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Volumn 0, Issue 9781447151579, 2013, Pages 17-41

Graph-based clustering algorithms

Author keywords

Cluster algorithm; Cluster rate; Fuzzy cluster; Minimal span tree; Single linkage

Indexed keywords

FUZZY CLUSTERING; GRAPH ALGORITHMS; GRAPHIC METHODS; HIERARCHICAL CLUSTERING; NEAREST NEIGHBOR SEARCH; TEXT PROCESSING; TREES (MATHEMATICS);

EID: 84976483337     PISSN: 21915768     EISSN: 21915776     Source Type: Book Series    
DOI: 10.1007/978-1-4471-5158-6_2     Document Type: Chapter
Times cited : (12)

References (30)
  • 2
    • 0014856267 scopus 로고
    • An analysis of some graph theoretical clustering techniques
    • Augustson, J.G., Minker, J.: An analysis of some graph theoretical clustering techniques. J. ACM 17, 571–588 (1970)
    • (1970) J. ACM , vol.17 , pp. 571-588
    • Augustson, J.G.1    Minker, J.2
  • 3
    • 0000167160 scopus 로고
    • A graph-theoretic approach to goodness-of-fit in complete-link hierarchical clustering
    • Backer, F.B., Hubert, L.J.: A graph-theoretic approach to goodness-of-fit in complete-link hierarchical clustering. J. Am. Stat. Assoc. 71, 870–878 (1976)
    • (1976) J. Am. Stat. Assoc. , vol.71 , pp. 870-878
    • Backer, F.B.1    Hubert, L.J.2
  • 6
    • 0032098774 scopus 로고    scopus 로고
    • Some new indexes of cluster validity
    • Bezdek, J., Pal, N.: Some new indexes of cluster validity. IEEE Trans. Syst. Man Cybern. 28, 301–315 (1998)
    • (1998) IEEE Trans. Syst. Man Cybern. , vol.28 , pp. 301-315
    • Bezdek, J.1    Pal, N.2
  • 8
    • 84941155240 scopus 로고
    • Well separated clusters and optimal fuzzy partitions
    • Dunn, C.: Well separated clusters and optimal fuzzy partitions. J. Cybern. 4, 95–104 (1974)
    • (1974) J. Cybern. , vol.4 , pp. 95-104
    • Dunn, C.1
  • 11
    • 0001465710 scopus 로고
    • Voronoi diagrams and delaunay triangulations
    • Du, D.-Z., Hwang, F.K. (eds.), World Scientific, Singapore
    • Fortune, S.: Voronoi diagrams and delaunay triangulations. In: Du, D.-Z., Hwang, F.K. (eds.), Computing in Euclidean Geometry, pp. 193–223. World Scientific, Singapore (1992)
    • (1992) Computing in Euclidean Geometry , pp. 193-223
    • Fortune, S.1
  • 12
    • 84963085136 scopus 로고
    • A new statistical approach to geographic variation analysis
    • Gabriel, K., Sokal, R.: A new statistical approach to geographic variation analysis. Syst. Zool. 18, 259–278 (1969)
    • (1969) Syst. Zool. , vol.18 , pp. 259-278
    • Gabriel, K.1    Sokal, R.2
  • 14
    • 0037445514 scopus 로고    scopus 로고
    • A clustering procedure based on the comparsion between the k nearest neighbors graph and the minimal spanning tree
    • Gonzáles-Barrios, J.M., Quiroz, A.J.: A clustering procedure based on the comparsion between the k nearest neighbors graph and the minimal spanning tree. Stat. Probab. Lett. 62, 23–34 (2003)
    • (2003) Stat. Probab. Lett. , vol.62 , pp. 23-34
    • Gonzáles-Barrios, J.M.1    Quiroz, A.J.2
  • 15
    • 0001120850 scopus 로고
    • Minimal spanning trees and single linkage cluster analysis
    • Gower, J.C., Ross, G.J.S.: Minimal spanning trees and single linkage cluster analysis. Appl. Stat. 18, 54–64 (1969)
    • (1969) Appl. Stat. , vol.18 , pp. 54-64
    • Gower, J.C.1    Ross, G.J.S.2
  • 17
    • 33646127156 scopus 로고    scopus 로고
    • Clustering graphs for visualization via node similarities
    • Huang, X., Lai, W.: Clustering graphs for visualization via node similarities. J. Vis. Lang. Comput. 17, 225–253 (2006)
    • (2006) J. Vis. Lang. Comput. , vol.17 , pp. 225-253
    • Huang, X.1    Lai, W.2
  • 18
    • 0026924875 scopus 로고
    • Relative neighborhood graphs and their relatives
    • Jaromczyk, J.W., Toussaint, G.T.: Relative neighborhood graphs and their relatives. Proc. IEEE 80(9), 1502–1517 (1992)
    • (1992) Proc. IEEE , vol.80 , Issue.9 , pp. 1502-1517
    • Jaromczyk, J.W.1    Toussaint, G.T.2
  • 19
    • 0015680655 scopus 로고
