Concepedia

Active Learning For Verification

Active Learning for Verification is a machine learning approach that iteratively selects the most informative samples for manual verification to improve classifier performance while minimizing labeling effort in the context of reducing false positives.

7

Publications

1.5K

Citations

28

Authors

15

Institutions

Publications per year

2017–2026

3

Parents

Publications

7

A scalable active framework for region annotation in 3D shape collections

Li Yi, Vladimir G. Kim, Duygu Ceylan et al. · ACM Transactions on Graphics · 2016 · 1.3K citations

, , +15

RAVEN - active learning of link specifications

Axel-Cyrille Ngonga Ngomo, Jens Lehmann, Sören Auer et al. · 2011 · 59 citations

, , +12

Fine-Grained Mechanical Chinese Named Entity Recognition Based on ALBERT-AttBiLSTM-CRF and Transfer Learning

Liguo Yao, Haisong Huang, Kuan-Wei Wang et al. · Symmetry · 2020 · 27 citations · Full text

, , +13

PhishBox: An Approach for Phishing Validation and Detection

Jhen-Hao Li, Sheng‐De Wang · 2017 · 25 citations

, , +15

Active Learning of Markov Decision Processes for System Verification

Yingke Chen, Thomas D. Nielsen · 2012 · 23 citations · Full text

, , +15

1–5 of 7

Authors

28

  1. VG
    Vladimir G. Kim

    Adobe Systems (United States), United States

    1 publications · 1.3K citations

    1

    h-index

  2. JL
    Jens Lehmann

    University of Bonn, Germany

    1 publications · 59 citations

    1

    h-index

  3. HH
    Haisong Huang

    Guizhou University, China

    1 publications · 27 citations

    1

    h-index

  4. LG
    Leonidas Guibas

    Stanford University, United States

    1 publications · 1.3K citations

    1

    h-index

  5. HS
    Hao Su

    Worcester Polytechnic Institute, United States

    1 publications · 1.3K citations

    1

    h-index

1–5 of 28

Institutions

15

  1. University of British Columbia

    Vancouver, Canada

    1 h-index

    2 publications

    2.6K citations

  2. Universiti Putra Malaysia

    Seri Kembangan, Malaysia

    1 h-index

    1 publications

    27 citations

  3. Aalborg University

    Aalborg, Denmark

    1 h-index

    2 publications

    46 citations

  4. Leipzig University

    Leipzig, Germany

    1 h-index

    4 publications

    236 citations

  5. Yuan Ze University

    Taoyuan District, Taiwan

    1 h-index

    2 publications

    54 citations

  6. National Taiwan University

    Taipei, Taiwan

    1 h-index

    2 publications

    50 citations

  7. The University of Texas at Austin

    Austin, United States

    1 h-index

    1 publications

    1.3K citations

  8. Toyota Technological Institute at Chicago

    Chicago, United States

    1 h-index

    1 publications

    1.3K citations

1–8 of 15

Venues

  1. Symmetry

    1 publications · 27 citations

    1

    h-index

  2. ACM Transactions on Graphics

    TOG · 1 publications · 1.3K citations

    1

    h-index

  3. 1

    h-index

1–4