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Feature Extraction-Based Deep Self-Organizing Map
We propose in this work, a new approach for feature extraction based on deep Self-Organizing Map (SOM) network, named Generalized Unsupervised Deep...
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Fault-Tolerant Control for Robotic Systems Using a Wavelet Type-2 Fuzzy Brain Emotional Learning Controller and a TOPSIS-Based Self-organizing Algorithm
To improve control performance in robotic systems with faults and unknown uncertainties, a fault-tolerant control (FTC) system based on a wavelet...
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Serendipity in Text and Audio Information Spaces: Organizing and Exploring High-Dimensional Data with the Growing Hierarchical Self-Organizing Map
While tools exist that allow us to search through vast amounts of text within seconds, most systems fail to assist the user in getting an overview of...
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A Novel Approach of Detecting Malicious Phishing URL Using Self-organizing Map
Empirical study attempts to analyze major trends of phishing Uniform Resource Locator detection, emphasized on improvement of 80% training data on...
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Self-organizing Migrating Algorithm (SOMA) for Pumped-Storage Hydrothermal System Scheduling
This paper presents the results of one power system working over one day by running three algorithms, including Dragonfly algorithm (DA), Salp Swarm...
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A Feature Selection Technique Using Self-Organizing Maps for Software Defect Prediction
An important goal of Software Defect Prediction is to help increase the efficiency of software development. Increase in defect prediction accuracy...
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Intentional Islanding Self-organizing Network Fluctuation Smoothing Relied on Multi-agent Consistency Algorithm
The high penetration of distributed generations is playing a significant role in distribution systems owing to its environmental and economic...
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Robust Self-Organizing Sliding-Mode Control with Disturbance Observer for WWTPs
Serious disturbances in wastewater treatment processes (WWTPs) can degrade control performance and even destabilize the system. To solve this...
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Self-organizing Cascade Neural Network Based on Differential Evolution with Better and Nearest Option for System Modeling
System modeling of engineering problems is an important task, and it’s very difficult because most engineering problems are of great nonlinearity and...
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Obesity Prediction Approach Based Habit Parameter and Clinical Variable Using Self Organizing Map
Obesity is a health problem in the twenty-first century, and can trigger several dangerous diseases. Several studies have been conducted in...
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Risk-Aware CPS Operation Scheme for Self-organizing Balancing-Power Pools
One of the challenges in cyber-physical systems (CPS) is to guarantee system safety, i.e. system functionality has to ensure that system state paths...
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Monitoring of casting quality using principal component analysis and self-organizing map
The monitoring of casting quality is very important to ensure the safe operation of casting processes. In this paper, in order to improve the...
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Local Average Based Kinetic Gas Molecular (LA-KGMO) Optimized MR Brain Image Segmentation Using Modified Self Organizing Map (MSOM)
In magnetic resonance (MR) brain picture investigation, brain picture segmentation (BPS) is usually utilized for identifying, estimating and...
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Suboptimal Relational Tree Configuration and Robust Control Based on the Leader-follower Model for Self-organizing Systems Without GPS Support
This paper surveys the formation acquisition and maintenance of multi-agent systems, while the communication graph is obtained without human...
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Self-Organizing Deep Learning Model for Network Traffic Classification
Network traffic classification is one of the active research streams in the field of network management. Network traffic classification plays a...
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A Self-organizing Dual-Layer Defense Algorithm for Multi-agent Systems
With the evolution of unmanned multi-agent systems, research on multi-agent confrontation has been more important. And how to deal with multi-agent...
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Self-organizing Maps and Bayesian Regularized Neural Network for Analyzing Gasoline and Diesel Price Drifts
Any nation’s growth depends on the trend of the price of fuel. The fuel price drifts have both direct and indirect impacts on a nation’s economy....
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A Hybrid Method for the Removal of RVIN Using Self Organizing Migration with Adaptive Dual Threshold Median Filter
Day-by-day impulse detection seems critical because removing the random-valued impulse noise with high density from the noisy image is a typical...
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Topologically Ordered Self Organizing Map for Optimal Allocation of Urban Emergency Mobile Power Supply
The optimal allocation of portable mobile power during urban emergency is a critical issue, which can be considered as route planning problem...
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Cell Outage Detection in 5G Self-organizing Networks Based on FDA-HMM
The 5G network is anticipated to be more densified in the future, containing numerous heterogeneous cells. Managing the heterogeneous networks...