Source Domain Selection

Source Domain Selection is the process of identifying and choosing a domain with abundant labeled data that shares transferable knowledge or relational structure with the target domain, enabling effective cross-domain recommendation through transfer learning.

Publications

Citations

237

Authors

109

Institutions

Publications per year

2017–2026

Parents

Cross-domain RecommendationTransfer Learning

Publications

Towards a Better Understanding of Transfer Learning for Medical Imaging: A Case Study

Laith Alzubaidi, Mohammed A. Fadhel, Omran Al-Shamma et al. · Applied Sciences · 2020 · 247 citations · Full text

Computing, Biomedical Engineering, Computer Science +15

Exploiting web images for event recognition in consumer videos: A multiple source domain adaptation approach

Lixin Duan, Dong Xu, Shih‐Fu Chang · 2012 · 205 citations

Computing, Computer Science, Computer Vision +15

Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning

Huy Phan, Oliver Y. Chén, Philipp Koch et al. · IEEE Transactions on Biomedical Engineering · 2020 · 155 citations · Full text

Computing, Health Informatics, Knowledge Transfer +14

Deep Transfer Learning for Cross-domain Activity Recognition

Jindong Wang, Vincent W. Zheng, Yiqiang Chen et al. · 2018 · 141 citations

Computing, Computer Science, Computer Vision +12

Driver Drowsiness Estimation From EEG Signals Using Online Weighted Adaptation Regularization for Regression (OwARR)

Dongrui Wu, Vernon J. Lawhern, Stephen M. Gordon et al. · IEEE Transactions on Fuzzy Systems · 2016 · 140 citations · Full text

Computing, Computer Science, Neuroscience +16

1–5 of 62

Authors

237

VJ
Vernon J. Lawhern
DEVCOM Army Research Laboratory, United States
3 publications · 183 citations
3
h-index
MH
Meiyu Huang
Institute of Chemistry, China
3 publications · 241 citations
3
h-index
YC
Yiqiang Chen
Institute of Computing Technology, China
3 publications · 241 citations
3
h-index
BJ
Brent J. Lance
DEVCOM Army Research Laboratory, United States
3 publications · 183 citations
3
h-index
DW
Dongrui Wu
Huazhong University of Science and Technology, China
3 publications · 183 citations
3
h-index

1–5 of 237

Institutions

109

1–8 of 109

Venues

arXiv (Cornell University)
Repository · 3 publications · 60 citations
3
h-index
Metaphor and Symbol
3 publications · 138 citations
3
h-index
Expert Systems with Applications
2 publications · 58 citations
2
h-index
IEEE Transactions on Neural Networks and Learning Systems
2 publications · 134 citations
2
h-index
IEEE Transactions on Fuzzy Systems
TFS · 2 publications · 198 citations
2
h-index

1–5