Concepedia

Transfer Learning Across Environments

Transfer Learning Across Environments is a genomic selection methodology that leverages genetic and environmental data from multiple contexts to improve prediction accuracy in target environments by transferring knowledge from related but distinct environments through shared genomic patterns.

8

Publications

534

Citations

41

Authors

27

Institutions

Publications per year

2017–2026

6

Parents

Publications

8

Foundations of population-based SHM, Part III: Heterogeneous populations – Mapping and transfer

Paul Gardner, Lawrence A. Bull, Julian Gosliga et al. · Mechanical Systems and Signal Processing · 2020 · 170 citations · Full text

, , +16

Neural Network-Based Information Transfer for Dynamic Optimization

Xiaofang Liu, Zhi‐Hui Zhan, Tianlong Gu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 107 citations · Full text

, , +10

Evolutionary Multitasking for Large-Scale Multiobjective Optimization

Songbai Liu, Qiuzhen Lin, Liang Feng et al. · IEEE Transactions on Evolutionary Computation · 2022 · 67 citations

, , +16

Transfer Learning Across Variants and Versions: The Case of Linux Kernel Size

Hugo Martin, Mathieu Acher, Juliana Alves Pereira et al. · IEEE Transactions on Software Engineering · 2021 · 62 citations

, , +11

TransLoc: A Heterogeneous Knowledge Transfer Framework for Fingerprint-Based Indoor Localization

Lin Li, Xiansheng Guo, Mengxue Zhao et al. · IEEE Transactions on Wireless Communications · 2021 · 61 citations

, , +13

1–5 of 8

Authors

41

  1. NW
    Nimisha Wagle

    University of California, Davis, United States

    1 publications · 12 citations

    1

    h-index

  2. ZZ
    Zhi‐Hui Zhan

    South China University of Technology, China

    1 publications · 107 citations

    1

    h-index

  3. JA
    Juliana Alves Pereira

    Pontifícia Universidade Católica do Rio de Janeiro, Brazil

    1 publications · 62 citations

    1

    h-index

  4. HB
    Henry Been‐Lirn Duh

    National University of Singapore, Singapore

    1 publications · 107 citations

    1

    h-index

  5. KZ
    Kun Zhang

    Carnegie Mellon University, United States

    1 publications · 23 citations

    1

    h-index

1–5 of 41

Institutions

27

  1. City University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    3 publications

    241 citations

  2. Huawei Technologies (China)

    Shenzhen, China

    1 h-index

    2 publications

    46 citations

  3. New Jersey Institute of Technology

    Newark, United States

    1 h-index

    1 publications

    61 citations

  4. Guilin University of Electronic Technology

    Guilin, China

    1 h-index

    1 publications

    107 citations

  5. Delft University of Technology

    Delft, The Netherlands

    1 h-index

    1 publications

    23 citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    1 h-index

    1 publications

    23 citations

  7. University of Colorado Boulder

    Boulder, United States

    1 h-index

    2 publications

    24 citations

  8. Georgia Tech Research Institute

    Atlanta, United States

    1 h-index

    1 publications

    32 citations

1–8 of 27

Venues

  1. IEEE Transactions on Software Engineering

    TSE · 1 publications · 62 citations

    1

    h-index

  2. IEEE Transactions on Wireless Communications

    1 publications · 61 citations

    1

    h-index

  3. Mechanical Systems and Signal Processing

    MSSP · 1 publications · 170 citations

    1

    h-index

  4. IEEE Transactions on Mobile Computing

    TMCCI · 1 publications · 23 citations

    1

    h-index

  5. 1

    h-index

1–5