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Kernel methods

Predicting Drug-Target Interactions Using Drug-Drug Interactions

Shinhyuk Kim, Daeyong Jin, Hyunju Lee

Classification of Structural MRI Images in Alzheimer's Disease from the Perspective of Ill-Posed Problems

Ramon Casanova, Fang-Chi Hsu, Mark A. Espeland, for the Alzheimer's Disease Neuroimaging Initiative

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

Spatial and Social Organization in a Burrow-Dwelling Lizard (Phrynocephalus vlangalii) from China

Yin Qi, Daniel W. A. Noble, Jinzhong Fu, Martin J. Whiting

A deep graph convolutional neural network architecture for graph classification

Yuchen Zhou, Hongtao Huo, Zhiwen Hou, Fanliang Bu

Interpretation and Visualization of Non-Linear Data Fusion in Kernel Space: Study on Metabolomic Characterization of Progression of Multiple Sclerosis

Agnieszka Smolinska, Lionel Blanchet, [ ... ], Lutgarde M. C. Buydens

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

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

Visual object tracking challenges revisited: VOT vs. OTB

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

Flexible Kernel Memory

Dimitri Nowicki, Hava Siegelmann

A Kernel-Based Multivariate Feature Selection Method for Microarray Data Classification

Shiquan Sun, Qinke Peng, Adnan Shakoor

Graph-Based Inter-Subject Pattern Analysis of fMRI Data

Sylvain Takerkart, Guillaume Auzias, Bertrand Thirion, Liva Ralaivola

Iterative Nonlocal Total Variation Regularization Method for Image Restoration

Huanyu Xu, Quansen Sun, [ ... ], Deshen Xia

Distortion Correction in EPI Using an Extended PSF Method with a Reversed Phase Gradient Approach

Myung-Ho In, Oleg Posnansky, [ ... ], Oliver Speck

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