Concepedia

Autoencoder-based Fusion

Autoencoder-Based Fusion is a data integration framework that employs autoencoder architectures to jointly learn compressed, latent representations from multiple omics data types by leveraging their shared underlying biological structure to enable downstream multi-omics analysis.

91

Publications

4.3K

Citations

330

Authors

173

Institutions

Publications per year

2017–2026

89

Parents

Publications

91

Plant disease detection using hybrid model based on convolutional autoencoder and convolutional neural network

Punam Bedi, Pushkar Gole · Artificial Intelligence in Agriculture · 2021 · 316 citations · Full text

, , +17

Efficient Facial Expression Recognition Algorithm Based on Hierarchical Deep Neural Network Structure

Ji‐Hae Kim, Byung‐Gyu Kim, Partha Pratim Roy et al. · IEEE Access · 2019 · 302 citations · Full text

, , +16

A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines

Information Fusion · 2017 · 265 citations · Full text

, , +14

Brain tumor classification using a hybrid deep autoencoder with Bayesian fuzzy clustering-based segmentation approach

P. M. Siva Raja, Antony Viswasa rani · Journal of Applied Biomedicine · 2020 · 252 citations

, , +16

Deep Learning-Based Multi-Omics Data Integration Reveals Two Prognostic Subtypes in High-Risk Neuroblastoma

Li Zhang, Chenkai Lv, Yaqiong Jin et al. · Frontiers in Genetics · 2018 · 229 citations · Full text

, , +17

1–5 of 91

Authors

330

  1. MS
    Madhu S. Nair

    University of Kerala, India

    2 publications · 167 citations

    2

    h-index

  2. BA
    Bejoy Abraham

    Cochin University of Science and Technology, India

    2 publications · 167 citations

    2

    h-index

  3. MJ
    María José del Jesús

    Universidad de Jaén, Spain

    1 publications · 43 citations

    1

    h-index

  4. YC
    Yung‐Yu Chuang

    National Taiwan University, Taiwan

    1 publications · 17 citations

    1

    h-index

  5. LH
    Luyao Han

    Shaanxi University of Science and Technology, China

    1 publications · 32 citations

    1

    h-index

1–5 of 330

Institutions

173

  1. Cochin University of Science and Technology

    Ernakulam, India

    4 h-index

    6 publications

    315 citations

  2. Beihang University

    Beijing, China

    4 h-index

    15 publications

    265 citations

  3. Shenzhen University

    Shenzhen, China

    3 h-index

    2 publications

    48 citations

  4. Tsinghua University

    Beijing, China

    3 h-index

    7 publications

    240 citations

  5. Northwestern Polytechnical University

    Xi'an, China

    3 h-index

    5 publications

    238 citations

  6. Nanjing University

    Nanjing, China

    2 h-index

    2 publications

    24 citations

  7. Zhejiang University

    Hangzhou, China

    2 h-index

    6 publications

    252 citations

  8. Capital Medical University

    Beijing, China

    2 h-index

    5 publications

    933 citations

1–8 of 173

Venues

  1. IEEE Access

    4 publications · 392 citations

    4

    h-index

  2. Information Fusion

    2 publications · 308 citations

    3

    h-index

  3. IEEE Transactions on Multimedia

    3 publications · 125 citations

    3

    h-index

  4. Applied Soft Computing

    3 publications · 88 citations

    3

    h-index

  5. 3

    h-index

1–5