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Kernel methods

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

Lishuang Li, Panpan Zhang, [ ... ], Degen Huang

Analyzing Kernel Matrices for the Identification of Differentially Expressed Genes

Xiao-Lei Xia, Huanlai Xing, Xueqin Liu

Predicting Drug-Target Interactions Using Drug-Drug Interactions

Shinhyuk Kim, Daeyong Jin, Hyunju Lee

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

Rongda Chen, Ze Wang

Accelerating the Original Profile Kernel

Tobias Hamp, Tatyana Goldberg, Burkhard Rost

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

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

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

Linna He, Zhihao Yang, [ ... ], Yanpeng Li

Iterative Nonlocal Total Variation Regularization Method for Image Restoration

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

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

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

Ujjwal Maulik, Anasua Sarkar

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

Yijia Zhang, Hongfei Lin, [ ... ], Yanpeng Li

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

Insights from Classifying Visual Concepts with Multiple Kernel Learning

Alexander Binder, Shinichi Nakajima, [ ... ], Motoaki Kawanabe

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