Concepedia

Word Embedding Clustering

Word Embedding Clustering is a document clustering method that employs distributed vector representations of words to capture semantic relationships among documents by grouping them based on the similarity of their embedded word-level features.

47

Publications

2K

Citations

180

Authors

102

Institutions

Publications per year

2017–2026

38

Parents

Publications

47

Semantic expansion using word embedding clustering and convolutional neural network for improving short text classification

Peng Wang, Bo Xu, Jiaming Xu et al. · Neurocomputing · 2015 · 306 citations

, , +15

Transportation sentiment analysis using word embedding and ontology-based topic modeling

Farman Ali, Daehan Kwak, Pervez Khan et al. · Knowledge-Based Systems · 2019 · 179 citations

, , +13

Making Sense of Word Embeddings

Maria Pelevina, Nikolay Arefiev, Chris Biemann et al. · 2016 · 137 citations · Full text

, , +16

Does deep learning help topic extraction? A kernel k-means clustering method with word embedding

Yi Zhang, Jie Lü, Feng Liu et al. · Journal of Informetrics · 2018 · 120 citations

, , +13

Drug Repurposing Prediction for Immune-Mediated Cutaneous Diseases using a Word-Embedding–Based Machine Learning Approach

Matthew T. Patrick, Kalpana Raja, Keylonnie L. Miller et al. · Journal of Investigative Dermatology · 2018 · 71 citations · Full text

, , +15

1–5 of 47

Authors

180

  1. MP
    Maria Pelevina

    Lomonosov Moscow State University, Russia

    2 publications · 151 citations

    2

    h-index

  2. HK
    Harrison Kim

    University of Illinois Urbana-Champaign, United States

    2 publications · 50 citations

    2

    h-index

  3. HC
    Hongshu Chen

    Beijing Institute of Technology, China

    2 publications · 135 citations

    2

    h-index

  4. AP
    Alexander Panchenko

    Skolkovo Institute of Science and Technology, Russia

    2 publications · 151 citations

    2

    h-index

  5. CB
    Chris Biemann

    Technische Universität Darmstadt, Germany

    2 publications · 151 citations

    2

    h-index

1–5 of 180

Institutions

102

  1. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    16 publications

    2.2K citations

  2. Beijing Institute of Technology

    Beijing, China

    2 h-index

    3 publications

    150 citations

  3. Georgia Institute of Technology

    Atlanta, United States

    2 h-index

    3 publications

    176 citations

  4. Harbin Institute of Technology

    Harbin, China

    2 h-index

    6 publications

    120 citations

  5. Technische Universität Darmstadt

    Darmstadt, Germany

    2 h-index

    5 publications

    437 citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    4 publications

    100 citations

  7. Institute of Automation

    Beijing, China

    2 h-index

    11 publications

    2.1K citations

  8. Indiana University Bloomington

    Bloomington, United States

    2 h-index

    3 publications

    102 citations

1–8 of 102

Venues

  1. Applied Sciences

    2 publications · 70 citations

    2

    h-index

  2. Knowledge-Based Systems

    1 publications · 179 citations

    1

    h-index

  3. Journal of Process Control

    1 publications · 21 citations

    1

    h-index

  4. Journal of Chemical Information and Modeling

    JCIM · 1 publications · 28 citations

    1

    h-index

  5. International Journal of Production Research

    1 publications · 40 citations

    1

    h-index

1–5