Výsledky vyhledávání - Bayesian regularization algorithm

Prediction of GPS-TEC on Mw>5 Earthquake Days Using Bayesian Regularization Backpropagation Algorithm Autor Karatay, Secil, Gul, Saide Eda

“… In this study, a Feed Forward Backpropagation Artificial Neural Network Bayesian Regularization algorithm is applied to detect the seismic disturbances and anomalies by predicting GPS-TEC on earth…”
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The use of artificial neural network (ANN) in dry flue gas desulphurization modelling: Levenberg–Marquardt (LM) and Bayesian regularization (BR) algorithm comparison Autor Makomere, Robert, Rutto, Hilary, Koech, Lawrence, Banza, Musamba

“…) in mapping dry flue gas desulphurization (DFGD). Bayesian regularization (BR) and Levenberg–Marquardt (LM) training algorithms were used for DFGD modelling…”
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Artificial Neural Network Modeling of a CMOS Differential Low-Noise Amplifier Using the Bayesian Regularization Algorithm Autor Subburaman, Bhuvaneshwari, Thangaraj, Vignesh, Balu, Vadivel, Pandyan, Uma Maheswari, Kulkarni, Jayshri

“…The purpose of this communication is to present the modeling of an Artificial Neural Network (ANN) for a differential Complementary Metal Oxide Semiconductor…”
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Modeling of a high gain two stage pHEMT LNA using ANN with Bayesian regularization algorithm Autor Thangaraj, Vignesh, Elangeswaran, Srie Vidhya Janani, Subburaman, Bhuvaneshwari, Kulkarni, Jayshri

“…% accuracy is achieved for PatternNet Bayesian regularization algorithm with less number of hidden layers and also it is found that the simulation results are almost similar to the developed ANN…”
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Predictive Abilities of Bayesian Regularization and Levenberg–Marquardt Algorithms in Artificial Neural Networks: A Comparative Empirical Study on Social Data Autor Kayri, Murat

“…) was used for analyzing the Bayesian regularization and Levenberg–Marquardt learning algorithms…”
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Machine learning-based Bayesian regularization algorithm for thermal analysis of tri-hybrid nanofluid flow over a stretched sheet Autor Imran, Muhammad, Hussain, Mohib, Jia, Wantao, Shah, Nehad Ali, Ali, Bagh

“…Tri-hybrid nanofluids, which consist of three different nanoparticles dispersed in a base fluid, have shown excessive potential as a new generation of thermal…”
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Optimal BRA based electric demand prediction strategy considering instance‐based learning of the forecast factors Autor Waseem, Muhammad, Lin, Zhenzhi, Liu, Shengyuan, Jinai, Zhang, Rizwan, Mian, Sajjad, Intisar Ali

“…‐Bayesian regularization algorithm (BRA) based on ANN for LF is presented. The effect of the number of neurons in hidden layers…”
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Machine learning analysis based on Bayesian regularization algorithm for the thermal bioconvection flow of Boger nanofluid in the presence of gyrotactic microbes: enzyme-based biosensor applications Autor Shaaban, Shaaban M., Elhag, Ahmed Babeker, Jaghdam, Ines Hilali, Toshpulatova, Mamurakhon, Abbas, Munawar, Mahariq, Ibrahim, Bayram, Mustafa, Sajjad, Mohammad Saqlain

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5 Earthquake Days Using Bayesian Regularization Backpropagation Algorithm Autor Karatay, Secil, Saide Eda Gul

“… In this study, a feed-forward back propagation artificial neural network (ANN) Bayesian regularization (BR…”
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Artificial neural network optimized by Bayesian-regularization algorithm to solve the convective flow of trihybrid nanofluid with LTNECs and thermal radiation Autor Abbas, Munawar, Medani, Mohamed, Elaissi, Samira, Adnan OTHMAN, Nashwan, Zayani, Hafedh Mahmoud, Shafique, Muhammad, Khan, Ilyas, Ben Khedher, Nidhal

