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Kernel methods

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

Synho Do, William Clem Karl, Sarabjeet Singh, Mannudeep Kalra, Tom Brady, Ellie Shin, Homer Pien

published 12 Nov 2014

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Independent Components of Neural Activity Carry Information on Individual Populations

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

published 25 Aug 2014

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Graph-Based Inter-Subject Pattern Analysis of fMRI Data

Sylvain Takerkart, Guillaume Auzias, Bertrand Thirion, Liva Ralaivola

published 15 Aug 2014

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Local Coding Based Matching Kernel Method for Image Classification

Yan Song, Ian Vince McLoughlin, Li-Rong Dai

published 13 Aug 2014

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

Daniel J. Klein, Michael Baym, Philip Eckhoff

published 31 Jul 2014

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

Shiquan Sun, Qinke Peng, Adnan Shakoor

published 21 Jul 2014

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An Unsupervised Text Mining Method for Relation Extraction from Biomedical Literature

Changqin Quan, Meng Wang, Fuji Ren

published 18 Jul 2014

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Effective Automated Feature Construction and Selection for Classification of Biological Sequences

Uday Kamath, Kenneth De Jong, Amarda Shehu

published 17 Jul 2014

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

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

published 20 Jun 2014

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FFBSKAT: Fast Family-Based Sequence Kernel Association Test

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

published 06 Jun 2014

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

Wan-Yu Lin

published 15 Apr 2014

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

Ping Zeng, Yang Zhao, Liwei Zhang, Shuiping Huang, Feng Chen

published 27 Mar 2014

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Antagonistic Action of Bacillus subtilis Strain SG6 on Fusarium graminearum

Yueju Zhao, Jonathan Nimal Selvaraj, Fuguo Xing, Lu Zhou, Yan Wang, Huimin Song, Xinxin Tan, Lichao Sun, Lancine Sangare, Yawa Minnie Elodie Folly, Yang Liu

published 20 Mar 2014

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