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Volumn 7, Issue 16, 2011, Pages 5956-5963

Large-scale data sets clustering based on MapReduce and Hadoop

Author keywords

Hadoop; Large scale data sets; MapReduce; Parallel K Means clustering

Indexed keywords

AUTOMATIC CLASSIFICATION; DATA MINING METHODS; DATA SETS; DISTRIBUTED PARALLEL COMPUTING; HADOOP; K-MEANS ALGORITHM; K-MEANS CLUSTERING; K-MEANS CLUSTERING ALGORITHM; MAP-REDUCE; PERFORMANCE REQUIREMENTS; PROGRAMMING MODELS; SCIENTIFIC DATA; SINGLE COMPUTER;

EID: 84155181855     PISSN: 15539105     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (43)

References (7)
  • 1
    • 84855484068 scopus 로고    scopus 로고
    • Hadoop. http://hadoop.apache.org/.
  • 4
    • 0033715579 scopus 로고    scopus 로고
    • Genetic algorithm-based clustering technique
    • H. Maulik, and S. Bandyopadhyay. Genetic Algorithm-Based Clustering Technique. Pattern Recognition, Vol.33, pages 1455-1465, 2000.
    • (2000) Pattern Recognition , vol.33 , pp. 1455-1465
    • Maulik, H.1    Bandyopadhyay, S.2
  • 5
    • 0021202650 scopus 로고
    • K-means-type algorithms: A generalized convergence theorem and characterization of local optimality
    • S.Z. Selim, and M.A. Ismail. K-means-Type Algorithms: a Generalized Convergence Theorem and Characterization of Local Optimality. IEEE Trans on Pattern Analysis and Machine Intelligence, Vol.6, No.1, pages 81-87, 1984.
    • (1984) IEEE Trans on Pattern Analysis and Machine Intelligence , vol.6 , Issue.1 , pp. 81-87
    • Selim, S.Z.1    Ismail, M.A.2
  • 7
    • 84855505833 scopus 로고    scopus 로고
    • Berry, M. http://blog.data-miners.com/2008/02/MapReduce-and-k-means- clustering.html, 2008.
    • (2008)
    • Berry, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.