“…The aim of this study is to examine an artificial intelligence neural network based on the Intelligent Bayesian-Regularization optimizer to evaluate the effect of thermal radiation on the trihybrid…”
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Optimization of Optical Machine Structure by Backpropagation Neural Network Based on Particle Swarm Optimization and Bayesian Regularization Algorithms Autor Zhang, Xinyong, Sun, Liwei

“… The backpropagation neural network method based on particle swarm optimization and Bayesian regularization algorithms (called BMPB…”
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Data-driven prediction of convective heat transfer coefficients in internal walls of aero-engine bearing chambers using Mind Evolution Algorithm-Enhanced Bayesian regularization neural networks Autor Wang, Jiang, Pan, Yingxiu, Wang, Yechun, Guo, Liejin

“…•Validated heat transfer predictions using regression and neural network models.•Enhanced accuracy with a Bayesian regularization neural network model…”
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Bayesian regularization restoration algorithm for photon counting images Autor Li, Ying, Yin, Liju, Wang, Zhenzhou, Pan, Jinfeng, Gao, Mingliang, Zou, Guofeng, Liu, Jiansi, Wang, Lei

“… Bayesian estimation is a classical approach for photon counting image restoration and regularization has also been widely used in image processing…”
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Bayesian Regularization Algorithm Based Recurrent Neural Network Method and NSGA-II for the Optimal Design of the Reflector Autor Zhang, Xinyong, Sun, Liwei, Qi, Lingtong

“…The optical-mechanical system of a space camera is composed of several complex components, and the effects of several factors (weight, gravity, modal…”
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A Predictive Model for Solar Photovoltaic Power using the Levenberg-Marquardt and Bayesian Regularization Algorithms and Real-Time Weather Data Autor H., Mohammad, Younis, Ola, M., Sofyan

“…) and Bayesian Regularization (BR) algorithms and real-time weather data. The correlations between the global solar irradiance, temperature, solar photovoltaic power…”
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Application of Bayesian Regularization Algorithm for Evaluation of Performance Software Complexity Prediction Model Based on Requirement Autor Wartika, Gaol, Ford Lumban, Nugroho, Ariadi, Abbas, Bahtiar Saleh

“…Model performance evaluation is a method and process of evaluating the model that has been built. The model that will be evaluated is software complexity…”
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Robust prediction of workability properties for 3D printing with steel slag aggregate using bayesian regularization and evolution algorithm Autor Van Tran, Mien, Ly, Duy-Khuong, Nguyen, Tan, Tran, Nhi

“…This study addresses the growing interest in utilizing steel slag as a sustainable alternative to river sand in additive manufacturing of concrete, driven by…”
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A Comparative Analysis of the Bayesian Regularization and Levenberg–Marquardt Training Algorithms in Neural Networks for Small Datasets: A Metrics Prediction of Neolithic Laminar Artefacts Autor Troiano, Maurizio, Nobile, Eugenio, Mangini, Fabio, Mastrogiuseppe, Marco, Conati Barbaro, Cecilia, Frezza, Fabrizio

“…This study aims to present a comparative analysis of the Bayesian regularization backpropagation and Levenberg…”
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Structural damage identification using improved Jaya algorithm based on sparse regularization and Bayesian inference Autor Ding, Zhenghao, Li, Jun, Hao, Hong

“…•This paper proposes an improved Jaya algorithm for damage identification.•Objective function is improved based on sparse regularization and Bayesian inference…”
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Comparison of Levenberg-Marquardt and Bayesian Regularization Learning Algorithms for Daily Runoff Forecasting Autor Bor, Asli, Okan, Merve

“…In this study, Multilayer Perceptron (MLP) with Levenberg-Marquardt and Bayesian Regularization algorithms machine learning methods are compared for modeling of the rainfall-runoff process…”
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