Concepedia

Iot Data Preprocessing

IoT Data Preprocessing is a data management procedure that transforms raw sensor-generated data into a clean, structured, and analyzable format by addressing issues such as noise, missing values, redundancy, and heterogeneity inherent in Internet of Things environments.

60

Publications

2.9K

Citations

204

Authors

133

Institutions

Publications per year

2017–2026

54

Parents

Publications

60

Predictive maintenance system for production lines in manufacturing: A machine learning approach using IoT data in real-time

Serkan Ayvaz, Koray Alpay · Expert Systems with Applications · 2021 · 517 citations

, , +16

IoT data feature extraction and intrusion detection system for smart cities based on deep migration learning

Daming Li, Lianbing Deng, Minchang Lee et al. · International Journal of Information Management · 2019 · 211 citations

, , +17

An Ensemble Multi-View Federated Learning Intrusion Detection for IoT

Dinesh Chowdary Attota, Viraaji Mothukuri, Reza M. Parizi et al. · IEEE Access · 2021 · 169 citations · Full text

, , +13

Missing Value Imputation for Industrial IoT Sensor Data With Large Gaps

Yuehua Liu, Tharam S. Dillon, Wenjin Yu et al. · IEEE Internet of Things Journal · 2020 · 134 citations

, , +16

Systematic survey of big data and data mining in internet of things

Shabnam Shadroo, Amir Masoud Rahmani · Computer Networks · 2018 · 115 citations

, , +16

1–5 of 60

Authors

204

  1. LM
    Lina Mohjazi

    University of Glasgow, United Kingdom

    2 publications · 100 citations

    2

    h-index

  2. QH
    Qammer H. Abbasi

    University of Glasgow, United Kingdom

    2 publications · 100 citations

    2

    h-index

  3. HA
    Hanaa Abumarshoud

    University of Glasgow, United Kingdom

    2 publications · 100 citations

    2

    h-index

  4. AH
    Aroosa Hameed

    École de Technologie Supérieure, Canada

    2 publications · 70 citations

    2

    h-index

  5. SK
    Sree Krishna Das

    Bangladesh University of Engineering and Technology, Bangladesh

    2 publications · 100 citations

    2

    h-index

1–5 of 204

Institutions

133

  1. Kyung Hee University

    Seoul, South Korea

    2 h-index

    4 publications

    304 citations

  2. Islamic Azad University, Science and Research Branch

    Tehran, Iran

    2 h-index

    4 publications

    352 citations

  3. École de Technologie Supérieure

    Montreal, Canada

    2 h-index

    5 publications

    198 citations

  4. University of Human Development

    Sulaymaniyah, Iraq

    2 h-index

    2 publications

    176 citations

  5. Universidade Federal de Juiz de Fora

    Juiz de Fora, Brazil

    2 h-index

    2 publications

    51 citations

  6. Princess Nourah bint Abdulrahman University

    Riyadh, Saudi Arabia

    2 h-index

    2 publications

    82 citations

  7. Gazi University

    Ankara, Turkey

    2 h-index

    1 publications

    48 citations

  8. Sri Eshwar College of Engineering

    Coimbatore, India

    1 h-index

    1 publications

    14 citations

1–8 of 133

Venues

  1. IEEE Access

    5 publications · 286 citations

    6

    h-index

  2. Computer Networks

    4 publications · 252 citations

    4

    h-index

  3. Future Generation Computer Systems

    FGCS · 4 publications · 126 citations

    4

    h-index

  4. IEEE Internet of Things Journal

    3 publications · 202 citations

    3

    h-index

  5. Intelligent and Converged Networks

    1 publications · 30 citations

    1

    h-index

1–5