AIMC Topic:
Fuzzy Logic

Clear Filters Showing 1291 to 1300 of 1485 articles

Weighted Fuzzy Interpolative Reasoning Based on the Slopes of Fuzzy Sets and Particle Swarm Optimization Techniques.

IEEE transactions on cybernetics Sep 5, 2014
In this paper, we propose a new weighted fuzzy interpolative reasoning method for sparse fuzzy rule-based systems based on the slopes of fuzzy sets. We also propose a particle swarm optimization (PSO)-based weights-learning algorithm to automatically...
Decision Support Techniques Computer Simulation Models, Statistical Pattern Recognition, Automated Fuzzy Logic Machine Learning Algorithms
View on PubMed DOI

An Interval Type-2 Neural Fuzzy System for Online System Identification and Feature Elimination.

IEEE transactions on neural networks and learning systems Aug 21, 2014
We propose an integrated mechanism for discarding derogatory features and extraction of fuzzy rules based on an interval type-2 neural fuzzy system (NFS)-in fact, it is a more general scheme that can discard bad features, irrelevant antecedent clause...
Fuzzy Logic Automobiles Online Systems Chemical Industry Normal Distribution Algorithms Computer Simulation Neural Networks, Computer Machine Learning
View on PubMed DOI

On Equivalence of FIS and ELM for Interpretable Rule-Based Knowledge Representation.

IEEE transactions on neural networks and learning systems Aug 13, 2014
This paper presents a fuzzy extreme learning machine (F-ELM) that embeds fuzzy membership functions and rules into the hidden layer of extreme learning machine (ELM). Similar to the concept of ELM that employed the random initialization technique, th...
Machine Learning Algorithms Neural Networks, Computer Artificial Intelligence Feedback Fuzzy Logic Models, Statistical Databases, Factual Reproducibility of Results Classification Benchmarking Power Plants Neurons
View on PubMed DOI

On fuzzy sampled-data control of chaotic systems via a time-dependent Lyapunov functional approach.

IEEE transactions on cybernetics Aug 5, 2014
In this paper, a novel approach to fuzzy sampled-data control of chaotic systems is presented by using a time-dependent Lyapunov functional. The advantage of the new method is that the Lyapunov functional is continuous at sampling times but not neces...
Feedback Nonlinear Dynamics Algorithms Sample Size Models, Theoretical Computer Simulation Signal Processing, Computer-Assisted Fuzzy Logic
View on PubMed DOI

Alpha-plane based automatic general type-2 fuzzy clustering based on simulated annealing meta-heuristic algorithm for analyzing gene expression data.

Computers in biology and medicine Jul 2, 2014
This paper considers microarray gene expression data clustering using a novel two stage meta-heuristic algorithm based on the concept of α-planes in general type-2 fuzzy sets. The main aim of this research is to present a powerful data clustering app...
Fuzzy Logic Cluster Analysis Arabidopsis Humans Rats Algorithms Databases, Genetic Gene Expression Profiling Animals Computational Biology
View on PubMed DOI

Evolutionary fuzzy ARTMAP neural networks for classification of semiconductor defects.

IEEE transactions on neural networks and learning systems Jul 1, 2014
Wafer defect detection using an intelligent system is an approach of quality improvement in semiconductor manufacturing that aims to enhance its process stability, increase production capacity, and improve yields. Occasionally, only few records that ...
Neural Networks, Computer Artificial Intelligence Databases, Factual Fuzzy Logic Algorithms Semiconductors Pattern Recognition, Automated Humans
View on PubMed DOI

Intuitionistic fuzzy interaction bonferroni means and its application to multiple attribute decision making.

IEEE transactions on cybernetics Jun 24, 2014
The Bonferroni mean (BM) was originally presented by Bonferroni and had been generalized by many researchers for its capacity to capture the interrelationship between input arguments. Nevertheless, the existing intuitionistic fuzzy BMs only consider ...
Models, Statistical Decision Making, Computer-Assisted Fuzzy Logic
View on PubMed DOI

Hyperparameter Control Using Fuzzy Logic: Evolving Policies for Adaptive Fuzzy Particle Swarm Optimization Algorithm.

Evolutionary computation Jun 2, 2025
Heuristic optimization methods such as particle swarm optimization (PSO) depend on their parameters to achieve optimal performance on a given class of problems. Some modifications of heuristic algorithms aim at adapting those parameters during the op...
Feedback Fuzzy Logic Particle Swarm Optimization Algorithms Computer Simulation
View on PubMed DOI

Illuminating themes of ecovillages by leveraging participatory modeling: A convergent Gen-AI and Fuzzy Cognitive Maps approach.

Journal of environmental management Jun 1, 2025
Ecovillages, as defined by the United Nations, are communities that focus primarily on aspects of sustainability. The research on ecovillages is vital, as it helps to uncover actionable artefacts of sustainable practices. However, much of the extant ...
Conservation of Natural Resources Models, Theoretical Fuzzy Logic Humans Artificial Intelligence
View on PubMed DOI

Fuzzy quantum machine learning (FQML) logic for optimized disease prediction.

Computers in biology and medicine Jun 1, 2025
Quantum computing, based on quantum mechanics, has evolved due to the cross-pollination of concepts, methods, and strategies. The fusion of quantum computing with machine learning (ML) algorithms has shown satisfactory results in the case of low dime...
Fuzzy Logic Humans Algorithms Machine Learning Support Vector Machine
View on PubMed DOI
Popular Topics
Recent Journals