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Kernel methods

Integrating Semantic Information into Multiple Kernels for Protein-Protein Interaction Extraction from Biomedical Literatures

Lishuang Li, Panpan Zhang, Tianfu Zheng, Hongying Zhang, Zhenchao Jiang, Degen Huang

published 12 Mar 2014

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Analyzing Kernel Matrices for the Identification of Differentially Expressed Genes

Xiao-Lei Xia, Huanlai Xing, Xueqin Liu

published 09 Dec 2013

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Predicting Drug-Target Interactions Using Drug-Drug Interactions

Shinhyuk Kim, Daeyong Jin, Hyunju Lee

published 21 Nov 2013

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Curve Fitting of the Corporate Recovery Rates: The Comparison of Beta Distribution Estimation and Kernel Density Estimation

Rongda Chen, Ze Wang

published 10 Jul 2013

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Accelerating the Original Profile Kernel

Tobias Hamp, Tatyana Goldberg, Burkhard Rost

published 18 Jun 2013

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Region-Based Association Analysis of Human Quantitative Traits in Related Individuals

Nadezhda M. Belonogova, Gulnara R. Svishcheva, Cornelia M. van Duijn, Yurii S. Aulchenko, Tatiana I. Axenovich

published 17 Jun 2013

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Extracting Drug-Drug Interaction from the Biomedical Literature Using a Stacked Generalization-Based Approach

Linna He, Zhihao Yang, Zhehuan Zhao, Hongfei Lin, Yanpeng Li

published 13 Jun 2013

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Iterative Nonlocal Total Variation Regularization Method for Image Restoration

Huanyu Xu, Quansen Sun, Nan Luo, Guo Cao, Deshen Xia

published 11 Jun 2013

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Prediction of Heterodimeric Protein Complexes from Weighted Protein-Protein Interaction Networks Using Novel Features and Kernel Functions

Peiying Ruan, Morihiro Hayashida, Osamu Maruyama, Tatsuya Akutsu

published 11 Jun 2013

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Searching Remote Homology with Spectral Clustering with Symmetry in Neighborhood Cluster Kernels

Ujjwal Maulik, Anasua Sarkar

published 15 Feb 2013

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A Single Kernel-Based Approach to Extract Drug-Drug Interactions from Biomedical Literature

Yijia Zhang, Hongfei Lin, Zhihao Yang, Jian Wang, Yanpeng Li

published 01 Nov 2012

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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

published 10 Oct 2012

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Insights from Classifying Visual Concepts with Multiple Kernel Learning

Alexander Binder, Shinichi Nakajima, Marius Kloft, Christina Müller, Wojciech Samek, Ulf Brefeld, Klaus-Robert Müller, Motoaki Kawanabe

published 24 Aug 2012

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