Concepedia

Label Spreading

Label Spreading is a semi-supervised learning algorithm that belongs to the family of graph-based methods, distinguished by its propagation of label information across data points through a harmonic function on a weighted graph, where the weights reflect pairwise similarities among instances.

28

Publications

1.4K

Citations

90

Authors

48

Institutions

Publications per year

2017–2026

13

Parents

Publications

28

SybilBelief: A Semi-Supervised Learning Approach for Structure-Based Sybil Detection

Neil Zhenqiang Gong, Mario Frank, Prateek Mittal · IEEE Transactions on Information Forensics and Security · 2014 · 189 citations · Full text

, , +15

Label propagation in video sequences

Vijay Badrinarayanan, Fabio Galasso, Roberto Cipolla · 2010 · 147 citations

, , +16

Identification of influential nodes in social networks with community structure based on label propagation

Yuxin Zhao, Shenghong Li, Feng Jin · Neurocomputing · 2016 · 105 citations

, , +14

Machine Learning and Natural Language Processing for Prediction of Human Factors in Aviation Incident Reports

Tomás Madeira, Rui Melício, Duarte Valério et al. · Aerospace · 2021 · 92 citations · Full text

, , +17

Particle Competition and Cooperation in Networks for Semi-Supervised Learning

Fabrício Breve, Liang Zhao, Marcos G. Quiles et al. · IEEE Transactions on Knowledge and Data Engineering · 2011 · 79 citations · Full text

, , +16

1–5 of 28

Authors

90

  1. LZ
    Liang Zhao

    Universidade de São Paulo, Brazil

    3 publications · 151 citations

    3

    h-index

  2. AD
    Alneu de Andrade Lopes

    Universidade de São Paulo, Brazil

    2 publications · 44 citations

    2

    h-index

  3. XZ
    Xiankun Zhang

    University of Science and Technology Beijing, China

    2 publications · 43 citations

    2

    h-index

  4. AS
    Amanda S. Barnard

    Commonwealth Scientific and Industrial Research Organisation, Australia

    2 publications · 81 citations

    2

    h-index

  5. CS
    Chen Song

    Tianjin University of Science and Technology, China

    2 publications · 43 citations

    2

    h-index

1–5 of 90

Institutions

48

  1. Universidade de São Paulo

    São Paulo, Brazil

    3 h-index

    6 publications

    322 citations

  2. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    5 publications

    399 citations

  3. Tianjin University of Science and Technology

    Tianjin, China

    2 h-index

    8 publications

    172 citations

  4. Brazilian Society of Computational and Applied Mathematics

    São Carlos, Brazil

    2 h-index

    4 publications

    78 citations

  5. LinkedIn (United States)

    Sunnyvale, United States

    1 h-index

    2 publications

    42 citations

  6. Michigan State University

    East Lansing, United States

    1 h-index

    1 publications

    56 citations

  7. Novelis (Canada)

    Toronto, Canada

    1 h-index

    2 publications

    30 citations

  8. University of Technology Sydney

    Sydney, Australia

    1 h-index

    2 publications

    126 citations

1–8 of 48

Venues

  1. International Journal of Modern Physics B

    2 publications · 43 citations

    2

    h-index

  2. 2

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 125 citations

    2

    h-index

  4. Knowledge-Based Systems

    1 publications · 71 citations

    1

    h-index

  5. Royal Society Open Science

    1 publications · 29 citations

    1

    h-index

1–5