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Rough Set Theory — Fundamental Concepts, Principals, Data Extraction, and Applications
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/11548706_28openalex-snapshot
Rough Set Approach to Sunspot Classification Problem
inferredcites →https://doi.org/10.1007/s11633-007-0217-yopenalex-snapshot
Rough sets, their extensions and applications
inferredcites →https://doi.org/10.1108/02644400410545092openalex-snapshot
The rough set theory and applications
inferredcites →https://doi.org/10.1109/fuzzy.1998.687467openalex-snapshot
Granularity of knowledge, indiscernibility and rough sets
inferredcites →https://doi.org/10.1109/hicss.1995.375608openalex-snapshot
Discovering attribute relationships, dependencies and rules by using rough sets
inferredcites →https://doi.org/10.1109/icsmc.2004.1401120openalex-snapshot
RST-based system design of hybrid intelligent control
inferredcites →https://doi.org/10.1109/psce.2006.296246openalex-snapshot
Data Mining in Distribution Consumer Database using Rough Sets and Self-Organizing Maps
inferredcites →https://doi.org/10.1109/wcica.2006.1712934openalex-snapshot
A New Rough set-based Heuristic Algorithm for Attribute Reduct
inferredcites →https://doi.org/10.1145/319382.319388openalex-snapshot
Machine learning and data mining
inferredcites →https://doi.org/10.5772/5095openalex-snapshot
Integration Method of Ant Colony Algorithm and Rough Set Theory for Simultaneous Real Value Attribute Discretization and Attribute Reduction
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/978-3-030-18240-3_16openalex-snapshot
Signal Distortion Identification Using Rough Flow Graphs
inferred← citeshttps://doi.org/10.1007/978-3-030-22815-6_21openalex-snapshot
Approximations Induced by Tolerance Relations
inferred← citeshttps://doi.org/10.1007/978-3-030-70917-4_28openalex-snapshot
Healthy Diet Food Decision Using Rough-Chi-Squared Goodness
inferred← citeshttps://doi.org/10.1007/978-3-030-79753-9_17openalex-snapshot
Intelligent Systems for Dengue, Chikungunya, and Zika Temporal and Spatio-Temporal Forecasting: A Contribution and a Brief Review
inferred← citeshttps://doi.org/10.1007/978-3-031-00828-3_30openalex-snapshot
Customer’s Behavior in Purchase Decision of Textile Materials: Rough-Regression Model
inferred← citeshttps://doi.org/10.1007/978-3-319-05503-9_19openalex-snapshot
Application of Ontology and Rough Set Theory to Information Sharing in Multi-resolution Combat M&S
inferred← citeshttps://doi.org/10.1007/978-3-319-15705-4_22openalex-snapshot
Agent-Based M&S of Smart Sensors for Knowledge Acquisition Inside the Internet of Things and Sensor Networks
inferred← citeshttps://doi.org/10.1007/978-3-319-48308-5_23openalex-snapshot
Fuzzy Rough Set Based Image Watermarking Approach
inferred← citeshttps://doi.org/10.1007/978-3-319-61845-6_30openalex-snapshot
Machine Learning in Data Lake for Combining Data Silos
inferred← citeshttps://doi.org/10.1007/978-981-10-0448-3_11openalex-snapshot
Optimized Scenario of Temperature Forecasting using SOA and Soft Computing Techniques
inferred← citeshttps://doi.org/10.1007/978-981-15-0751-9_4openalex-snapshot
Emerging Ontology Formulation of Optimized Internet of Things (IOT) Services with Cloud Computing
inferred← citeshttps://doi.org/10.1007/978-981-15-1100-4_7openalex-snapshot
Multi-reduct Rough Set Classifier for Computer-Aided Diagnosis in Medical Data
inferred← citeshttps://doi.org/10.1007/978-981-15-3242-9_31openalex-snapshot
Attribute Reduction for Medical Data Analysis Using Rough Set Theory
inferred← citeshttps://doi.org/10.1007/978-981-15-4851-2_21openalex-snapshot
Dynamic Virtual Machine Provisioning in Cloud Computing Using Knowledge-Based Reduction Method
inferred← citeshttps://doi.org/10.1007/s10462-022-10192-7openalex-snapshot
Applications of artificial neural networks in microorganism image analysis: a comprehensive review from conventional multilayer perceptron to popular convolutional neural network and potential visual transformer
inferred← citeshttps://doi.org/10.1007/s12209-020-00237-9openalex-snapshot
Evaluation and Analysis of Battery Technologies Applied to Grid-Level Energy Storage Systems Based on Rough Set Theory
inferred← citeshttps://doi.org/10.1007/s13369-016-2371-4openalex-snapshot
Birthmark-Based Software Classification Using Rough Sets
inferred← citeshttps://doi.org/10.1007/s40031-014-0171-3openalex-snapshot
Diagnosis and Prognosis of the Arbovirus-Dengue using Intelligent Algorithm
inferred← citeshttps://doi.org/10.1007/s41666-021-00109-4openalex-snapshot
Managing Boundary Uncertainty in Diagnosing the Patients of Rural Area Using Fuzzy and Rough Set
inferred← citeshttps://doi.org/10.1016/j.asej.2020.11.006openalex-snapshot
A novel algorithm for generating Pareto frontier of bi-level multi-objective rough nonlinear programming problem
inferred← citeshttps://doi.org/10.1016/j.jbi.2015.10.013openalex-snapshot
Rough-set-based ADR signaling from spontaneous reporting data with missing values
inferred← citeshttps://doi.org/10.1016/j.procs.2015.03.219openalex-snapshot
