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Volumn , Issue , 2013, Pages 939-941

Machine learning for big data

Author keywords

Big data; Databases; Machine learning

Indexed keywords

BIG DATUM; COMPUTATIONAL MODEL; LARGE-SCALE APPLICATIONS; MACHINE LEARNING COMMUNITIES; MACHINE LEARNING RESEARCH; RESEARCH QUESTIONS; STATISTICAL MACHINE LEARNING; VERY LARGE NEURAL NETWORKS;

EID: 84880523126     PISSN: 07308078     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2463676.2465338     Document Type: Conference Paper
Times cited : (34)

References (18)
  • 3
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    • The Apache Project The Apache Project
    • The Apache Project, "Apache Hadoop NextGen MapReduce (YARN)," The Apache Project, [Online]. Available: http://hadoop.apache.org/docs/r0.23.0/ hadoop-yarn/hadoop-yarn-site/YARN.html.
    • Apache Hadoop NextGen MapReduce (YARN)
  • 5
    • 0032202014 scopus 로고    scopus 로고
    • Efficient noise-tolerant learning from statistical queries
    • M. Kearns, "Efficient noise-tolerant learning from statistical queries," Journal of the ACM, pp. 392-401, 1998.
    • (1998) Journal of the ACM , pp. 392-401
    • Kearns, M.1
  • 7
    • 84873315150 scopus 로고    scopus 로고
    • The Apache Foundation 11 12
    • The Apache Foundation, "Apache Pig," 11 12 2012. [Online]. Available: http://pig.apache.org/.
    • (2012) Apache Pig
  • 8
    • 37549003336 scopus 로고    scopus 로고
    • MapReduce: Simplified data processing on large clusters
    • J. Dean and S. Ghemat, "MapReduce: simplified data processing on large clusters," Communications of the ACM, Vol. 51, pp. 107-113, 2008.
    • (2008) Communications of the ACM , vol.51 , pp. 107-113
    • Dean, J.1    Ghemat, S.2
  • 9
    • 84870749286 scopus 로고    scopus 로고
    • 17 9 [Accessed 17 9 2012]
    • The Apache Mahout Project, "Apache Mahout," 17 9 2012. [Online]. Available: http://mahout.apache.org/. [Accessed 17 9 2012].
    • (2012) Apache Mahout
  • 12
    • 84871108045 scopus 로고    scopus 로고
    • The Apache Software Foundation
    • The Apache Software Foundation, "Apache Giraph," [Online]. Available: http://giraph.apache.org/.
    • Apache Giraph
  • 14
    • 35348818718 scopus 로고    scopus 로고
    • Learning multiple layers of representation
    • G. Hinton, "Learning Multiple Layers of Representation," Trends in Cognitive Sciences, Vol. 11, pp. 428-434, 2007.
    • (2007) Trends in Cognitive Sciences , vol.11 , pp. 428-434
    • Hinton, G.1
  • 15
    • 33745805403 scopus 로고    scopus 로고
    • A fast learning algorithm for deep belief nets
    • G. E. Hinton, S. Osindero and Y. Teh, "A fast learning algorithm for deep belief nets," Neural Computation, Vol. 18, pp. 1526-1554, 2006.
    • (2006) Neural Computation , vol.18 , pp. 1526-1554
    • Hinton, G.E.1    Osindero, S.2    Teh, Y.3
  • 16
    • 84880519896 scopus 로고    scopus 로고
    • 25 June [Accessed 11 December 2012]
    • J. Markoff, "How Many Computers to Identify a Cat? 16, 000," The New York Times, 25 June 2012. [Online]. Available: http://www.nytimes.com/ 2012/06/26/technology/in-a-big-network-of-computers-evidence-of-machine- learning.html. [Accessed 11 December 2012].
    • (2012) How Many Computers to Identify a Cat? 16, 000
    • Markoff, J.1
  • 17
    • 84880545019 scopus 로고    scopus 로고
    • June and http://cs.markusweimer.com/2012/04/06/www-2012-tutorial-new- templates-for-scalable-data-analysis/.
    • A. Smola, A. Ahmed and M. Weimer, "WWW 2012 Tutorial: New Templates for Scalable Data Analysis," June 2012. [Online]. Available: http://www2012.wwwconference.org/program/tutorials/ and http://cs.markusweimer. com/2012/04/06/www-2012-tutorial-new-templates-for-scalable-data-analysis/.
    • (2012) WWW 2012 Tutorial: New Templates for Scalable Data Analysis
    • Smola, A.1    Ahmed, A.2    Weimer, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.