit scoring analysis using a fuzzy probabilistic rough set model

inferred← citeshttps://doi.org/10.1016/j.ijar.2007.03.016openalex-snapshot

Fuzzy rough approximations of process data

inferred← citeshttps://doi.org/10.1016/j.ijar.2007.05.018openalex-snapshot

Parameterized rough set model using rough membership and Bayesian confirmation measures

inferred← citeshttps://doi.org/10.1016/j.ijar.2007.05.019openalex-snapshot

Probabilistic rough set approximations

inferred← citeshttps://doi.org/10.1016/j.ijar.2011.12.006openalex-snapshot

Bayesian rough set model: A further investigation

inferred← citeshttps://doi.org/10.1016/j.ijar.2018.05.001openalex-snapshot

Double-quantitative decision-theoretic approach to multigranulation approximate space

inferred← citeshttps://doi.org/10.1016/j.ijar.2021.09.017openalex-snapshot

AMG-DTRS: Adaptive multi-granulation decision-theoretic rough sets

inferred← citeshttps://doi.org/10.1016/j.ijar.2026.109735openalex-snapshot

Some versions of six-set approximation theorem

inferred← citeshttps://doi.org/10.1016/j.ins.2008.05.010openalex-snapshot

Attribute reduction in decision-theoretic rough set models

inferred← citeshttps://doi.org/10.1016/j.ins.2008.06.013openalex-snapshot

Stochastic dominance-based rough set model for ordinal classification

inferred← citeshttps://doi.org/10.1016/j.ins.2015.09.057openalex-snapshot

On quick attribute reduction in decision-theoretic rough set models

inferred← citeshttps://doi.org/10.1016/j.ins.2021.12.019openalex-snapshot

Spatial rough set-based geographical detectors for nominal target variables

inferred← citeshttps://doi.org/10.1016/j.ins.2025.122016openalex-snapshot

A rapid cross-validation computing for three-way decisions in imbalanced data

inferred← citeshttps://doi.org/10.1016/j.knosys.2014.09.008openalex-snapshot

Incremental updating approximations in probabilistic rough sets under the variation of attributes

inferred← citeshttps://doi.org/10.1016/j.knosys.2015.09.018openalex-snapshot

Fuzzy probabilistic rough sets and their corresponding three-way decisions

inferred← citeshttps://doi.org/10.1051/matecconf/201925203019openalex-snapshot

Comparative Overview of Rough Set Toolkit Systems for Data Analysis

inferred← citeshttps://doi.org/10.1080/13658816.2018.1524148openalex-snapshot

A spatial heterogeneity-based rough set extension for spatial data

inferred← citeshttps://doi.org/10.1109/aiccsa.2007.370919openalex-snapshot

Use of Rough Sets for the Identification and Analysis of Dependencies and Relationships in Biocontrol of Weeds

inferred← citeshttps://doi.org/10.1109/ccdc.2010.5499030openalex-snapshot

Research on rough set model based on criteria

inferred← citeshttps://doi.org/10.1109/cidm.2007.368845openalex-snapshot

Validity of Probabilistic Rules

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Knowledge reduction in decision-theoretic rough set model based on connection degree

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Partial approximative set theory: A generalization of the rough set theory

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Attribute Reduction in Information Systems via Oriented Association Coefficient

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Mining Emerging Patterns for Activity Recognition

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A Topological Aspect for Rough Sets Approximations Inspired by Supra-Topology Structures

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Weak Dependencies in Approximation Spaces

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Decision-theoretic rough set in lattice-valued decision information system

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A Study on Bayesian Decision Theoretic Rough Set

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Attribute Reduction Using Bayesian Decision Theoretic Rough Set Models

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A New Criterion for Attribute Reduction Based on Variable Precision Rough Set Model

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A New Attribute Decision Making Model Based on Attribute Importance

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Nearness of Objects: Extension of Approximation Space Model

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A Rough Set Approach to Face Recognition

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