Concepedia

Interactive Clustering

Interactive Clustering is a data clustering method that distinguishes itself by incorporating real-time human feedback and iterative refinement into the clustering process to dynamically guide the formation and adjustment of clusters according to user-defined criteria and domain knowledge.

74

Publications

3.2K

Citations

222

Authors

109

Institutions

Publications per year

2017–2026

17

Parents

Publications

74

J-Express: exploring gene expression data using Java

Bjarte Dysvik, Inge Jonassen · Bioinformatics · 2001 · 319 citations · Full text

, , +16

An interactive clustering-based approach to integrating source query interfaces on the deep Web

Wensheng Wu, Clement Yu, AnHai Doan et al. · 2004 · 275 citations

, , +8

Knowledge Discovery and interactive Data Mining in Bioinformatics - State-of-the-Art, future challenges and research directions

Andreas Holzinger, Matthias Dehmer, Igor Jurišica · BMC Bioinformatics · 2014 · 223 citations · Full text

, , +16

Interactive visual clustering of large collections of trajectories

Gennady Andrienko, Natalia Andrienko, Salvatore Rinzivillo et al. · 2009 · 211 citations

, , +17

iVisClustering: An Interactive Visual Document Clustering via Topic Modeling

Han‐Seung Lee, Jaeyeon Kihm, Jaegul Choo et al. · Computer Graphics Forum · 2012 · 163 citations

, , +17

1–5 of 74

Authors

222

  1. EM
    Evangelos Milios

    Dalhousie University, Canada

    4 publications · 83 citations

    4

    h-index

  2. BO
    Benoît Otjacques

    Luxembourg Institute of Science and Technology, Luxembourg

    3 publications · 67 citations

    3

    h-index

  3. MR
    Michael R. Berthold

    University of Konstanz, Germany

    3 publications · 53 citations

    3

    h-index

  4. BW
    Bernd Wiswedel

    University of Konstanz, Germany

    3 publications · 53 citations

    3

    h-index

  5. ES
    Ehsan Sherkat

    Dalhousie University, Canada

    2 publications · 42 citations

    2

    h-index

1–5 of 222

Institutions

109

  1. Dalhousie University

    Halifax, Canada

    4 h-index

    11 publications

    236 citations

  2. University of Massachusetts Amherst

    Amherst Center, United States

    3 h-index

    6 publications

    179 citations

  3. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    8 publications

    755 citations

  4. University of Stuttgart

    Stuttgart, Germany

    3 h-index

    7 publications

    151 citations

  5. Universidade de São Paulo

    São Paulo, Brazil

    3 h-index

    5 publications

    111 citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    2 publications

    102 citations

  7. Électricité de France (France)

    Paris, France

    2 h-index

    4 publications

    80 citations

  8. IBM (United States)

    Armonk, United States

    2 h-index

    3 publications

    192 citations

1–8 of 109

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 93 citations

    4

    h-index

  2. Pattern Recognition Letters

    3 publications · 63 citations

    3

    h-index

  3. Intelligent Data Analysis

    IDA · 3 publications · 50 citations

    3

    h-index

  4. BMC Bioinformatics

    2 publications · 243 citations

    2

    h-index

  5. Pattern Recognition

    2 publications · 87 citations

    2

    h-index

1–5