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Kernel methods

A deep graph convolutional neural network architecture for graph classification

Yuchen Zhou, Hongtao Huo, Zhiwen Hou, Fanliang Bu

Iterative deep neural networks based on proximal gradient descent for image restoration

Ting Lv, Zhenkuan Pan, [ ... ], Xiatao Sun

Skip-layer network with optimization method for domain adaptive detection

Qian Xu, Ying Li, [ ... ], Hongmin Cai

Instance segmentation convolutional neural network based on multi-scale attention mechanism

Wang Gaihua, Lin Jinheng, [ ... ], Zhang Tianlun

A random subspace ensemble classification model for discrimination of power quality events in solar PV microgrid power network

Arangarajan Vinayagam, Mohammad Lutfi Othman, [ ... ], Noor Izzri Abdul Wahab

Topography of hippocampal connectivity with sensorimotor cortex revealed by optimizing smoothing kernel and voxel size

Douglas D. Burman

Kernel graph filtering—A new method for dynamic sinogram denoising

Shiyao Guo, Yuxia Sheng, Li Chai, Jingxin Zhang

Adaptive kernel fuzzy clustering for missing data

Anny K. G. Rodrigues, Raydonal Ospina, Marcelo R. P. Ferreira

A novel dimension reduction algorithm based on weighted kernel principal analysis for gene expression data

Wen Bo Liu, Sheng Nan Liang, Xi Wen Qin

Splitting Gaussian processes for computationally-efficient regression

Nick Terry, Youngjun Choe

Fine-grained classification based on multi-scale pyramid convolution networks

Gaihua Wang, Lei Cheng, [ ... ], Tianlun Zhang

Poisson noisy image restoration via overlapping group sparse and nonconvex second-order total variation priors

Kyongson Jon, Jun Liu, Xiaoguang Lv, Wensheng Zhu

Short-beaked echidna (Tachyglossus aculeatus) home range at Fowlers Gap Arid Zone Research Station, NSW

Georgia J. Badgery, Jasmin C. Lawes, Keith E. A. Leggett

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