Q
Qiang Yang
Researcher at Hong Kong University of Science and Technology
Publications - 1795
Citations - 96705
Qiang Yang is an academic researcher from Hong Kong University of Science and Technology. The author has contributed to research in topics: Computer science & Medicine. The author has an hindex of 112, co-authored 1117 publications receiving 71540 citations. Previous affiliations of Qiang Yang include University of London & Zhejiang University of Technology.
Papers
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Journal ArticleDOI
Transfer Learning with Dynamic Distribution Adaptation.
TL;DR: It is shown that marginal and conditional distributions have different contributions to the domain divergence, and the proposed Dynamic Distribution Adaptation (DDA) is able to provide good quantitative evaluation of their relative importance, which leads to better performance.
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Bridging Domains Using World Wide Knowledge for Transfer Learning
TL;DR: This paper designs a novel transfer learning approach, called BIG (Bridging Information Gap), to effectively extract useful knowledge in a worldwide knowledge base, which is then used to link the source and target domains for improving the classification performance.
Proceedings ArticleDOI
Transfer learning for activity recognition via sensor mapping
Derek Hao Hu,Qiang Yang +1 more
TL;DR: A transfer learning framework based on automatically learning a correspondence between different sets of sensors to solve this transfer-learning in activity recognition problem is proposed and validated.
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Test-cost sensitive classification on data with missing values
TL;DR: This paper considers how to integrate test-cost-sensitive learning with the handling of missing values in a unified framework that includes model building and a testing strategy, and shows how to instantiate this framework in two popular machine learning algorithms: decision trees and naive Bayesian method.
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