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Feature data-driven-reinforced fuzzy radial basis function neural network classifier with the aid of preprocessing techniques and particle swarm optimization
In this study, reinforced fuzzy radial basis function neural networks (FRBFNN) classifier driven by feature extracted data completed with the aid of...
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Design of Ensemble Fuzzy-RBF Neural Networks Based on Feature Extraction and Multi-feature Fusion for GIS Partial Discharge Recognition and Classification
A new topology of ensemble fuzzy-radial basis function neural networks (EFRBFNN) based on a multi-feature fusion strategy is proposed to recognize...
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A study on hand gesture recognition algorithm realized with the aid of efficient feature extraction method and convolution neural networks: design and its application to VR environment
Humans maintain and develop interrelationships through various forms of communication, including verbal and nonverbal communications. Gestures, which...
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A polynomial kernel neural network classifier based on random sampling and information gain
In this paper, we propose a polynomial kernel neural network classifier (PKNNC) based on the random sampling and information gain. Random sampling is...
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Design of fuzzy radial basis function neural network classifier based on information data preprocessing for recycling black plastic wastes: comparative studies of ATR FT-IR and Raman spectroscopy
As large amounts of plastics are widely used in diverse areas of industry, the amount of plastic waste, including black plastics, continues to...
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Design of meteorological pattern classification system based on FCM-based radial basis function neural networks using meteorological radar data
In this study, precipitation and non-precipitation pattern classification of meteorological radar data is realized with the use of a neuro-fuzzy...
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Design of face recognition system based on fuzzy transform and radial basis function neural networks
In this study, a face recognition method based on fuzzy transform and radial basis function neural networks is proposed. In order to reduce the...
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Development of intelligent sorting system realized with the aid of laser-induced breakdown spectroscopy and hybrid preprocessing algorithm-based radial basis function neural networks for recycling black plastic wastes
Plastic recycling has been the key issue for reducing environmental problems and resolving resource depletion. To improve the recovery rate of...
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Identification of black plastics realized with the aid of Raman spectroscopy and fuzzy radial basis function neural networks classifier
To accomplish the effective classifier and secure the accurate classification capabilities of black plastics, a comprehensive design methodology of...
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Hybrid fuzzy polynomial neural networks with the aid of weighted fuzzy clustering method and fuzzy polynomial neurons
It is well-known that any nonlinear complex system can be modeled by using a collection of “if …then” fuzzy rules. In spite of a number of successful...
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Fuzzy set-oriented neural networks based on fuzzy polynomial inference and dynamic genetic optimization
In this paper, we introduce a new topology and offer a comprehensive design methodology of fuzzy set-based neural networks (FsNNs). The proposed...
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A new approach to radial basis function-based polynomial neural networks: analysis and design
In this study, we introduce a new topology of radial basis function-based polynomial neural networks (RPNNs) that is based on a genetically optimized...
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Fuzzy Relation-Based Polynomial Neural Networks Based on Hybrid Optimization
This paper introduces hybrid optimized fuzzy relation-based polynomial neural network (HOFRPNN), a novel architecture that is constructed by using a... -
Design of Face Recognition Algorithm Using Hybrid Data Preprocessing and Polynomial-Based RBF Neural Networks
This study introduces a design of face recognition algorithm based on hybrid data preprocessing and polynomial-based RBF neural network. The overall... -
A Study on Optimized Face Recognition Algorithm Realized with the Aid of Multi-dimensional Data Preprocessing Technologies and RBFNNs
In this study, we propose the hybrid method of face recognition by using face region information extracted from the detected face region. In the... -
Design of Optimized Radial Basis Function Neural Networks Classifier with the Aid of Fuzzy Clustering and Data Preprocessing Method
In this paper, we introduce a new architecture of optimized RBF neural network classifier with the aid of fuzzy clustering and data preprocessing... -
Context FCM-Based Radial Basis Function Neural Networks with the Aid of Fuzzy Clustering
In this paper, we introduce architecture of context FCM-based Radial Basis Function Neural Networks realized with the aid of information granulation... -
Design of Fuzzy Radial Basis Function Neural Networks with the Aid of Multi-objective Optimization Based on Simultaneous Tuning
In this paper, we concerns a design of fuzzy radial basis function neural network (FRBFNN) by means of multi-objective optimization. A... -
Design of Information Granulation-Based Fuzzy Models with the Aid of Multi-objective Optimization and Successive Tuning Method
In this paper, we propose a hybrid identification of information granulation-based fuzzy models by means of multi-objective optimization and... -
Fuzzy Clustering-Based Polynomial Radial Basis Function Neural Networks (p-RBF NNs) Classifier Designed with Particle Swarm Optimization
In this paper, we introduce polynomial-based Radial Basis Function Neural Networks (p-RBF NNs) classifier based on Fuzzy C-Means (FCM) clustering...