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Gaussian Process Regression
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Showing 151–175 of 270 papers
Title
Date
Tasks
Status
Hype
Slice-Connection Clustering Algorithm for Tree Roots Recognition in Noisy 3D GPR Data
Mar 8, 2022
Clustering
GPR
—
Unverified
0
Multi-model Ensemble Analysis with Neural Network Gaussian Processes
Feb 8, 2022
Gaussian Processes
GPR
—
Unverified
0
Global Optimization Networks
Feb 2, 2022
global-optimization
GPR
—
Unverified
0
A Probabilistic Framework for Dynamic Object Recognition in 3D Environment With A Novel Continuous Ground Estimation Method
Jan 27, 2022
Bayesian Inference
GPR
—
Unverified
0
Adaptive Outlier Detection for Power MOSFETs Based on Gaussian Process Regression
Jan 25, 2022
GPR
Outlier Detection
—
Unverified
0
Estimating the Direction and Radius of Pipe from GPR Image by Ellipse Inversion Model
Jan 25, 2022
GPR
—
Unverified
0
Mapping the Buried Cable by Ground Penetrating Radar and Gaussian-Process Regression
Jan 25, 2022
GPR
regression
—
Unverified
0
Adaptive Transfer Learning for Plant Phenotyping
Jan 14, 2022
BIG-bench Machine Learning
GPR
—
Unverified
0
Estimating Parameters of the Tree Root in Heterogeneous Soil Environments via Mask-Guided Multi-Polarimetric Integration Neural Network
Dec 27, 2021
GPR
—
Unverified
0
Solar photovoltaic power prediction using different machine learning methods
Nov 26, 2021
GPR
—
Unverified
0
Machine Learning Based Forward Solver: An Automatic Framework in gprMax
Nov 23, 2021
BIG-bench Machine Learning
Dimensionality Reduction
Code
Code Available
0
Learning-Based Repetitive Precision Motion Control with Mismatch Compensation
Nov 19, 2021
GPR
—
Unverified
0
Machine Learning-Based Assessment of Energy Behavior of RC Shear Walls
Nov 16, 2021
BIG-bench Machine Learning
feature selection
—
Unverified
0
Automated Translation of Rebar Information from GPR Data into As-Built BIM: A Deep Learning-based Approach
Oct 28, 2021
GPR
Translation
—
Unverified
0
Learning curves for Gaussian process regression with power-law priors and targets
Oct 23, 2021
GPR
regression
—
Unverified
0
Data Driven Prediction of Battery Cycle Life Before Capacity Degradation
Oct 19, 2021
GPR
regression
—
Unverified
0
Satellite galaxy abundance dependency on cosmology in Magneticum simulations
Oct 11, 2021
GPR
Code
Code Available
0
Normative Modeling using Multimodal Variational Autoencoders to Identify Abnormal Brain Structural Patterns in Alzheimer Disease
Oct 10, 2021
GPR
—
Unverified
0
Time Series Forecasting Using Manifold Learning
Oct 7, 2021
EEG
Electroencephalogram (EEG)
—
Unverified
0
Modelling Arbitrary Complex Dielectric Properties -- an automated implementation for gprMax
Sep 4, 2021
GPR
Code
Code Available
0
Moving average options: Machine Learning and Gauss-Hermite quadrature for a double non-Markovian problem
Aug 25, 2021
GPR
regression
—
Unverified
0
Select Wisely and Explain: Active Learning and Probabilistic Local Post-hoc Explainability
Aug 16, 2021
Active Learning
Gaussian Processes
Code
Code Available
0
Adaptive Selection of Informative Path Planning Strategies via Reinforcement Learning
Aug 14, 2021
GPR
Prediction
—
Unverified
0
Active Learning for Saddle Point Calculation
Aug 10, 2021
Active Learning
Computational chemistry
—
Unverified
0
Computational modelling and data-driven homogenisation of knitted membranes
Jul 12, 2021
GPR
—
Unverified
0
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