메뉴 건너뛰기




Volumn , Issue , 2015, Pages 405-412

NNB: An efficient nearest neighbor search method for hierarchical clustering on large datasets

Author keywords

Hierarchical clustering; MapReduce; nearest neighbor boundary; parallel and distributed computing

Indexed keywords

HIERARCHICAL CLUSTERING; LARGE DATASET; NEAREST NEIGHBOR SEARCH; SEMANTICS;

EID: 84925587906     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICOSC.2015.7050840     Document Type: Conference Paper
Times cited : (9)

References (21)
  • 2
    • 0020848951 scopus 로고
    • A survey of recent advances in hierarchical clustering algorithms
    • F. Murtagh, "A survey of recent advances in hierarchical clustering algorithms," The Computer Journal, vol. 26, no. 4, pp. 354-359, 1983.
    • (1983) The Computer Journal , vol.26 , Issue.4 , pp. 354-359
    • Murtagh, F.1
  • 3
    • 0002663098 scopus 로고
    • Slink: An optimally efficient algorithm for the single-link cluster method
    • R. Sibson, "Slink: an optimally efficient algorithm for the single-link cluster method," The Computer Journal, vol. 16, no. I, pp. 30-34, 1973.
    • (1973) The Computer Journal , vol.16 , Issue.1 , pp. 30-34
    • Sibson, R.1
  • 4
    • 0001765146 scopus 로고
    • An efficient algorithm for a complete link method
    • D. Defays, "An efficient algorithm for a complete link method," The Computer Journal, vol. 20, no. 4, pp. 364-366, 1977.
    • (1977) The Computer Journal , vol.20 , Issue.4 , pp. 364-366
    • Defays, D.1
  • 10
    • 0016353777 scopus 로고
    • Quad trees a data structure for retrieval on composite keys
    • R. A. Finkel and J. L. Bentley, "Quad trees a data structure for retrieval on composite keys," Acta iriformatica, vol. 4, no. I, pp. 1-9, 1974.
    • (1974) Acta Iriformatica , vol.4 , Issue.1 , pp. 1-9
    • Finkel, R.A.1    Bentley, J.L.2
  • 12
    • 0001511452 scopus 로고
    • Storing a coUection of polygons using quadtrees
    • H. Samet and R. E. Webber, "Storing a coUection of polygons using quadtrees," ACM Transactions on Graphics (TOG), vol. 4, no. 3, pp. 182-222, 1985.
    • (1985) ACM Transactions on Graphics (TOG) , vol.4 , Issue.3 , pp. 182-222
    • Samet, H.1    Webber, R.E.2
  • 13
    • 37549003336 scopus 로고    scopus 로고
    • Mapreduce: Simplified data processing on large clusters
    • J. Dean and S. Ghemawat, "Mapreduce: simplified data processing on large clusters," Communications of the ACM, vol. 51, no. 1, pp. 107-113, 2008.
    • (2008) Communications of the ACM , vol.51 , Issue.1 , pp. 107-113
    • Dean, J.1    Ghemawat, S.2
  • 16
    • 0003126321 scopus 로고
    • A general theory of classificatory sorting strategies II. Clustering systems
    • G. N. Lance and W T. Williams, "A general theory of classificatory sorting strategies ii. clustering systems," The computer journal, vol. 10, no. 3, pp. 271-277, 1967.
    • (1967) The Computer Journal , vol.10 , Issue.3 , pp. 271-277
    • Lance, G.N.1    Williams, W.T.2
  • 17
    • 0016557674 scopus 로고
    • Multidimensional binary search trees used for associative searching
    • J. L. Bentley, "Multidimensional binary search trees used for associative searching," Communications of the ACM, vol. 18, no. 9, pp. 509-517, 1975.
    • (1975) Communications of the ACM , vol.18 , Issue.9 , pp. 509-517
    • Bentley, J.L.1
  • 18
    • 42549172245 scopus 로고    scopus 로고
    • On building fast kd-trees for ray tracing, and on doing that in 0 (n log n)
    • IEEE
    • I. Wald and V. Havran, "On building fast kd-trees for ray tracing, and on doing that in 0 (n log n)," in Interactive Ray Tracing 2006, IEEE Symposium on, pp. 61-69, IEEE, 2006.
    • (2006) Interactive Ray Tracing 2006, IEEE Symposium on , pp. 61-69
    • Wald, I.1    Havran, V.2
  • 20
    • 78650415842 scopus 로고    scopus 로고
    • Hdfs scalability: The limits to growth
    • K. V. Shvachko, "Hdfs scalability: The limits to growth," login, vol. 35, no. 2, pp. 6-16, 2010.
    • (2010) Login , vol.35 , Issue.2 , pp. 6-16
    • Shvachko, K.V.1
  • 21
    • 0002546287 scopus 로고
    • Efficient algorithms for agglomerative hierarchical clustering methods
    • W H. Day and H. Edelsbrunner, "Efficient algorithms for agglomerative hierarchical clustering methods," Journal of classification, vol. 1, no. 1, pp. 7-24, 1984.
    • (1984) Journal of Classification , vol.1 , Issue.1 , pp. 7-24
    • Day, W.H.1    Edelsbrunner, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.