Concepedia

Kernel-based Fusion

Kernel-Based Fusion is a multi-omics data fusion method that integrates heterogeneous biological datasets by mapping them into a common feature space through kernel functions, enabling nonlinear relationships to be captured and jointly analyzed within a unified mathematical framework.

107

Publications

6K

Citations

418

Authors

201

Institutions

Publications per year

2017–2026

56

Parents

Publications

107

A statistical framework for genomic data fusion

Gert Lanckriet, Tijl De Bie, Nello Cristianini et al. · Bioinformatics · 2004 · 678 citations · Full text

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KERNEL-BASED DATA FUSION AND ITS APPLICATION TO PROTEIN FUNCTION PREDICTION IN YEAST

Gert Lanckriet, Minghua Deng, Nello Cristianini et al. · 2003 · 327 citations

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RETRACTED ARTICLE: Hybrid Recommendation System for Heart Disease Diagnosis based on Multiple Kernel Learning with Adaptive Neuro-Fuzzy Inference System

Gunasekaran Manogaran, R. Varatharajan · Multimedia Tools and Applications · 2017 · 234 citations

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Higher-Order Integration of Hierarchical Convolutional Activations for Fine-Grained Visual Categorization

Sijia Cai, Wangmeng Zuo, Lei Zhang · 2017 · 212 citations · Full text

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Kernel feature selection to fuse multi-spectral MRI images for brain tumor segmentation

Nan Zhang, Su Ruan, S. Lebonvallet et al. · Computer Vision and Image Understanding · 2010 · 179 citations

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1–5 of 107

Authors

418

  1. FG
    Fei Guo

    Tianjin University, China

    7 publications · 417 citations

    7

    h-index

  2. JT
    Jijun Tang

    University of South Carolina, United States

    6 publications · 378 citations

    6

    h-index

  3. YD
    Yijie Ding

    University of Electronic Science and Technology of China, China

    6 publications · 372 citations

    6

    h-index

  4. QZ
    Quan Zou

    University of Electronic Science and Technology of China, China

    3 publications · 101 citations

    3

    h-index

  5. VA
    Vasco Azevedo

    Universidade Federal de Minas Gerais, Brazil

    2 publications · 101 citations

    2

    h-index

1–5 of 418

Institutions

201

  1. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    7 publications

    324 citations

  2. University of South Carolina

    Columbia, United States

    5 h-index

    5 publications

    324 citations

  3. University of Electronic Science and Technology of China

    Chengdu, China

    5 h-index

    6 publications

    187 citations

  4. Suzhou University of Science and Technology

    Suzhou, China

    4 h-index

    4 publications

    299 citations

  5. Quzhou University

    Quzhou, China

    4 h-index

    6 publications

    129 citations

  6. Shenzhen Institutes of Advanced Technology

    Shenzhen, China

    3 h-index

    6 publications

    151 citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    3 h-index

    7 publications

    280 citations

  8. Central South University

    Changsha, China

    3 h-index

    12 publications

    343 citations

1–8 of 201

Venues

  1. Frontiers in Genetics

    4 publications · 178 citations

    4

    h-index

  2. PLoS ONE

    3 publications · 115 citations

    3

    h-index

  3. 3

    h-index

  4. 3

    h-index

  5. Bioinformatics

    3 publications · 882 citations

    3

    h-index

1–5