Concepedia

Machine Learning-based Monitoring

Machine Learning-Based Monitoring is a condition monitoring approach that employs machine learning algorithms to automatically detect, diagnose, or predict machine faults by learning patterns from operational data, distinguishing it from traditional rule-based or signal-processing-based methods through its reliance on data-driven model adaptation.

506

Publications

23.8K

Citations

1.8K

Authors

726

Institutions

Publications per year

2017–2026

442

Parents

Publications

506

Machine Learning in Wireless Sensor Networks: Algorithms, Strategies, and Applications

IEEE Communications Surveys & Tutorials · 2014 · 833 citations · Full text

, , +11

Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0

Zeki Murat Çınar, Abubakar Abdussalam Nuhu, Qasim Zeeshan et al. · Sustainability · 2020 · 780 citations · Full text

, , +17

An Overview on Application of Machine Learning Techniques in Optical Networks

Francesco Musumeci, Cristina Rottondi, Avishek Nag et al. · IEEE Communications Surveys & Tutorials · 2018 · 629 citations · Full text

, , +17

Significance of machine learning in healthcare: Features, pillars and applications

Mohd Javaid, Abid Haleem, Ravi Pratap Singh et al. · International Journal of Intelligent Networks · 2022 · 619 citations · Full text

, , +12

Machine Learning in Wireless Sensor Networks: Algorithms, Strategies, and Applications

Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University) · 2014 · 587 citations · Full text

, , +11

1–5 of 506

Authors

1.8K

  1. FG
    Furong Gao

    Hong Kong University of Science and Technology, Hong Kong SAR China

    5 publications · 250 citations

    5

    h-index

  2. EK
    Evgeny Kharlamov

    University of Oslo, Norway

    3 publications · 159 citations

    4

    h-index

  3. VS
    V. Sugumaran

    Vellore Institute of Technology University, India

    3 publications · 81 citations

    4

    h-index

  4. HA
    Husnain Ali

    Hong Kong University of Science and Technology, Hong Kong SAR China

    4 publications · 178 citations

    4

    h-index

  5. BZ
    Baifan Zhou

    Robert Bosch (Germany), Germany

    3 publications · 159 citations

    4

    h-index

1–5 of 1.8K

Institutions

726

  1. Vellore Institute of Technology University

    Vellore, India

    10 h-index

    17 publications

    501 citations

  2. Tsinghua University

    Beijing, China

    8 h-index

    18 publications

    850 citations

  3. Politecnico di Milano

    Milan, Italy

    8 h-index

    18 publications

    1.6K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    8 h-index

    18 publications

    748 citations

  5. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    6 h-index

    10 publications

    488 citations

  6. Huazhong University of Science and Technology

    Wuhan, China

    6 h-index

    13 publications

    813 citations

  7. University of Strathclyde

    Glasgow, United Kingdom

    5 h-index

    8 publications

    1K citations

  8. Norwegian University of Science and Technology

    Trondheim, Norway

    5 h-index

    7 publications

    333 citations

1–8 of 726

Venues

  1. Sensors

    13 publications · 514 citations

    11

    h-index

  2. Energies

    10 publications · 344 citations

    11

    h-index

  3. Applied Sciences

    9 publications · 357 citations

    10

    h-index

  4. IEEE Access

    6 publications · 222 citations

    9

    h-index

  5. IEEE Transactions on Industrial Informatics

    6 publications · 529 citations

    7

    h-index

1–5