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Kernel methods

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

Deblurring traffic sign images based on exemplars

Houjie Li, Tianshuang Qiu, [ ... ], Linxiu Wu

Weighted functional linear regression models for gene-based association analysis

Nadezhda M. Belonogova, Gulnara R. Svishcheva, [ ... ], Tatiana I. Axenovich

Distributed smoothed tree kernel for protein-protein interaction extraction from the biomedical literature

Gurusamy Murugesan, Sabenabanu Abdulkadhar, Jeyakumar Natarajan

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