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Operator theory

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

Xiaodong Luo

published 11 Jul 2019

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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

published 05 Jul 2019

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

Xiaogang Huang, Dongge Lei, Lulu Cai, Tianhao Tang, Zhibin Wang

published 13 Jun 2019

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

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

published 07 Jun 2019

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

Md. Ashad Alam, Mohammd Shahjaman, Md. Ferdush Rahman, Fokhrul Hossain, Hong-Wen Deng

published 23 May 2019

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Regional level influenza study based on Twitter and machine learning method

Hongxin Xue, Yanping Bai, Hongping Hu, Haijian Liang

published 23 Apr 2019

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

Yangyang Song, Guohua Peng

published 19 Apr 2019

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Concurrent query processing in a GPU-based database system

Hao Li, Yi-Cheng Tu, Bo Zeng

published 16 Apr 2019

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

Heewon Chung, Hooseok Lee, Jinseok Lee

published 05 Apr 2019

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

Chunjiao Dong, Kun Xie, Xubin Sun, Miaomiao Lyu, Hao Yue

published 05 Apr 2019

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Kernel machine tests of association between brain networks and phenotypes

Alexandria M. Jensen, Jason R. Tregellas, Brianne Sutton, Fuyong Xing, Debashis Ghosh

published 21 Mar 2019

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

Yifei Yang, Maohui Zhang, Yuewei Dai

published 18 Mar 2019

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Financial time series forecasting using twin support vector regression

Deepak Gupta, Mahardhika Pratama, Zhenyuan Ma, Jun Li, Mukesh Prasad

published 13 Mar 2019

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