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7 589-paper_ pdf ORIGINALITY REPORT 23% SIMILARIT Y INDEX PRIMARY SOURCES Peng, X.. "The robust and efficient adaptive normal direction support vector regression", Expert Systems With Applications, Xu, Shuo, Xin An, Xiaodong Qiao, Lijun Zhu, and Lin 70 words 2% Li. "Multi-Output Least-Squares Support Vector Regression Machines", Pattern Recognition Letters, Wang, Ran, Sam Kwong, Degang Chen, and Jingjing Cao. "A vector-valued support vector machine model for multiclass problem", Information Sciences, Peng, X.. "Primal twin support vector regression and its sparse approximation", Neurocomputing, Liu, G.. "Multi-output regression on the output manifold", Pattern Recognition, Xu, Y.. "A weighted twin support vector regression", Knowledge-Based Systems, words 4% 52 words 1% 42 words 1% 34 words 1% 31 words 1% 25 words 1% 8 Fuwen Hu. "Modelling and Simulation of Milling Forces 21 words 1% Using an Arbitrary Lagrangian Eulerian Finite Element Method and Support Vector Regression", Journal of

8 9 10 Optimization Theory and Applications, 10/01/2011 Daniel T. H. Lai. "Quaternionic and complex-valued 20 words 1% Support Vector Regression for Equalization and Function Approximation", 2007 International Joint Conference on Neural Networks, 08/2007 ieee-project.in 20 words 1% 11 eprints.whiterose.ac.uk 19 words 1% Peng, X.. "Efficient twin parametric insensitive support vector regression model", Neurocomputing, Ye, Ya-Fen, Hui Cao, Lan Bai, Zhen Wang, and Yuan- 19 words 1% Hai Shao. "Exploring Determinants of Inflation in China based on L1- -Twin Support Vector Regression", Procedia Computer Science, lem.cnrs.fr Lee, Jaehun, Wooyong Chung, and Euntai Kim. "A new kernelized approach to wireless sensor network localization", Information Sciences, Wang, W.. "Determination of the spread parameter in the Gaussian kernel for classification and regression", Neurocomputing, Guan, Zhitao, Nan Sun, Yue Xu, and Tingting Yang. "A comprehensive survey of false data injection in smart grid", International Journal of Wireless and Mobile Computing, words 1% 15 words < 1% 15 words < 1% 15 words < 1% 15 words < 1%

9 hivbook.files.wordpress.com ufdcimages.uflib.ufl.edu HEESUNG KWON. "NONLINEAR CHEMICAL PLUME DETECTION USING KERNEL-BASED MATCHED SUBSPACE DETECTORS", International Journal of High Speed Electronics and Systems, 2007 Xuejun Chen and Suling Zhu. "Improved Hybrid Model Based on Support Vector Regression Machine for Monthly Precipitation Forecasting", Journal of Computers, Publicat ions Xinjun Peng. "Robust minimum class variance twin support vector machine classifier", Neural Computing and Applications, 01/05/2012 Knudsen, Brage Rugstad, and Bjarne Foss. "Shutin based production optimization of shale-gas systems", Computers & Chemical Engineering, Zhao, Yong-Ping, Jing Zhao, and Min Zhao. "Twin least squares support vector regression", Neurocomputing, tnnls.org Sanchez-Fernandez, Matilde de-prado-cump. "SVM multiregression for nonlinear channel 13 words < 1% 12 words < 1% 12 words < 1% 12 words < 1% 11 words < 1% 10 words < 1% 10 words < 1% 10 words < 1% 10 words < 1% 10 words < 1%

10 estimation in multiple-input multiple-output systems.(supp", IEEE Transactions on Signal Processing, August 2004 Issue Publicat ions Yitian Xu. "A rough margin-based ν-twin support vector machine", Neural Computing and Applications, 03/05/ cbcl.mit.edu kitty-kids.net YITIAN XU. "A Novel Twin Support Vector Regression", Journal of Information Science & Engineering, Publicat ions liama.ia.ac.cn S. S. Keerthi. "Improvements to Platt's SMO Algorithm for SVM Classifier Design", Neural Computation, 03/2001 Peng, X.. "TSVR: An efficient Twin Support Vector Machine for regression", Neural Networks, M. Brudnak. "Vector-Valued Support Vector Regression", The 9 words < 1% 9 words < 1% 9 words < 1%

11 2006 IEEE International Joint Conference on Neural Network Proceedings, words < 1 % Aguirre, L.A.. "Nonlinear multivariable modeling and analysis of sleep apnea time series", Computers in Biology and Medicine, Tabatabaee, Nader, Mojtaba Ziyadi, and Yousef Shafahi. "Two-Stage Support Vector Classifier and Recurrent Neural Network Predictor for Pavement Performance Modeling", Journal of Infrastructure Systems, Ping Zhong. "Training twin support vector regression via linear programming", Neural Computing and Applications, 02/04/2011 Manaf, Nur'azah Abdul; Gafurjan, Ibragimov; Abu Bakar, Mohd. Rizam and Aljawadi, Bader. "Exploring Reproducing Kernel Hilbert Space and its Application to Survival Data", Journal of Applied Sciences Research, Publicat ions Sheng Bao-Huai; Chen Zhi-Xiang; Wang Jian-Li and Ye Pei-Xin. "Learning Rates of Tikhonov Regularized Regressions Based on Sample Dependent RKHS", Journal of Computational Analysis & Applications, Publicat ions COMPEL: The International Journal for Computation and Mathematics in Electrical and Electronic Engineering, Volume 32, Issue 5 ( ) Publicat ions Wei Zhang,, Xianhui Liu, Deming Shi, and Weidong Wang. "Decremental multi-output least square SVR learning", 2011 IEEE International Conference on Computer 7 words < 1% 7 words < 1% 6 words < 1% 6 words < 1% 6 words < 1%

12 46 Science and Automation Engineering, Ge, L.. "On Maximal Injective Subalgebras of Factors", Advances in Mathematics, words < 1% EXCLUDE QUOTES ON EXCLUDE BIBLIOGRAPHY ON EXCLUDE MATCHES OFF

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