Researching | Parallel PLS Aigorithm Using MapReduce and Its Aplication in Spectral Modeling

Spectroscopy and Spectral Analysis, Volume. 32, Issue 9, 2399(2012)

Parallel PLS Aigorithm Using MapReduce and Its Aplication in Spectral Modeling

YANG Hui-hua1,*... DU Ling-ling2, LI Ling-qiao2, TANG Tian-biao2, GUO Tuo2, LIANG Qiong-lin3, WANG Yi-ming3 and LUO Guo-an3 |Show fewer author(s)

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References(7)

[1] [1] Zhang Z M, Liang Y Z, Xu Q S. Chemometrics and Intelligent Laboratory Systems, 2009, 96(1): 94.

[3] [3] Dean J, Ghemawat S. Google, Inc., 2004.

[4] [4] Paradies M. Datenbank Spektrum, 2011, 11: 47.

[5] [5] Yang Lai, Shi Zhong-zhi. International Federation for Information Processing, 2010, 213.

[6] [6] Pham D P, Yuan S M, Jou E. LNSC6104, 2010. 662.

[7] [7] Chu C T, Kim S K, Lin Y A, et al. NIPS, 2006. 281.

[8] [8] http://mahout.apache.org/2011.

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YANG Hui-hua, DU Ling-ling, LI Ling-qiao, TANG Tian-biao, GUO Tuo, LIANG Qiong-lin, WANG Yi-ming, LUO Guo-an. Parallel PLS Aigorithm Using MapReduce and Its Aplication in Spectral Modeling[J]. Spectroscopy and Spectral Analysis, 2012, 32(9): 2399

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Paper Information

Received: Mar. 8, 2012

Accepted: --

Published Online: Sep. 26, 2012

The Author Email: Hui-hua YANG (yanghuihua@tsinghua.edu.cn)

DOI:10.3964/j.issn.1000-0593(2012)09-2399-06

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology