Concepedia

Multisensor Regression

Multisensor Regression is a regression framework that fuses continuous or discrete data streams from multiple heterogeneous sensors into a unified predictive model to estimate a target variable, distinguished by its integration of cross-modal sensor inputs at an early stage for enhanced inference accuracy.

11

Publications

651

Citations

70

Authors

24

Institutions

Publications per year

2017–2026

3

Parents

Publications

11

Quantitative flood forecasting using multisensor data and neural networks

Gwangseob Kim, Ana P. Barros · Journal of Hydrology · 2001 · 164 citations

, , +15

Calibrating chemical multisensory devices for real world applications: An in-depth comparison of quantitative machine learning approaches

Saverio De Vito, E. Esposito, M. Salvato et al. · Sensors and Actuators B Chemical · 2017 · 117 citations · Full text

, , +17

Assessment of bitter taste of pharmaceuticals with multisensor system employing 3 way PLS regression

Alisa Rudnitskaya, Dmitry Kirsanov, Yulia Blinova et al. · Analytica Chimica Acta · 2013 · 73 citations

, , +14

A framework for learning and embedding multi-sensor forecasting models into a decision support system: A case study of methane concentration in coal mines

Dominik Ślȩzak, Marek Grzegorowski, Andrzej Janusz et al. · Information Sciences · 2018 · 66 citations

, , +17

Extrapolating active layer thickness measurements across Arctic polygonal terrain using LiDAR and <i>NDVI</i> data sets

Chandana Gangodagamage, J. C. Rowland, Susan S. Hubbard et al. · Water Resources Research · 2014 · 65 citations · Full text

, , +17

1–5 of 11

Authors

70

  1. MS
    Marek Sikora

    Silesian University of Technology, Poland

    1 publications · 66 citations

    1

    h-index

  2. DŚ
    Dominik Ślȩzak

    University of Warsaw, Poland

    1 publications · 66 citations

    1

    h-index

  3. BY
    Binyu Yan

    Sichuan University, China

    1 publications · 12 citations

    1

    h-index

  4. BS
    Boris Seleznev

    St Petersburg University, Russia

    1 publications · 73 citations

    1

    h-index

  5. AY
    Atsushi Yamamoto

    Nippon Soda (Japan), Japan

    1 publications · 16 citations

    1

    h-index

1–5 of 70

Institutions

24

  1. The University of Texas at El Paso

    El Paso, United States

    1 h-index

    1 publications

    65 citations

  2. Oak Ridge National Laboratory

    Oak Ridge, United States

    1 h-index

    1 publications

    65 citations

  3. University of Alaska Fairbanks

    Fairbanks, United States

    1 h-index

    1 publications

    65 citations

  4. Ulsan National Institute of Science and Technology

    Ulsan, South Korea

    1 h-index

    3 publications

    72 citations

  5. Goddard Space Flight Center

    Greenbelt, United States

    1 h-index

    1 publications

    33 citations

  6. University of Cambridge

    Cambridge, United Kingdom

    1 h-index

    2 publications

    234 citations

  7. Lawrence Berkeley National Laboratory

    Berkeley, United States

    1 h-index

    5 publications

    325 citations

  8. University of Padua

    Padua, Italy

    1 h-index

    5 publications

    145 citations

1–8 of 24

Venues

  1. Information Sciences

    1 publications · 66 citations

    1

    h-index

  2. Sensors and Actuators B Chemical

    1 publications · 117 citations

    1

    h-index

  3. Journal of Hydrology

    1 publications · 164 citations

    1

    h-index

  4. Medical & Biological Engineering & Computing

    1 publications · 29 citations

    1

    h-index

  5. 1

    h-index

1–5