Concepedia

Multimodal Data Fusion

Multimodal Data Fusion is the systematic integration of heterogeneous data streams from multiple sensory or phenotypic modalities into a unified representation that enhances the accuracy, robustness, and interpretability of biological or physiological inferences in heat detection and multimodal phenotyping.

856

Publications

73.9K

Citations

4.2K

Authors

1.2K

Institutions

Publications per year

2017–2026

715

Parents

Publications

856

Integrated analysis of multimodal single-cell data

Yuhan Hao, Stephanie Hao, Erica Andersen‐Nissen et al. · Cell · 2021 · 16K citations · Full text

, , +17

DEAP: A Database for Emotion Analysis ;Using Physiological Signals

Sander Koelstra, Christian Mühl, Mohammad Soleymani et al. · IEEE Transactions on Affective Computing · 2011 · 4.8K citations · Full text

, , +17

Multimodal Data Fusion: An Overview of Methods, Challenges, and Prospects

Dana Lahat, Christian Jutten · Proceedings of the IEEE · 2015 · 1.2K citations · Full text

, , +10

Efficient Low-rank Multimodal Fusion With Modality-Specific Factors

Zhun Liu, Ying Shen, Varun Lakshminarasimhan et al. · 2018 · 993 citations · Full text

, , +15

Soybean yield prediction from UAV using multimodal data fusion and deep learning

Maitiniyazi Maimaitijiang, Vasit Sagan, Paheding Sidike et al. · Remote Sensing of Environment · 2019 · 931 citations

, , +16

1–5 of 856

Authors

4.2K

  1. VD
    Vince D. Calhoun

    Mind Research Network, United States

    18 publications · 1.1K citations

    14

    h-index

  2. LM
    Louis‐Philippe Morency

    Carnegie Mellon University, United States

    7 publications · 2.4K citations

    7

    h-index

  3. DH
    Danfeng Hong

    Chinese Academy of Sciences, China

    7 publications · 1.3K citations

    7

    h-index

  4. BL
    Baiying Lei

    Shenzhen University, China

    5 publications · 280 citations

    5

    h-index

  5. DS
    Dinggang Shen

    University of North Carolina at Chapel Hill, United States

    5 publications · 184 citations

    5

    h-index

1–5 of 4.2K

Institutions

1.2K

  1. Chinese Academy of Sciences

    Beijing, China

    25 h-index

    85 publications

    5.6K citations

  2. Stanford University

    Stanford, United States

    15 h-index

    57 publications

    72.3K citations

  3. Xidian University

    Xi'an, China

    14 h-index

    54 publications

    2.3K citations

  4. Harbin Institute of Technology

    Harbin, China

    14 h-index

    36 publications

    2.3K citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    14 h-index

    32 publications

    4.4K citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    13 h-index

    28 publications

    1.4K citations

  7. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    13 h-index

    42 publications

    2K citations

  8. Tsinghua University

    Beijing, China

    12 h-index

    37 publications

    4.1K citations

1–8 of 1.2K

Venues

  1. IEEE Access

    26 publications · 1.6K citations

    22

    h-index

  2. arXiv (Cornell University)

    Repository · 31 publications · 1.7K citations

    20

    h-index

  3. Information Fusion

    16 publications · 1.8K citations

    16

    h-index

  4. Sensors

    15 publications · 819 citations

    14

    h-index

  5. 14

    h-index

1–5