    • Clustering using a similarity measure based on shared near neighbors
    • Jarvis, R.A., Patrick, E.A.: Clustering using a similarity measure based on shared near neighbors. IEEE Trans. Comput. C22, 1025–1034 (1973)
    • (1973) IEEE Trans. Comput. , vol.C22 , pp. 1025-1034
    • Jarvis, R.A.1    Patrick, E.A.2
  • 20
    • 0032686723 scopus 로고    scopus 로고
    • Chameleon: Hierarchical clustering using dynamic modeling
    • Karypis, G., Han, E.-H., Kumar, V.: Chameleon: hierarchical clustering using dynamic modeling. IEEE Comput. 32(8), 68–75 (1999)
    • (1999) IEEE Comput , vol.32 , Issue.8 , pp. 68-75
    • Karypis, G.1    Han, E.-H.2    Kumar, V.3
  • 21
    • 70350674995 scopus 로고
    • On the shortest spanning subtree of a graph and the traveling salesman problem
    • Kruskal, J.B.: On the shortest spanning subtree of a graph and the traveling salesman problem. Proc. Am. Math. Soc. 7(1), 48–50 (1956)
    • (1956) Proc. Am. Math. Soc. , vol.7 , Issue.1 , pp. 48-50
    • Kruskal, J.B.1
  • 22
    • 17444425373 scopus 로고    scopus 로고
    • Clustering with a minimum spanning tree of scale-free-like structure
    • Päivinen, N.: Clustering with a minimum spanning tree of scale-free-like structure. Pattern Recog. Lett. 26, 921–930 (2005)
    • (2005) Pattern Recog. Lett. , vol.26 , pp. 921-930
    • Päivinen, N.1
  • 23
    • 84911584312 scopus 로고
    • Shortest connection networks and some generalizations
    • Prim, R.C.: Shortest connection networks and some generalizations. Bell Syst. Tech. J. 36, 1389–1401 (1957)
    • (1957) Bell Syst. Tech. J. , vol.36 , pp. 1389-1401
    • Prim, R.C.1
  • 24
    • 0019595321 scopus 로고
    • A comparison of the stability characteristics of some graph theoretic clustering methods
    • Raghavan, V.V., Yu, C.T.: A comparison of the stability characteristics of some graph theoretic clustering methods. IEEE Trans. Pattern Anal. Mach. Intell. 3, 393–402 (1980)
    • (1980) IEEE Trans. Pattern Anal. Mach. Intell. , vol.3 , pp. 393-402
    • Raghavan, V.V.1    Yu, C.T.2
  • 25
    • 0019213414 scopus 로고
    • The relative neighborhood graph of a finite planar set
    • Toussaint, G.T.: The relative neighborhood graph of a finite planar set. Pattern Recogn. 12, 261–268 (1980)
    • (1980) Pattern Recogn , vol.12 , pp. 261-268
    • Toussaint, G.T.1
  • 26
    • 13244258381 scopus 로고    scopus 로고
    • Iterative class discovery and feature selection using Minimal Spanning Trees
    • Varma, S., Simon, R.: Iterative class discovery and feature selection using Minimal Spanning Trees. BMC Bioinform. 5, 126–134 (2004)
    • (2004) BMC Bioinform , vol.5 , pp. 126-134
    • Varma, S.1    Simon, R.2
  • 28
    • 37249003797 scopus 로고    scopus 로고
    • Improvement of Jarvis-Patrick clustering based on fuzzy similarity
    • Masulli, F., Mitra, S., Pasi, G. (eds.), Springer, Heidelberg
    • Vathy-Fogarassy, A., Kiss, A., Abonyi, J.: Improvement of Jarvis-Patrick clustering based on fuzzy similarity. In: Masulli, F., Mitra, S., Pasi, G. (eds.) Applications of Fuzzy Sets Theory, LNCS, vol. 4578, pp. 195–202. Springer, Heidelberg (2007)
    • (2007) Applications of Fuzzy Sets Theory, LNCS , vol.4578 , pp. 195-202
    • Vathy-Fogarassy, A.1    Kiss, A.2    Abonyi, J.3
  • 29
    • 0001154535 scopus 로고
    • On constructing minimum spanning trees in k-dimensional spaces and related problems
    • Yao, A.: On constructing minimum spanning trees in k-dimensional spaces and related problems. SIAM J. Comput. 11, 721–736 (1892)
    • (1892) SIAM J. Comput. , vol.11 , pp. 721-736
    • Yao, A.1
  • 30
    • 0014976008 scopus 로고
    • Graph-theoretical methods for detecting and describing gestalt clusters
    • Zahn, C.T.: Graph-theoretical methods for detecting and describing gestalt clusters. IEEE Trans. Comput. C20, 68–86 (1971)
    • (1971) IEEE Trans. Comput. , vol.C20 , pp. 68-86
    • Zahn, C.T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.