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Kernel methods

Evaluation of machine learning methods with Fourier Transform features for classifying ovarian tumors based on ultrasound images

José Martínez-Más, Andrés Bueno-Crespo, Shan Khazendar, Manuel Remezal-Solano, Juan-Pedro Martínez-Cendán, Sabah Jassim, Hongbo Du, Hisham Al Assam, Tom Bourne, Dirk Timmerman

published 26 Jul 2019

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The trade-off between fix rate and tracking duration on estimates of home range size and habitat selection for small vertebrates

Lucy J. Mitchell, Piran C. L. White, Kathryn E. Arnold

published 10 Jul 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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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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