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Knowledge Acquisition Based on Rough Set Theory and Principal Component Analysis

https://doi.org/10.1109/mis.2006.32

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What this work says

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

inferredcites →https://doi.org/10.1007/978-1-4757-1904-8openalex-snapshot

Principal Component Analysis

inferredcites →https://doi.org/10.1007/bf00437317openalex-snapshot

Knowledge acquisition under uncertainty ? a rough set approach

inferredcites →https://doi.org/10.1007/bf01001956openalex-snapshot

Rough sets

inferredcites →https://doi.org/10.1007/bf02943234openalex-snapshot

Reduction algorithms based on discernibility matrix: The ordered attributes method

inferredcites →https://doi.org/10.1016/s0003-2670(01)84184-2openalex-snapshot

Obtaining the key set of typical vectors by factor analysis and subsequent isolation of component spectra

inferredcites →https://doi.org/10.1016/s0167-8655(02)00196-4openalex-snapshot

Rough set methods in feature selection and recognition

inferredcites →https://doi.org/10.1016/s0377-2217(01)00062-5openalex-snapshot

Rule extraction from expert heuristics: A comparative study of rough sets with neural networks and ID3

inferredcites →https://doi.org/10.1016/s0957-4174(02)00142-2openalex-snapshot

Automated extraction of hierarchical decision rules from clinical databases using rough set model

inferredcites →https://doi.org/10.1080/00401706.1988.10488412openalex-snapshot

Principal Component Analysis

inferredcites →https://doi.org/10.1109/icsmc.2000.886386openalex-snapshot

A novel self-optimizing approach for knowledge acquisition

inferredcites →https://doi.org/10.1109/tsmca.2002.804809openalex-snapshot

A novel self-optimizing approach for knowledge acquisition

inferredcites →https://doi.org/10.2307/1391399openalex-snapshot

An Introduction to Multivariate Statistical Analysis

inferredcites →https://doi.org/10.2307/2308777openalex-snapshot

Introduction to Multivariate Statistical Analysis.

inferredcites →https://doi.org/10.2307/2347842openalex-snapshot

Selection of Variables to Preserve Multivariate Data Structure, Using Principal Components

inferredcites →https://doi.org/10.82465/4970openalex-snapshot

Knowledge discovery in databases: An attribute-oriented rough set approach.

What points at this work

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

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An Optimization Approach Based on Collective Correlation Coefficient for Biomarker Extraction in the Classification of Alzheimer’s Disease

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A New Rough Sets Decision Method Based on PCA and Ordinal Regression

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IQuickReduct: An Improvement to Quick Reduct Algorithm

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A Global Unsupervised Data Discretization Algorithm Based on Collective Correlation Coefficient

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Extensions to IQuickReduct

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Prediction of MHC II-binding peptides using rough set-based rule sets ensemble

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Comparison of Mineralization Pattern of Geochemical Data in Spatial and Position-scale Domain Using New DWT- PCA Approach

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Multigranulation double-quantitative decision-theoretic rough sets based on logical operations

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Control approach to rough set reduction

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An ontology-based approach to knowledge management in design processes

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Knowledge structure, knowledge granulation and knowledge distance in a knowledge base

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Multigranulation decision-theoretic rough sets

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Double-quantitative decision-theoretic approach to multigranulation approximate space

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Set-valued ordered information systems

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MGRS: A multi-granulation rough set

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Pessimistic rough set based decisions: A multigranulation fusion strategy

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Local logical disjunction double-quantitative rough sets

inferred← citeshttps://doi.org/10.1016/j.knosys.2012.10.010openalex-snapshot

Attribute reduction: A dimension incremental strategy

inferred← citeshttps://doi.org/10.1016/j.procs.2019.04.084openalex-snapshot

Rule Extraction Required for Manufacturing Process Design

inferred← citeshttps://doi.org/10.1109/cise.2009.5366271openalex-snapshot

Knowledge Acquisition Model for Satellite Fault Diagnosis Expert System

inferred← citeshttps://doi.org/10.1109/coginf.2008.4639171openalex-snapshot

CompactLEM2: A scalable rough set based knowledge acquisition method that generates small number of short rules

inferred← citeshttps://doi.org/10.1109/coginf.2008.4639176openalex-snapshot

On mining rules that involve inequalities from decision table

inferred← citeshttps://doi.org/10.1109/cyberc.2012.10openalex-snapshot

MPI-Based Twi-extraction of Traffic State Evaluation Rules

inferred← citeshttps://doi.org/10.1109/dasc.2013.100openalex-snapshot

Dynamic Perception Rule Acquirement for Incomplete Data

inferred← citeshttps://doi.org/10.1109/dasc.2013.106openalex-snapshot

An Improved Algorithm for Dynamic Cognitive Extraction Based on Fuzzy Rough Set

inferred← citeshttps://doi.org/10.1109/fskd.2009.570openalex-snapshot

An Attribute Reduct Algorithm Based on Clustering

inferred← citeshttps://doi.org/10.1109/grc.2008.4664631openalex-snapshot

Granulation operators on a knowledge base

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Image Defect Recognition Based on Rough Set

inferred← citeshttps://doi.org/10.1109/intellisys.2017.8324337openalex-snapshot

A data reduction method based on indiscernibility and rough entropy for uncertain systems

inferred← citeshttps://doi.org/10.1109/tkde.2012.146openalex-snapshot

A Group Incremental Approach to Feature Selection Applying Rough Set Technique

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Incomplete Multigranulation Rough Set

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ON DOMINANCE RELATIONS IN DISJUNCTIVE SET-VALUED ORDERED INFORMATION SYSTEMS

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Site Specific Soil Fertility Ranking and Seasonal Paddy Variety Selection: An Intuitionistic Fuzzy Rough Set and Fuzzy Bayesian Based Decision Model

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Performance of the Hybrid Approach based on Rough Set Theory

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Revisiting Feature Ranking Methods using Information-Centric and Evolutionary Approaches: Survey

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COMPARISON OF ALGORITHMS BASED ON ROUGH SET THEORY FOR A 3-CLASS CLASSIFICATION

inferred← citeshttps://doi.org/10.3233/ida-160829openalex-snapshot

Approximations and uncertainty measure- ments in ordered information systems

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Building cognizance rule knowledge for fault diagnosis based on fuzzy rough sets

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

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Research on rough equality and rough inclusion of sets in multi-granulation spaces

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The Damage Factors Correlation Analysis and Health Hierarchies Partition for RC Bridge

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Information Quantity-based Decision Rule Acquisition from Decision Tables

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A global unsupervised data discretization algorithm based on collective correlation coefficient

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