Optimistic Multi-granulation Rough Set Based Classification for Medical Diagnosis
inferred← citeshttps://doi.org/10.1016/j.sasc.2022.200046openalex-snapshot
Cleansing of inconsistent sample in linear regression model based on rough sets theory
inferred← citeshttps://doi.org/10.1016/j.techfore.2018.05.006openalex-snapshot
Different patterns in the evolution of digital and non-digital ventures' business models
inferred← citeshttps://doi.org/10.1061/(asce)nh.1527-6996.0000218openalex-snapshot
Analysis of Dominant Factors Associated with Hurricane Damages to Residential Structures Using the Rough Set Theory
inferred← citeshttps://doi.org/10.1109/access.2019.2920317openalex-snapshot
Soft Computing Techniques for Dependable Cyber-Physical Systems
inferred← citeshttps://doi.org/10.1109/access.2020.3039439openalex-snapshot
Identifying Stroke Indicators Using Rough Sets
inferred← citeshttps://doi.org/10.1109/cogsima.2016.7497802openalex-snapshot
Feature selection for situation recognition in Fuzzy SOM-based Case-based Reasoning
inferred← citeshttps://doi.org/10.1109/ecticon.2015.7207089openalex-snapshot
Quality-based association rules for stock index data by using rough set theory
inferred← citeshttps://doi.org/10.1109/glocom.2018.8647576openalex-snapshot
RoVAN: A Rough Set-based Scheme for Cluster Head Selection in Vehicular Ad-hoc Networks
inferred← citeshttps://doi.org/10.1109/icacci.2016.7732161openalex-snapshot
An improved fuzzy based approach to impute missing values in DNA microarray gene expression data with collaborative filtering
inferred← citeshttps://doi.org/10.1109/icaiit.2019.8834584openalex-snapshot
Rough-Regression for Categorical Data Prediction based on Case Study
inferred← citeshttps://doi.org/10.1109/iccce.2018.8539251openalex-snapshot
Rough-Regression Model for Investigating Product Attributes and Purchase Decision
inferred← citeshttps://doi.org/10.1109/icdmw.2014.96openalex-snapshot
Rough-Set-Based ADR Signaling from Spontaneous Reporting Data with Missing Values
inferred← citeshttps://doi.org/10.1109/icecds.2017.8389911openalex-snapshot
Fuzzy sets, advanced fuzzy sets and hybrids
inferred← citeshttps://doi.org/10.1109/icicos.2018.8621760openalex-snapshot
Dominant Criteria and Its Factor Affecting Student Achievement Based on Rough-Regression Model
inferred← citeshttps://doi.org/10.1109/nof.2014.7119793openalex-snapshot
Cloud service selection based on rough set theory
inferred← citeshttps://doi.org/10.1109/upec.2018.8542060openalex-snapshot
Prediction of the Coal Generation for the Day After Tomorrow Using Derivative Market Information
inferred← citeshttps://doi.org/10.1142/s0218001410008342openalex-snapshot
UANN BASED PATTERN CLASSIFIER USING ROUGH SET APPROACH
inferred← citeshttps://doi.org/10.1145/3316615.3316651openalex-snapshot
Removing Unclassified Elements in Investigating of Financial Wellbeing Attributes Using Rough-Regression Model
inferred← citeshttps://doi.org/10.1186/s40537-019-0206-3openalex-snapshot
Uncertainty in big data analytics: survey, opportunities, and challenges
inferred← citeshttps://doi.org/10.1371/journal.pone.0164803openalex-snapshot
An Empirical Analysis of Rough Set Categorical Clustering Techniques
inferred← citeshttps://doi.org/10.1371/journal.pone.0265190openalex-snapshot
Rough set based information theoretic approach for clustering uncertain categorical data
inferred← citeshttps://doi.org/10.14569/ijarai.2014.030903openalex-snapshot
Design and Implementation of Rough Set Algorithms on FPGA: A Survey
inferred← citeshttps://doi.org/10.1504/ijev.2022.122639openalex-snapshot
Evaluation of tech ventures' evolving business models: rules for performance-related classification
inferred← citeshttps://doi.org/10.18514/mmn.2019.2891openalex-snapshot
Approximation lattices defined by tolerances induced by irredundant coverings
inferred← citeshttps://doi.org/10.2112/si82-011.1openalex-snapshot
A Relative Tolerance Relation of Rough Set (RTRS) for Potential Fish Yields in Indonesia
inferred← citeshttps://doi.org/10.2478/amsc-2013-0062openalex-snapshot
Application of Rough Set Theory for Choosing Optimal Location for Flotation Tailings Dump / Zastosowanie Teorii Zbiorów Przybliżonych Do Wyboru Optymalnej Lokalizacji Składowiska Odpadów Poflotacyjnych
inferred← citeshttps://doi.org/10.3233/ifs-151941openalex-snapshot
Site selection for food distribution using rough set approach and TOPSIS method
inferred← citeshttps://doi.org/10.32628/ijsrset20724openalex-snapshot
Decision Making Using Rough Topology and Indiscernibility Matrix for Corona Virus Diagnosis
inferred← citeshttps://doi.org/10.4236/am.2016.76049openalex-snapshot
Evaluation of Parameters Importance in Cloud Service Selection Using Rough Sets
inferred← citeshttps://doi.org/10.48550/arxiv.2110.10152openalex-snapshot
Identifying Stroke Indicators Using Rough Sets
inferred← citeshttps://doi.org/10.5815/ijisa.2016.04.06openalex-snapshot
Modeling Uncertainty in Ontologies using Rough Set
inferred← citeshttps://doi.org/10.70675/c3b1eaedzd95bz4fc9za8c0zf0791c443c23openalex-snapshot
Cloud services selection based on rough set theory
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