A distributed instance-weighted SVM algorithm on large-scale imbalanced datasets

Xiaoguang Wang; Xuan Liu; Stan Matwin

doi:10.1109/BigData.2014.7004467

A distributed instance-weighted SVM algorithm on large-scale imbalanced datasets

Xiaoguang Wang, Xuan Liu, Stan Matwin

Engineering

科研成果: 图书/报告稿件的类型 › 会议稿件

10 引用（Scopus）

源语言	英语
主期刊名	Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014
编辑	Jimmy Lin, Jian Pei, Xiaohua Tony Hu, Wo Chang, Raghunath Nambiar, Charu Aggarwal, Nick Cercone, Vasant Honavar, Jun Huan, Bamshad Mobasher, Saumyadipta Pyne
出版商	Institute of Electrical and Electronics Engineers Inc.
页	45-51
页数	7
ISBN（电子版）	9781479956654
DOI	https://doi.org/10.1109/BigData.2014.7004467
出版状态	已出版 - 2014
活动	2nd IEEE International Conference on Big Data, IEEE Big Data 2014 - Washington, 美国期限: 10月 27 2014 → 10月 30 2014

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姓名	Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014

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会议	2nd IEEE International Conference on Big Data, IEEE Big Data 2014
国家/地区	美国
市	Washington
时期	10/27/14 → 10/30/14

!!!ASJC Scopus Subject Areas

人工智能
信息系统

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Wang, X., Liu, X., & Matwin, S. (2014). A distributed instance-weighted SVM algorithm on large-scale imbalanced datasets. 在 J. Lin, J. Pei, X. T. Hu, W. Chang, R. Nambiar, C. Aggarwal, N. Cercone, V. Honavar, J. Huan, B. Mobasher, & S. Pyne (编辑), Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014 (页码 45-51). 文章 7004467 (Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/BigData.2014.7004467

A distributed instance-weighted SVM algorithm on large-scale imbalanced datasets. / Wang, Xiaoguang; Liu, Xuan; Matwin, Stan.
Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014. 编辑 / Jimmy Lin; Jian Pei; Xiaohua Tony Hu; Wo Chang; Raghunath Nambiar; Charu Aggarwal; Nick Cercone; Vasant Honavar; Jun Huan; Bamshad Mobasher; Saumyadipta Pyne. Institute of Electrical and Electronics Engineers Inc., 2014. 页码 45-51 7004467 (Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014).

科研成果: 图书/报告稿件的类型 › 会议稿件

Wang, X, Liu, X & Matwin, S 2014, A distributed instance-weighted SVM algorithm on large-scale imbalanced datasets. 在 J Lin, J Pei, XT Hu, W Chang, R Nambiar, C Aggarwal, N Cercone, V Honavar, J Huan, B Mobasher & S Pyne (编辑), Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014., 7004467, Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014, Institute of Electrical and Electronics Engineers Inc., 页码 45-51, 2nd IEEE International Conference on Big Data, IEEE Big Data 2014, Washington, 美国, 10/27/14. https://doi.org/10.1109/BigData.2014.7004467

Wang X, Liu X, Matwin S. A distributed instance-weighted SVM algorithm on large-scale imbalanced datasets. 在 Lin J, Pei J, Hu XT, Chang W, Nambiar R, Aggarwal C, Cercone N, Honavar V, Huan J, Mobasher B, Pyne S, 编辑, Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014. Institute of Electrical and Electronics Engineers Inc. 2014. 页码 45-51. 7004467. (Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014). doi: 10.1109/BigData.2014.7004467

Wang, Xiaoguang ; Liu, Xuan ; Matwin, Stan. / A distributed instance-weighted SVM algorithm on large-scale imbalanced datasets. Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014. 编辑 / Jimmy Lin ; Jian Pei ; Xiaohua Tony Hu ; Wo Chang ; Raghunath Nambiar ; Charu Aggarwal ; Nick Cercone ; Vasant Honavar ; Jun Huan ; Bamshad Mobasher ; Saumyadipta Pyne. Institute of Electrical and Electronics Engineers Inc., 2014. 页码 45-51 (Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014).

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title = "A distributed instance-weighted SVM algorithm on large-scale imbalanced datasets",

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author = "Xiaoguang Wang and Xuan Liu and Stan Matwin",

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A distributed instance-weighted SVM algorithm on large-scale imbalanced datasets

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