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Kernel methods

High Fidelity System Modeling for High Quality Image Reconstruction in Clinical CT

Synho Do, William Clem Karl, [ ... ], Homer Pien

Independent Components of Neural Activity Carry Information on Individual Populations

Helena Głąbska, Jan Potworowski, Szymon Łęski, Daniel K. Wójcik

Graph-Based Inter-Subject Pattern Analysis of fMRI Data

Sylvain Takerkart, Guillaume Auzias, Bertrand Thirion, Liva Ralaivola

Local Coding Based Matching Kernel Method for Image Classification

Yan Song, Ian Vince McLoughlin, Li-Rong Dai

The Separatrix Algorithm for Synthesis and Analysis of Stochastic Simulations with Applications in Disease Modeling

Daniel J. Klein, Michael Baym, Philip Eckhoff

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

Shiquan Sun, Qinke Peng, Adnan Shakoor

An Unsupervised Text Mining Method for Relation Extraction from Biomedical Literature

Changqin Quan, Meng Wang, Fuji Ren

Effective Automated Feature Construction and Selection for Classification of Biological Sequences

Uday Kamath, Kenneth De Jong, Amarda Shehu

Multilevel Hierarchical Kernel Spectral Clustering for Real-Life Large Scale Complex Networks

Raghvendra Mall, Rocco Langone, Johan A. K. Suykens

FFBSKAT: Fast Family-Based Sequence Kernel Association Test

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

Association Testing of Clustered Rare Causal Variants in Case-Control Studies

Wan-Yu Lin

Rare Variants Detection with Kernel Machine Learning Based on Likelihood Ratio Test

Ping Zeng, Yang Zhao, [ ... ], Feng Chen

Antagonistic Action of Bacillus subtilis Strain SG6 on Fusarium graminearum

Yueju Zhao, Jonathan Nimal Selvaraj, [ ... ], Yang Liu

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