Concepedia

Iot Data Cleaning

IoT Data Cleaning is a data preprocessing methodology that specifically addresses the identification, correction, and removal of errors, inconsistencies, and noise in raw data generated by Internet of Things devices to ensure data accuracy, completeness, and reliability for downstream analytics and decision-making.

30

Publications

872

Citations

113

Authors

60

Institutions

Publications per year

2017–2026

26

Parents

Publications

30

IoT in Healthcare: Achieving Interoperability of High-Quality Data Acquired by IoT Medical Devices

Argyro Mavrogiorgou, Athanasios Kiourtis, Κonstantinos Perakis et al. · Sensors · 2019 · 105 citations · Full text

, , +17

An Integrated Framework for Health State Monitoring in a Smart Factory Employing IoT and Big Data Techniques

Wenjin Yu, Yuehua Liu, Tharam S. Dillon et al. · IEEE Internet of Things Journal · 2021 · 86 citations

, , +17

An IoT Based Smart Farming System Using Machine Learning

Amine Dahane, Rabaie Benameur, Bouabdellah Kechar et al. · 2020 · 79 citations

, , +17

Big Data in IoT

Shivanjali Khare, Michael W. Totaro · 2019 · 51 citations

, , +17

Federated Data Cleaning: Collaborative and Privacy-Preserving Data Cleaning for Edge Intelligence

Lichuan Ma, Qingqi Pei, Lu Zhou et al. · IEEE Internet of Things Journal · 2020 · 49 citations

, , +15

1–5 of 30

Authors

113

  1. JL
    Joohyung Lee

    Gachon University, South Korea

    1 publications · 16 citations

    1

    h-index

  2. VJ
    V.A. Jane

    1 publications · 21 citations

    1

    h-index

  3. SA
    Sarah Alkadi

    King Saud University, Saudi Arabia

    1 publications · 26 citations

    1

    h-index

  4. RR
    Ridhima Rani

    Chitkara University, India

    1 publications · 25 citations

    1

    h-index

  5. SL
    Shuangqi Li

    University of Bath, United Kingdom

    1 publications · 33 citations

    1

    h-index

1–5 of 113

Institutions

60

  1. Gachon University

    Seongnam-si, South Korea

    2 h-index

    3 publications

    67 citations

  2. Case Western Reserve University

    Cleveland, United States

    1 h-index

    4 publications

    52 citations

  3. University of Modena and Reggio Emilia

    Modena, Italy

    1 h-index

    3 publications

    39 citations

  4. University of Oulu

    Oulu, Finland

    1 h-index

    6 publications

    84 citations

  5. Ho Chi Minh City University of Technology

    Ho Chi Minh City, Vietnam

    1 h-index

    1 publications

    35 citations

  6. Shanghai Jiao Tong University

    Shanghai, China

    1 h-index

    2 publications

    98 citations

  7. King Saud University

    Riyadh, Saudi Arabia

    1 h-index

    3 publications

    78 citations

  8. Hubei University

    Wuhan, China

    1 h-index

    3 publications

    39 citations

1–8 of 60

Venues

  1. IEEE Internet of Things Journal

    3 publications · 148 citations

    3

    h-index

  2. Sensors

    2 publications · 121 citations

    2

    h-index

  3. 1

    h-index

  4. Intelligent and Converged Networks

    1 publications · 30 citations

    1

    h-index

  5. Applied Energy

    1 publications · 33 citations

    1

    h-index

1–5