Direct importance estimation for covariate shift adaptation
Article Properties
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LanguageEnglish
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DOI (url)
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Publication Date2008/08/30
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Indian UGC (journal)
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Refrences38
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Citations166
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Masashi Sugiyama
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Taiji Suzuki
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Shinichi Nakajima
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Hisashi Kashima
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Paul von Bünau
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Motoaki Kawanabe
Journal Categories
Science
Mathematics
Science
Mathematics
Probabilities
Mathematical statistics
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Refrences
| Title | Journal | Journal Categories | Citations | Publication Date |
|---|---|---|---|---|
Integrating structured biological data by Kernel Maximum Mean Discrepancy | Bioinformatics |
| 648 | 2006 |
Trading Variance Reduction with Unbiasedness: The Regularized Subspace Information Criterion for Robust Model Selection in Kernel Regression | Neural Computation |
| 8 | 2004 |
| 10.1016/S1388-2457(02)00057-3 | 2002 | |||
| 10.1023/A:1007618119488 | 2001 | |||
| 10.1016/S0378-3758(00)00115-4 | Journal of Statistical Planning and Inference |
| 2000 |
Citations
| Title | Journal | Journal Categories | Citations | Publication Date |
|---|---|---|---|---|
Addressing sample selection bias for machine learning methods | Journal of Applied Econometrics |
| 2024 | |
| Transferable mapping shift network for unsupervised domain adaptation using in vibration signal fault diagnosis under variable conditions | Signal, Image and Video Processing |
| 2024 | |
| Locality Robust Domain Adaptation for cross-scene hyperspectral image classification | Expert Systems with Applications |
| 1 | 2024 |
| Fault diagnosis in rotating machines based on transfer learning: Literature review | Knowledge-Based Systems |
| 3 | 2024 |
| Doubly Flexible Estimation under Label Shift | Journal of the American Statistical Association |
| 2024 |
Citations Analysis
The category
Science: Mathematics: Instruments and machines: Electronic computers. Computer science 81
is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled A theory of learning from different domains and was published in 2009. The most recent citation comes from a 2024 study titled Transferable mapping shift network for unsupervised domain adaptation using in vibration signal fault diagnosis under variable conditions. This article reached its peak citation in 2023, with 26 citations. It has been cited in 111 different journals, 18% of which are open access. Among related journals, the IEICE Transactions on Information and Systems cited this research the most, with 7 citations. The chart below illustrates the annual citation trends for this article.