research
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07/08/2023
Feature selection simultaneously preserving both class and cluster structures
When a data set has significant differences in its class and cluster str...
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08/02/2022
Understanding the classes better with class-specific and rule-specific feature selection, and redundancy control in a fuzzy rule based framework
Recently, several studies have claimed that using class-specific feature...
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01/10/2022
An Adaptive Neuro-Fuzzy System with Integrated Feature Selection and Rule Extraction for High-Dimensional Classification Problems
A major limitation of fuzzy or neuro-fuzzy systems is their failure to d...
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04/08/2020
Nonlinear Dimensionality Reduction for Data Visualization: An Unsupervised Fuzzy Rule-based Approach
Here, we propose an unsupervised fuzzy rule-based dimensionality reducti...
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09/18/2018
Dynamically Weighted Ensemble-based Prediction System for Adaptively Modeling Driver Reaction Time
Predicting a driver's cognitive state, or more specifically, modeling a ...
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11/23/2009
Land cover classification using fuzzy rules and aggregation of contextual information through evidence theory
Land cover classification using multispectral satellite image is a very ...
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11/23/2009