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Application of Artificial Neural Networks in Geoinformatics

Lee, Saro

2018

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Suspended sediment load prediction of river systems: An artificial neural network approach

Agricultural water management, 2011-03, Vol.98 (5), p.855-866

2011

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ANN-Based Binary Backtracking Search Algorithm for VPP Optimal Scheduling and Cost-Effective Evaluation

IEEE transactions on industry applications, 2021-11, Vol.57 (6), p.5603-5613

2021

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Solving Two-Dimensional Scattering From Multiple Dielectric Cylinders by Artificial Neural Network Accelerated Numerical Green's Function

IEEE antennas and wireless propagation letters, 2021-05, Vol.20 (5), p.783-787

2021

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Linking the past, present and future scenarios of soil erosion modeling in a river basin

Global journal of environmental science and management, 2021-07, Vol.7 (3), p.457-472

2021

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Boltzmann Machine Using Superconducting Circuits

IEEE transactions on applied superconductivity, 2022-06, Vol.32 (4), p.1-5

2022

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Digital Implementation of a Single Dynamical Node Reservoir Computer

IEEE transactions on circuits and systems. II, Express briefs, 2015-10, Vol.62 (10), p.977-981

2015

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Applied Artificial Neural Networks

Dawson, Christian

2016

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A comparison between artificial neural network algorithms and empirical equations applied to submerged weir scour evolution prediction

International journal of sediment research, 2023-02, Vol.38 (1), p.105-114

2023

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Artificial neural network (ANN) based model predictive control (MPC) and optimization of HVAC systems: A state of the art review and case study of a residential HVAC system

Energy and buildings, 2017-04, Vol.141, p.96-113

2017

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Optimization of Maceration Conditions for Improving the Extraction of Phenolic Compounds and Antioxidant Effects of Momordica Charantia L. Leaves Through Response Surface Methodology (RSM) and Artificial Neural Networks (ANNs)

Analytical letters, 2019-09, Vol.52 (13), p.2150-2163

2019

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Weighting Factor Design in Model Predictive Control of Power Electronic Converters: An Artificial Neural Network Approach

IEEE transactions on industrial electronics (1982), 2019-11, Vol.66 (11), p.8870-8880

2019

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Artificial Neural Network (ANN) - Bayesian Probability Framework (BPF) based method of dynamic force reconstruction under multi-source uncertainties

Knowledge-based systems, 2022-02, Vol.237, p.107796, Article 107796

2022

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An efficient artificial neural network for damage detection in bridges and beam-like structures by improving training parameters using cuckoo search algorithm

Engineering structures, 2019-11, Vol.199, p.109637, Article 109637

2019

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Multivalued Neural Network Inverse Modeling and Applications to Microwave Filters

IEEE transactions on microwave theory and techniques, 2018-08, Vol.66 (8), p.3781-3797

2018

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Model Predictive Control Using Artificial Neural Network for Power Converters

IEEE transactions on industrial electronics (1982), 2022-04, Vol.69 (4), p.3689-3699

2022

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Artificial Neural Network-Based Compact Modeling Methodology for Advanced Transistors

IEEE transactions on electron devices, 2021-03, Vol.68 (3), p.1318-1325

2021

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Novel Analog Implementation of a Hyperbolic Tangent Neuron in Artificial Neural Networks

IEEE transactions on industrial electronics (1982), 2021-11, Vol.68 (11), p.10856-10867

2021

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Prognosis of Bearing Acoustic Emission Signals Using Supervised Machine Learning

IEEE transactions on industrial electronics (1982), 2018-07, Vol.65 (7), p.5864-5871

2018

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Application of Artificial Neural Networks for Catalysis: A Review

Catalysts, 2017-10, Vol.7 (10), p.306

2017

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Optimal Cost Function Parameter Design in Predictive Torque Control (PTC) Using Artificial Neural Networks (ANN)

IEEE transactions on industrial electronics (1982), 2021-08, Vol.68 (8), p.7309-7319

2021

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Deep Learning for Irregularly and Regularly Missing 3-D Data Reconstruction

IEEE transactions on geoscience and remote sensing, 2021-07, Vol.59 (7), p.6244-6265

2021

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Improved ANN technique combined with Jaya algorithm for crack identification in plates using XIGA and experimental analysis

Theoretical and applied fracture mechanics, 2020-06, Vol.107, p.102554, Article 102554

2020

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Multiparameter Modeling With ANN for Antenna Design

IEEE transactions on antennas and propagation, 2018-07, Vol.66 (7), p.3718-3723

2018

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Use of Machine Learning and Artificial Intelligence to predict SARS-CoV-2 infection from Full Blood Counts in a population

International immunopharmacology, 2020-09, Vol.86, p.106705-106705, Article 106705

2020

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Application of Artificial Neural Networks in Geoinformatics

Suspended sediment load prediction of river systems: An artificial neural network approach

ANN-Based Binary Backtracking Search Algorithm for VPP Optimal Scheduling and Cost-Effective Evaluation

Solving Two-Dimensional Scattering From Multiple Dielectric Cylinders by Artificial Neural Network Accelerated Numerical Green's Function

Linking the past, present and future scenarios of soil erosion modeling in a river basin

Boltzmann Machine Using Superconducting Circuits

Digital Implementation of a Single Dynamical Node Reservoir Computer

Applied Artificial Neural Networks

A comparison between artificial neural network algorithms and empirical equations applied to submerged weir scour evolution prediction

Artificial neural network (ANN) based model predictive control (MPC) and optimization of HVAC systems: A state of the art review and case study of a residential HVAC system

Optimization of Maceration Conditions for Improving the Extraction of Phenolic Compounds and Antioxidant Effects of Momordica Charantia L. Leaves Through Response Surface Methodology (RSM) and Artificial Neural Networks (ANNs)

Weighting Factor Design in Model Predictive Control of Power Electronic Converters: An Artificial Neural Network Approach

Artificial Neural Network (ANN) - Bayesian Probability Framework (BPF) based method of dynamic force reconstruction under multi-source uncertainties

An efficient artificial neural network for damage detection in bridges and beam-like structures by improving training parameters using cuckoo search algorithm

Multivalued Neural Network Inverse Modeling and Applications to Microwave Filters

Model Predictive Control Using Artificial Neural Network for Power Converters

Artificial Neural Network-Based Compact Modeling Methodology for Advanced Transistors

Novel Analog Implementation of a Hyperbolic Tangent Neuron in Artificial Neural Networks

Prognosis of Bearing Acoustic Emission Signals Using Supervised Machine Learning

Application of Artificial Neural Networks for Catalysis: A Review

Optimal Cost Function Parameter Design in Predictive Torque Control (PTC) Using Artificial Neural Networks (ANN)

Deep Learning for Irregularly and Regularly Missing 3-D Data Reconstruction

Improved ANN technique combined with Jaya algorithm for crack identification in plates using XIGA and experimental analysis

Multiparameter Modeling With ANN for Antenna Design

Use of Machine Learning and Artificial Intelligence to predict SARS-CoV-2 infection from Full Blood Counts in a population

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