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Kernel functions

Kernel-based Gaussian process for anomaly detection in sparse gamma-ray data

Gregory R. Romanchek, Zheng Liu, Shiva Abbaszadeh

published 23 Jan 2020

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Modeling aggressive market order placements with Hawkes factor models

Hai-Chuan Xu, Wei-Xing Zhou

published 10 Jan 2020

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A Bayesian Monte Carlo approach for predicting the spread of infectious diseases

Olivera Stojanović, Johannes Leugering, Gordon Pipa, Stéphane Ghozzi, Alexander Ullrich

published 18 Dec 2019

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Machine learning algorithm validation with a limited sample size

Andrius Vabalas, Emma Gowen, Ellen Poliakoff, Alexander J. Casson

published 07 Nov 2019

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Optimally adjusted last cluster for prediction based on balancing the bias and variance by bootstrapping

Jeongwoo Kim

published 04 Nov 2019

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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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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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