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IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 07/2015, Volume 26, Issue 7, pp. 1403 - 1416
Journal Article
Neural Networks, ISSN 0893-6080, 07/2015, Volume 67, pp. 140 - 150
The ν-Support Vector Regression (ν-SVR) is an effective regression learning algorithm, which has the advantage of using a parameter ν on controlling the number... 
Incremental learning | [formula omitted]-Support Vector Regression | Support vector machine | Online learning | ν-Support Vector Regression | Linear Models | Algorithms | Support Vector Machine | Machine Learning | Humans | Normal Distribution
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 12/2015, Volume 247, Issue 3, pp. 831 - 846
•We introduce a hybrid Rolling Genetic Algorithm-Support Vector Regression (RG-SVR) model.•In the RG-SVR, a GA is applied for optimal parameter selection and... 
Exchange rates | Support vector regression | Forecast combinations | Feature subset | Genetic algorithms | PERFORMANCE | BANKRUPTCY | PARAMETERS | PREDICTION | FEATURE-SELECTION | NONLINEAR MODELS | MACHINES | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | NEURAL-NETWORKS | TIME-SERIES | OPTIMIZATION | Prices and rates | Usage | Analysis | Foreign exchange | Financial planning
Journal Article
Neurocomputing, ISSN 0925-2312, 07/2016, Volume 197, pp. 53 - 68
Journal Article
PloS one, ISSN 1932-6203, 2019, Volume 14, Issue 9, p. e0223223
[This corrects the article DOI: 10.1371/journal.pone.0214866.]. 
Support vector machines | Regression models | Roads | State space models | Traffic accidents
Journal Article
Statistics and Computing, ISSN 0960-3174, 8/2004, Volume 14, Issue 3, pp. 199 - 222
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 01/2015, Volume 240, Issue 2, pp. 528 - 538
•New support vector regression (SVR) techniques are applied to recovery rates of corporate bonds.•The proposed techniques outperform other methods... 
Loss given default | Support vector regression | Recovery rate | Credit risk modelling | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | Models | Vector spaces | Regression analysis | Methods
Journal Article
Neurocomputing, ISSN 0925-2312, 10/2016, Volume 211, pp. 84 - 97
The present study suggest modified twin support vector regression (MTSVR) for data regression. In the MTSVR model, the regression function is determined using... 
Successive Overrelaxation | Modified twin support vector regression | Particle Swarm Optimization | MACHINE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ALGORITHM | Mathematical optimization | Analysis
Journal Article