The concept for Gaussian process model based system identification toolbox

2007 ◽  
Author(s):  
Juš Kocijan ◽  
Kristjan Ažman ◽  
Alexandra Grancharova
Keyword(s):  
System Identification ◽  
Gaussian Process ◽  
Process Model ◽  
Gaussian Process Model ◽  
Model Based

A Gaussian Process Model Based Generative Framework for Data Augmentation of Multi-modal 3D Image Volumes

2020 ◽  
pp. 90-100
Author(s):  
Nicolas H. Nbonsou Tegang ◽  
Jean-Rassaire Fouefack ◽  
Bhushan Borotikar ◽  
Valérie Burdin ◽  
Tania S. Douglas ◽  
...  
Keyword(s):  
Gaussian Process ◽  
Process Model ◽  
Data Augmentation ◽  
3D Image ◽  
Gaussian Process Model ◽  
Model Based

Practical Application Study of Gaussian Process Model in Construction Project Cost Estimation

2013 ◽  
Vol 671-674 ◽  
pp. 3100-3106
Author(s):  
Xin Liang Liu ◽  
Tao Yin ◽  
Guo Dong Wu
Keyword(s):  
Gaussian Process ◽  
Cost Estimation ◽  
Process Model ◽  
Critical Factor ◽  
Estimation Model ◽  
Project Cost ◽  
Gaussian Process Model ◽  
Model Based ◽  
Cost Estimation Model ◽  
Construction Project Cost

Early understanding of construction cost represents a critical factor of a feasibility study in the early design phase of a project. A new project cost estimation model based on Gaussian Process was proposed. Gaussian Process model theory was introduced, and project cost estimation model based on Gaussian Process’ flow chart was analyzed in detail. Through example analysis, project cost estimation model based on Gaussian Process using Nelder-Mead and genetic algorithms algorithm was proven feasible for this problem and represented accuracy than BP neural network.

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