Results 261 to 270 of about 869,216 (289)

Smooth twin support vector regression

Neural Computing and Applications, 2010
Twin support vector regression (TSVR) was proposed recently as a novel regressor that tries to find a pair of nonparallel planes, i.e., e-insensitive up- and down-bounds, by solving two related SVM-type problems. However, it may incur suboptimal solution since its objective function is positive semi-definite and the lack of complexity control. In order
Xiaobo Chen, Jian Yang, Jun Liang, Qiaolin Ye   +3 more
openaire   +1 more source

On Weighted Support Vector Regression

Quality and Reliability Engineering International, 2014
We propose a new type of weighted support vector regression (SVR), motivated by modeling local dependencies in time and space in prediction of house prices. The classic weights of the weighted SVR are added to the slack variables in the objective function (OF‐weights). This procedure directly shrinks the coefficient of each observation in the estimated
Han, Xixuan, Clemmensen, Line
openaire   +2 more sources

Indefinite Support Vector Regression

2017
Non-metric proximity measures got wide interest in various domains such as life sciences, robotics and image processing. The majority of learning algorithms for these data are focusing on classification problems. Here we derive a regression algorithm for indefinite data representations based on the support vector machine.
openaire   +1 more source

Support vector regression

2020
Fan Zhang, Lauren J. O'Donnell
openaire   +1 more source

Viral vector platforms within the gene therapy landscape

Signal Transduction and Targeted Therapy, 2021
Phillip W L Tai, Guangping Gao
exaly  

Support Vector Regression for Time Series Analysis

2011
In the recent years, Support Vector Machines (SVMs) have demonstrated their capability in solving classification and regression problems. SVMs are closely related to classical multilayer perceptron Neural Networks (NN). The main advantage of SVM is that their optimal weights can be obtained by solving a quadratic programming problem with linear ...
openaire   +2 more sources

Safety and immunogenicity of an rAd26 and rAd5 vector-based heterologous prime-boost COVID-19 vaccine in two formulations: two open, non-randomised phase 1/2 studies from Russia

Lancet, The, 2020
Denis Y Logunov, Inna V Dolzhikova, Amir I Tukhvatulin   +2 more
exaly  

Adeno-associated virus vector as a platform for gene therapy delivery

Nature Reviews Drug Discovery, 2019
Dan Wang, Phillip W L Tai, Guangping Gao
exaly  

Controlling vector-borne diseases by releasing modified mosquitoes

Nature Reviews Microbiology, 2018
Heather A Flores, Scott L O'neill
exaly  

Drivers, dynamics, and control of emerging vector-borne zoonotic diseases

Lancet, The, 2012
A Marm Kilpatrick
exaly