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IEEE Access, ISSN 2169-3536, 2019, Volume 7, pp. 33454 - 33463
Both wrapper and hybrid methods in feature selection need the intervention of learning algorithm to train parameters. The preset parameters and dataset are... 
Support vector machines | Training | Correlation | Feature selection | hybrid | nested cross-validation | Training data | Approximation algorithms | cross-validation | wrapper | Classification algorithms | Kernel | REGRESSION | ERROR RATE | FILTER | BIAS | COMPUTER SCIENCE, INFORMATION SYSTEMS | TELECOMMUNICATIONS | PREDICTION | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Journal of Econometrics, ISSN 0304-4076, 03/2012, Volume 167, Issue 1, pp. 38 - 46
We consider the problem of obtaining appropriate weights for averaging approximate (misspecified) models for improved estimation of an unknown conditional mean... 
MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | NONPARAMETRIC REGRESSION | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | SELECTION | GENERALIZED CROSS-VALIDATION | ASYMPTOTIC OPTIMALITY | Monte Carlo method | Analysis | Models | Heteroskedastic error | Quadratic programming | Non-nested model | Jackknife model averaging
Journal Article
Fisheries Research, ISSN 0165-7836, 12/2018, Volume 208, pp. 97 - 104
Estimating relative abundance indexes based on spatio-temporal variations in fishing effort has been one of the greatest challenges in fisheries sciences.... 
Spatio-temporal model | Integrated nested laplace approximation | Relative abundance index | Gaussian Markov Random Field | SYSTEM | FISHERIES | MODELS | INFORMATION | CROSS-VALIDATION | INFERENCE | Markov processes | Models | Fishing | Analysis
Journal Article
Computers and Geosciences, ISSN 0098-3004, 09/2018, Volume 118, pp. 1 - 13
An approach for using lasso (Least Absolute Shrinkage and Selection Operator) regression in creating sparse 3D models of soil properties for spatial prediction... 
Nested cross-validation | Spatial prediction | Interactions | Soil organic carbon | Lasso | STORAGE | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | GEOSCIENCES, MULTIDISCIPLINARY | ORGANIC-CARBON | CROSS-VALIDATION | SELECTION | Case studies | Soils | Models | Carbon content | Analysis
Journal Article
Water Resources Research, ISSN 0043-1397, 05/2009, Volume 45, Issue 5, pp. W05421 - n/a
Journal Article
Biomedical Signal Processing and Control, ISSN 1746-8094, 02/2018, Volume 40, pp. 415 - 424
Capsule Endoscopy (CE) is a non-invasive clinical procedure that allows examination of the entire gastrointestinal tract including parts of small intestine... 
Nested cross validation | Color features | Capsule endoscopy | Automated bleeding detection | Classifier fusion | SVM score | ENGINEERING, BIOMEDICAL | Algorithms | Endoscopy | Analysis | Gastrointestinal system | Methods | Detectors
Journal Article
Journal of Neuroscience Methods, ISSN 0165-0270, 10/2018, Volume 308, pp. 21 - 33
Journal Article
Transportation, ISSN 0049-4488, 2019, Volume 46, Issue 3, p. 563
Journal Article
IEEE Transactions on Biomedical Engineering, ISSN 0018-9294, 10/2017, Volume 64, Issue 10, pp. 2411 - 2418
Journal Article
MICROORGANISMS, ISSN 2076-2607, 03/2019, Volume 7, Issue 3, p. 79
Vaccination is an effective prevention of influenza infection. However, certain individuals develop a lower antibody response after vaccination, which may lead... 
vaccine immune response | nested cross-validation | ASSOCIATION INTERACTION NETWORK | EFFICACY | CROSS-VALIDATION | gene interaction | MICROBIOLOGY
Journal Article
Transportation Research Part B, ISSN 0191-2615, 11/2016, Volume 93, pp. 146 - 161
Journal Article