Concepedia

Active Learning For Filtering

Active Learning for Filtering is an information filtering methodology that selectively queries the most informative instances for labeling in order to optimize model performance with minimal human annotation effort.

40

Publications

2.3K

Citations

115

Authors

41

Institutions

Publications per year

2017–2026

12

Parents

Publications

40

A survey of active learning in collaborative filtering recommender systems

Mehdi Elahi, Francesco Ricci⋆, Neil Rubens · Computer Science Review · 2016 · 300 citations · Full text

, , +13

Efficiently learning the accuracy of labeling sources for selective sampling

Pınar Dönmez, Jaime Carbonell, Jeff Schneider · 2009 · 221 citations

, , +11

Active learning: theory and applications to automatic speech recognition

Giuseppe Riccardi, Dilek Hakkani‐Tür · IEEE Transactions on Speech and Audio Processing · 2005 · 169 citations

, , +11

Visual Classifier Training for Text Document Retrieval

Florian Heimerl, Steffen Koch, H. Bosch et al. · IEEE Transactions on Visualization and Computer Graphics · 2012 · 144 citations

, , +16

Personalized active learning for collaborative filtering

Abhay Harpale, Yiming Yang · 2008 · 122 citations

, , +13

1–5 of 40

Authors

115

  1. DS
    D. Sculley

    Google (United States), United States

    4 publications · 135 citations

    4

    h-index

  2. RV
    Rens van de Schoot

    Utrecht University, Netherlands

    1 publications · 84 citations

    2

    h-index

  3. YY
    Yiming Yang

    Carnegie Mellon University, United States

    2 publications · 133 citations

    2

    h-index

  4. AH
    Abhay Harpale

    Carnegie Mellon University, United States

    2 publications · 133 citations

    2

    h-index

  5. AK
    Aris Kosmopoulos

    National Centre of Scientific Research "Demokritos", Greece

    2 publications · 33 citations

    2

    h-index

1–5 of 115

Institutions

41

  1. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    14 publications

    1.3K citations

  2. Tufts University

    Medford, United States

    4 h-index

    5 publications

    146 citations

  3. Utrecht University

    Utrecht, The Netherlands

    2 h-index

    8 publications

    672 citations

  4. University of Stuttgart

    Stuttgart, Germany

    2 h-index

    7 publications

    840 citations

  5. National Centre of Scientific Research "Demokritos"

    Athens, Greece

    2 h-index

    5 publications

    79 citations

  6. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    4 publications

    140 citations

  7. The University of Texas at Austin

    Austin, United States

    1 h-index

    2 publications

    170 citations

  8. Osnabrück University

    Osnabrück, Germany

    1 h-index

    2 publications

    176 citations

1–8 of 41

Venues

  1. Systematic Reviews

    1 publications · 84 citations

    2

    h-index

  2. Text REtrieval Conference

    Conference · 1 publications · 20 citations

    1

    h-index

  3. ACM Transactions on Software Engineering and Methodology

    TOSEM · 1 publications · 33 citations

    1

    h-index

  4. Electric Power Systems Research

    1 publications · 54 citations

    1

    h-index

  5. Computer Science Review

    1 publications · 300 citations

    1

    h-index

1–5