Concepedia

Graph-based Text Clustering

Graph-Based Text Clustering is a text clustering approach that models documents and their relationships as a graph structure, where nodes represent documents or textual units and edges encode semantic or similarity relations, and applies graph partitioning or community detection algorithms to identify clusters.

106

Publications

6.5K

Citations

293

Authors

161

Institutions

Publications per year

2017–2026

24

Parents

Publications

106

Co-clustering documents and words using bipartite spectral graph partitioning

Inderjit S. Dhillon · 2001 · 1.7K citations

, , +13

Locally Consistent Concept Factorization for Document Clustering

Deng Cai, Xiaofei He, Jiawei Han · IEEE Transactions on Knowledge and Data Engineering · 2010 · 399 citations

, , +12

Chinese whispers

Chris Biemann · 2006 · 315 citations · Full text

, , +12

Bipartite graph partitioning and data clustering

Hongyuan Zha, Xiaofeng He, Chris Ding et al. · 2001 · 286 citations

, , +15

Automated duplicate detection for bug tracking systems

Nicholas Jalbert, Westley Weimer · 2008 · 278 citations

, , +14

1–5 of 106

Authors

293

  1. AK
    Asit Kumar Das

    Indian Institute of Engineering Science and Technology, Shibpur, India

    3 publications · 116 citations

    3

    h-index

  2. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    3 publications · 225 citations

    3

    h-index

  3. JH
    Jiawei Han

    University of Illinois Urbana-Champaign, United States

    3 publications · 602 citations

    3

    h-index

  4. MN
    Mohamed Nadif

    Université Paris Cité, France

    2 publications · 80 citations

    2

    h-index

  5. XP
    Xiaobing Pei

    Huazhong University of Science and Technology, China

    2 publications · 114 citations

    2

    h-index

1–5 of 293

Institutions

161

  1. University of Illinois Chicago

    Chicago, United States

    3 h-index

    3 publications

    225 citations

  2. Indian Institute of Engineering Science and Technology, Shibpur

    Howrah, India

    3 h-index

    6 publications

    232 citations

  3. University of California, Berkeley

    Berkeley, United States

    3 h-index

    3 publications

    469 citations

  4. Délégation Paris 5

    Paris, France

    3 h-index

    8 publications

    338 citations

  5. Université Paris Cité

    Paris, France

    3 h-index

    8 publications

    338 citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    9 publications

    1.2K citations

  7. Huazhong University of Science and Technology

    Wuhan, China

    3 h-index

    8 publications

    341 citations

  8. Lanzhou University

    Lanzhou, China

    2 h-index

    5 publications

    140 citations

1–8 of 161

Venues

  1. Information Sciences

    2 publications · 33 citations

    2

    h-index

  2. Pattern Recognition

    2 publications · 205 citations

    2

    h-index

  3. Knowledge-Based Systems

    2 publications · 78 citations

    2

    h-index

  4. ACM Transactions on Knowledge Discovery from Data

    TKDD · 2 publications · 203 citations

    2

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 446 citations

    2

    h-index

1–5