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Kernel methods

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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A new method for modelling biological invasions from early spread data accounting for anthropogenic dispersal

Luca Butikofer, Beatrix Jones, Roberto Sacchi, Marco Mangiacotti, Weihong Ji

published 27 Nov 2018

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Estimation of neuronal firing rate using Bayesian Adaptive Kernel Smoother (BAKS)

Nur Ahmadi, Timothy G. Constandinou, Christos-Savvas Bouganis

published 21 Nov 2018

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Improving counterfactual reasoning with kernelised dynamic mixing models

Sonali Parbhoo, Omer Gottesman, Andrew Slavin Ross, Matthieu Komorowski, Aldo Faisal, Isabella Bon, Volker Roth, Finale Doshi-Velez

published 12 Nov 2018

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Efficient multi-task chemogenomics for drug specificity prediction

Benoit Playe, Chloé-Agathe Azencott, Véronique Stoven

published 04 Oct 2018

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Temporal clustering analysis of endothelial cell gene expression following exposure to a conventional radiotherapy dose fraction using Gaussian process clustering

Markus Heinonen, Fabien Milliat, Mohamed Amine Benadjaoud, Agnès François, Valérie Buard, Georges Tarlet, Florence d’Alché-Buc, Olivier Guipaud

published 03 Oct 2018

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Evaluation and evolution of bank efficiency considering heterogeneity technology: An empirical study from China

Zhujia Yin, Yantuan Yu, Jianhuan Huang

published 02 Oct 2018

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Visual object tracking challenges revisited: VOT vs. OTB

Sun Bei, Zuo Zhen, Luo Wusheng, Du Liebo, Lu Qin

published 27 Sep 2018

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Introducing chaos behavior to kernel relevance vector machine (RVM) for four-class EEG classification

Enzeng Dong, Guangxu Zhu, Chao Chen, Jigang Tong, Yingjie Jiao, Shengzhi Du

published 29 Jun 2018

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Efficient similarity-based data clustering by optimal object to cluster reallocation

Mathias Rossignol, Mathieu Lagrange, Arshia Cont

published 01 Jun 2018

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Novel vehicle detection system based on stacked DoG kernel and AdaBoost

Hyun Ho Kang, Seo Won Lee, Sung Hyun You, Choon Ki Ahn

published 07 Mar 2018

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Deblurring traffic sign images based on exemplars

Houjie Li, Tianshuang Qiu, Shengyang Luan, Haiyu Song, Linxiu Wu

published 07 Mar 2018

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Weighted functional linear regression models for gene-based association analysis

Nadezhda M. Belonogova, Gulnara R. Svishcheva, James F. Wilson, Harry Campbell, Tatiana I. Axenovich

published 08 Jan 2018

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