Direct importance estimation for covariate shift adaptation

Article Properties

Language

English
DOI (url)

10.1007/s10463-008-0197-x
Publication Date

2008/08/30
Journal

Annals of the Institute of Statistical Mathematics
Indian UGC (Journal)
Refrences

38
Citations

166
Masashi Sugiyama
Taiji Suzuki
Shinichi Nakajima
Hisashi Kashima
Paul von Bünau
Motoaki Kawanabe

Cite

Sugiyama, Masashi, et al. “Direct Importance Estimation for Covariate Shift Adaptation”. Annals of the Institute of Statistical Mathematics, vol. 60, no. 4, 2008, pp. 699-46, https://doi.org/10.1007/s10463-008-0197-x.

Sugiyama, M., Suzuki, T., Nakajima, S., Kashima, H., von Bünau, P., & Kawanabe, M. (2008). Direct importance estimation for covariate shift adaptation. Annals of the Institute of Statistical Mathematics, 60(4), 699-746. https://doi.org/10.1007/s10463-008-0197-x

Sugiyama M, Suzuki T, Nakajima S, Kashima H, von Bünau P, Kawanabe M. Direct importance estimation for covariate shift adaptation. Annals of the Institute of Statistical Mathematics. 2008;60(4):699-746.

Journal Categories

Science

Mathematics

Science

Mathematics

Probabilities

Mathematical statistics

Refrences

Citations

Citations Analysis

Category	Category Repetition
Science: Mathematics: Instruments and machines: Electronic computers. Computer science	81
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics	66
Technology: Mechanical engineering and machinery	49
Technology: Engineering (General). Civil engineering (General)	47
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks	41

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 A theory of learning from different domains . 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.