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RISAdaptive multitask network based on maximum correntropy learning algorithm
Adaptive networks solve distributed optimization problems in which all agents of
the network are interested to collaborate with their neighbors to learn a similar
task. Collaboration is useful when all agents seek a similar task...
Impact of Networked Cognition and Learning on Engineered Systems [Further Thoughts]
QRS complex detection based on simple robust 2-D pictorial-geometrical feature
In this paper a heuristic method aimed for detecting of QRS complexes without any pre-process
was developed. All the methods developed in previous studies were used pre-process, the most novelty of this study was ...
Transient Performance Analysis of Adaptive Multitask Network Based on Correntropy Criterion
In this paper, we investigate the transient performance of the proposed distributed multitask learning
algorithm that is developed based on maximum correntropy criterion. In the first stage, we derive the
proposed ...
Robust Learning Over Multitask Adaptive Networks With Wireless Communication Links
Recently, adaptation, optimization and learning over
multitask networks with ideal communication links have been
investigated in the literature. However, in real-life applications,
the communication ...
Robust Diffusion LMS over Adaptive Networks
The present study proposes the Robust DLMS -RDLMS- algorithm for a robust estimation over adaptive networks. Instead of minimizing the mean square error -MSE-, the RDLMS algorithm is derived from minimizing the pseudo-Huber function which is a...
Support Vector Machines and Adaptive-Network-Based Fuzzy Inference Systems in medical diagnosis
Abstract-In this Study, Support Vector Machines and Adaptive- Network- Based Fuzzy Inference Systems are used in diagnosing acute nephritis disease and heart disease (Data is on cardiac Single Proton Emission Computed Tomography images). Each person...
Distributed Decision-Making Over Adaptive Networks
A Numerical Approach Based on Neuro-Fuzzy Systems for Obtaining Functional Inverse
Abstract: In this paper, a new and easy available numerical method is presented in calculation of functional
inverse. As for ANFIS (Adaptive Network based Fuzzy Inference System) model is available without great difficulty
in MATLAB...
A new and accurate fault location algorithm for combined transmission lines using Adaptive Network-Based Fuzzy Inference System
This paper presents a newand accurate algorithm for locating faults in a combined overhead transmission line with underground power cable using Adaptive Network-Based Fuzzy Inference System (ANFIS). The proposed method uses 10 ANFIS networks...