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International Journal of Electrical Power and Energy Systems, ISSN 0142-0615, 05/2015, Volume 67, pp. 431 - 438
Journal Article
Chemosphere, ISSN 0045-6535, 2010, Volume 78, Issue 3, pp. 327 - 334
Accurate description of hormetic dose–response curves (DRC) is a key step for the determination of the efficacy and hazards of the pollutants with the hormetic... 
Organic solvent | J-shaped | Hormesis | Pesticide | SVR | LS-SVR | MIXTURES | ENVIRONMENTAL SCIENCES | Q67 | MODELS | TOXICITY | BIOASSAY | Dose-Response Relationship, Drug | Least-Squares Analysis | Toxicity Tests - methods | Pesticides - toxicity | Solvents - toxicity | Tetrahydrofuran | Nitriles | Ethers | Organic solvents | Analysis | Index Medicus
Journal Article
Pattern Recognition Letters, ISSN 0167-8655, 07/2013, Volume 34, Issue 9, pp. 1078 - 1084
► We propose a novel multi-output regression approach, Multi-output LS-SVR (MLS-SVR). ► This approach considers the underlying (potentially nonlinear) cross... 
Least-squares support vector regression machine (LS-SVR) | Multiple task learning (MTL) | Multi-output LS-SVR (MLS-SVR) | Positive definite matrix | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Machinery | Magneto-electric machines | Algorithms
Journal Article
Applied Energy, ISSN 0306-2619, 04/2017, Volume 191, pp. 521 - 530
Journal Article
Neurocomputing, ISSN 0925-2312, 10/2013, Volume 118, pp. 225 - 236
In this paper, combining the spirit of twin hyperplanes with the fast speed of least squares support vector regression (LSSVR) yields a new regressor, termed... 
Support vector regression | Support vector machine | Least squares | Kernel method | PRUNING ERROR MINIMIZATION | SPARSE APPROXIMATION | MACHINE CLASSIFIERS | FUNCTION APPROXIMATION | CLASSIFICATION | NETWORKS | IMPROVEMENTS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Algorithms | Support vector machines | Furnaces | Computation | Least squares method | Data sets | Hyperplanes
Journal Article
Physical Chemistry Chemical Physics, ISSN 1463-9076, 06/2011, Volume 13, Issue 24, pp. 11710 - 11718
Journal Article
Pattern Recognition, ISSN 0031-3203, 2009, Volume 42, Issue 5, pp. 837 - 842
Combining reduced technique with iterative strategy, we propose a recursive reduced least squares support vector regression. The proposed algorithm chooses the... 
Reduced technique | Parsimoniousness | Iterative strategy | Least squares support vector regression | Classification | PRUNING ERROR MINIMIZATION | MACHINES | SVM REGRESSION | SMO ALGORITHM | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | KERNEL RIDGE-REGRESSION | ENGINEERING, ELECTRICAL & ELECTRONIC | Analysis | Algorithms
Journal Article
Journal of Hydrology, ISSN 0022-1694, 09/2015, Volume 528, pp. 312 - 320
Journal Article