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   Articles with "fuzzy rules" as a keyword



Combining a gravitational search algorithm, particle swarm optimization, and fuzzy rules to improve the classification performance of a feed-forward neural network

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recommendations! Published in 2019 at "Computer methods and programs in biomedicine"

DOI: 10.1016/j.cmpb.2019.105016

Abstract: BACKGROUND AND OBJECTIVE A feed-forward neural network (FNN) is a type of artificial neural network that has been widely used in medical diagnosis, data mining, stock market analysis, and other fields. Many studies have used… read more here.

Keywords: gsa; fuzzy rules; performance; neural network ... See more keywords

Constructing an elderly health monitoring system using fuzzy rules and Internet of Things

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recommendations! Published in 2024 at "AIP Advances"

DOI: 10.1063/5.0195107

Abstract: Monitoring the health of the elderly using wearable sensors and Internet of Things (IoT) devices necessitates the collection of data from various sources, thereby increasing the volume of data to be gathered at the monitoring… read more here.

Keywords: system; elderly health; monitoring; fuzzy rules ... See more keywords

Evolving Mamdani Fuzzy Rules Using Swarm Algorithms for Accurate Data Classification

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recommendations! Published in 2019 at "IEEE Access"

DOI: 10.1109/access.2019.2957735

Abstract: This paper proposes and develops a fuzzy evolutionary system based on the Grey Wolf Optimizer (GWO) algorithm to evolve Mamdani fuzzy rules that give a knowledge base for accurate classification of data set. GWO takes… read more here.

Keywords: mamdani fuzzy; fuzzy rules; swarm; data classification ... See more keywords

Quantum Inference Fuzzy Rules Network Model Free Adaptive Control for Discontinuous Derivative Discrete-Time Systems

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recommendations! Published in 2025 at "IEEE Transactions on Automation Science and Engineering"

DOI: 10.1109/tase.2024.3415488

Abstract: The problem of discontinuous derivatives with respect to the control effort is observed in the prototype of preproduction DC motor torque-control. This behavior violates the basic requirement of conventional adaptive controllers. To overcome this issue,… read more here.

Keywords: control; quantum inference; inference fuzzy; fuzzy rules ... See more keywords

Self-Organizing Interval Type-2 Fuzzy Neural Network Using Information Aggregation Method.

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recommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"

DOI: 10.1109/tnnls.2021.3136678

Abstract: Interval type-2 fuzzy neural networks (IT2FNNs) usually stack adequate fuzzy rules to identify nonlinear systems with high-dimensional inputs, which may result in an explosion of fuzzy rules. To cope with this problem, a self-organizing IT2FNN,… read more here.

Keywords: information; fuzzy rules; type fuzzy; fuzzy ... See more keywords

Mental Models Analysis and Comparison Based on Fuzzy Rules: A Case Study of the Protests of June and July 2013 in Brazil

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recommendations! Published in 2017 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"

DOI: 10.1109/tsmc.2016.2598767

Abstract: Collective decision processes involve a large number of decision makers, demanding the consensus of different points of view about problems of several knowledge areas. The analysis and comparison of these points of view can contribute… read more here.

Keywords: mental models; analysis comparison; analysis; june july ... See more keywords

A Novel First-Order Fuzzy Rules-Based Forecasting System Using Distance Measures Approach for Financial Market Forecasting

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recommendations! Published in 2023 at "Journal of Mathematics"

DOI: 10.1155/2023/8027664

Abstract: The precise estimates about finance, atmospheric science, power sector, industries, agriculture, and other science help governments and institutions economically in making the relevant policies regarding import-export, demand, consumption, storage, and local industries. Due to the… read more here.

Keywords: fuzzy rules; series; distance measures; forecasting ... See more keywords

New classification technique: fuzzy oblique decision tree

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recommendations! Published in 2019 at "Transactions of the Institute of Measurement and Control"

DOI: 10.1177/0142331218774614

Abstract: Based on axiomatic fuzzy set (AFS) theory and fuzzy information entropy, a novel fuzzy oblique decision tree (FODT) algorithm is proposed in this paper. Traditional axis-parallel decision trees only consider a single feature at each… read more here.

Keywords: decision; oblique decision; fuzzy rules; decision tree ... See more keywords