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Kernel methods

Kernel methods and their derivatives: Concept and perspectives for the earth system sciences

J. Emmanuel Johnson, Valero Laparra, [ ... ], Gustau Camps-Valls

Group-based local adaptive deep multiple kernel learning with lp norm

Shengbing Ren, Fa Liu, [ ... ], Chaudry Naeem Siddique

Anisotropic Gaussian kernel adaptive filtering by Lie-group dictionary learning

Tomoya Wada, Kosuke Fukumori, Toshihisa Tanaka, Simone Fiori

Recurrent convolutional neural kernel model for stock price movement prediction

Suhui Liu, Xiaodong Zhang, Ying Wang, Guoming Feng

Decomposition of a set of distributions in extended exponential family form for distinguishing multiple oligo-dimensional marker expression profiles of single-cell populations and visualizing their dynamics

Daigo Okada, Ryo Yamada

Binary-level data dependence analysis of hot execution regions using abstract interpretation at runtime

Rasha Omar, Mostafa Abbas, Ahmed El-Mahdy, Erven Rohou

Using Maize δ¹⁵N values to assess soil fertility in fifteenth- and sixteenth-century ad Iroquoian agricultural fields

John P. Hart, Robert S. Feranec

Automated recognition of functional compound-protein relationships in literature

Kersten Döring, Ammar Qaseem, [ ... ], Stefan Günther

Data-driven diagnosis of spinal abnormalities using feature selection and machine learning algorithms

Md. Raihan-Al-Masud, M. Rubaiyat Hossain Mondal

A novel one-class classification approach to accurately predict disease-gene association in acute myeloid leukemia cancer

Akram Vasighizaker, Alok Sharma, Abdollah Dehzangi

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

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