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Kernel methods

Eigenvalue based spectral classification

Piotr Borkowski, Mieczysław A. Kłopotek, Bartłomiej Starosta, Sławomir T. Wierzchoń, Marcin Sydow

published 06 Apr 2023

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Application of quantum computing to a linear non-Gaussian acyclic model for novel medical knowledge discovery

Hideaki Kawaguchi

published 05 Apr 2023

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A deep graph convolutional neural network architecture for graph classification

Yuchen Zhou, Hongtao Huo, Zhiwen Hou, Fanliang Bu

published 10 Mar 2023

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

Ting Lv, Zhenkuan Pan, Weibo Wei, Guangyu Yang, Jintao Song, Xuqing Wang, Lu Sun, Qian Li, Xiatao Sun

published 04 Nov 2022

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Skip-layer network with optimization method for domain adaptive detection

Qian Xu, Ying Li, Gang Wang, Minghui Hou, Hao Zhang, Hongmin Cai

published 17 Mar 2022

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

Wang Gaihua, Lin Jinheng, Cheng Lei, Dai Yingying, Zhang Tianlun

published 27 Jan 2022

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

Arangarajan Vinayagam, Mohammad Lutfi Othman, Veerapandiyan Veerasamy, Suganthi Saravan Balaji, Kalaivani Ramaiyan, Padmavathi Radhakrishnan, Mohan Das Raman, Noor Izzri Abdul Wahab

published 27 Jan 2022

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

Douglas D. Burman

published 07 Dec 2021

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Kernel graph filtering—A new method for dynamic sinogram denoising

Shiyao Guo, Yuxia Sheng, Li Chai, Jingxin Zhang

published 02 Dec 2021

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Adaptive kernel fuzzy clustering for missing data

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

published 12 Nov 2021

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

Wen Bo Liu, Sheng Nan Liang, Xi Wen Qin

published 13 Oct 2021

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Splitting Gaussian processes for computationally-efficient regression

Nick Terry, Youngjun Choe

published 24 Aug 2021

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

Gaihua Wang, Lei Cheng, Jinheng Lin, Yingying Dai, Tianlun Zhang

published 09 Jul 2021

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