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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, [ ... ], Dirk Timmerman

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

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

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

Luca Butikofer, Beatrix Jones, [ ... ], Weihong Ji

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

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

Improving counterfactual reasoning with kernelised dynamic mixing models

Sonali Parbhoo, Omer Gottesman, [ ... ], Finale Doshi-Velez

Efficient multi-task chemogenomics for drug specificity prediction

Benoit Playe, Chloé-Agathe Azencott, Véronique Stoven

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

Markus Heinonen, Fabien Milliat, [ ... ], Olivier Guipaud

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

Zhujia Yin, Yantuan Yu, Jianhuan Huang

Visual object tracking challenges revisited: VOT vs. OTB

Sun Bei, Zuo Zhen, [ ... ], Lu Qin

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

Enzeng Dong, Guangxu Zhu, [ ... ], Shengzhi Du

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

Mathias Rossignol, Mathieu Lagrange, Arshia Cont

Novel vehicle detection system based on stacked DoG kernel and AdaBoost

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

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