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Operator theory

Ensemble-based kernel learning for a class of data assimilation problems with imperfect forward simulators

Xiaodong Luo

Characterization of the non-stationary nature of steady-state visual evoked potentials using echo state networks

David Ibáñez-Soria, Aureli Soria-Frisch, Jordi Garcia-Ojalvo, Giulio Ruffini

Heave compensation prediction based on echo state network with correntropy induced loss function

Xiaogang Huang, Dongge Lei, [ ... ], Zhibin Wang

Functional form estimation using oblique projection matrices for LS-SVM regression models

Alexander Caicedo, Carolina Varon, Sabine Van Huffel, Johan A. K. Suykens

Gene shaving using a sensitivity analysis of kernel based machine learning approach, with applications to cancer data

Md. Ashad Alam, Mohammd Shahjaman, [ ... ], Hong-Wen Deng

Regional level influenza study based on Twitter and machine learning method

Hongxin Xue, Yanping Bai, Hongping Hu, Haijian Liang

A fast two-stage active contour model for intensity inhomogeneous image segmentation

Yangyang Song, Guohua Peng

Concurrent query processing in a GPU-based database system

Hao Li, Yi-Cheng Tu, Bo Zeng

State-dependent Gaussian kernel-based power spectrum modification for accurate instantaneous heart rate estimation

Heewon Chung, Hooseok Lee, Jinseok Lee

Roadway traffic crash prediction using a state-space model based support vector regression approach

Chunjiao Dong, Kun Xie, [ ... ], Hao Yue

Kernel machine tests of association between brain networks and phenotypes

Alexandria M. Jensen, Jason R. Tregellas, [ ... ], Debashis Ghosh

A Fuzzy Comprehensive CS-SVR Model-based health status evaluation of radar

Yifei Yang, Maohui Zhang, Yuewei Dai

Financial time series forecasting using twin support vector regression

Deepak Gupta, Mahardhika Pratama, [ ... ], Mukesh Prasad

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