메뉴 건너뛰기




Volumn 23, Issue 3, 2012, Pages 451-464

Ant colony optimization based on random walk for community detection in complex networks

Author keywords

Ant colony optimization; Community structure; Complex network; Ensemble learning; Network clustering; Random walk

Indexed keywords

ANT COLONY OPTIMIZATION (ACO); COMMUNITY STRUCTURES; COMPLEX NETWORKS; ENSEMBLE LEARNING; NETWORK CLUSTERING; RANDOM WALK;

EID: 84863341695     PISSN: 10009825     EISSN: None     Source Type: Journal    
DOI: 10.3724/SP.J.1001.2012.03996     Document Type: Article
Times cited : (28)

References (30)
  • 1
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of small-world networks
    • doi: 10.1038/30918
    • Watts DJ, Strogatz SH. Collective dynamics of small-world networks. Nature, 1998, 393(84): 440-442. [doi: 10.1038/30918]
    • (1998) Nature , vol.393 , Issue.84 , pp. 440-442
    • Watts, D.J.1    Strogatz, S.H.2
  • 2
    • 0003258329 scopus 로고    scopus 로고
    • Power-Law distribution of the World Wide Web
    • 2115a. doi: 10.1126/ science.287.5461.2115a
    • Adamic LA, Huberman BA. Power-Law distribution of the World Wide Web. Science, 2000, 287(5461): 2115a. [doi: 10.1126/ science.287.5461.2115a]
    • (2000) Science , vol.287 , Issue.5461
    • Adamic, L.A.1    Huberman, B.A.2
  • 3
    • 0037062448 scopus 로고    scopus 로고
    • Community structure in social and biological networks
    • doi: 10.1073/pnas.122653799
    • Girvan M, Newman MEJ. Community structure in social and biological networks. Proceedings of National Academy of Science, 2002, 9(12): 7821-7826. [doi: 10.1073/pnas.122653799]
    • (2002) Proceedings of National Academy of Science , vol.9 , Issue.12 , pp. 7821-7826
    • Girvan, M.1    Newman, M.E.J.2
  • 4
    • 74049087026 scopus 로고    scopus 로고
    • Community detection in graphs
    • doi: 10.1016/j.physrep.2009.11.002
    • Fortunato S. Community detection in graphs. Physics Reports, 2010, 486(3-5): 75-174. [doi: 10.1016/j.physrep.2009.11.002]
    • (2010) Physics Reports , vol.486 , Issue.3-5 , pp. 75-174
    • Fortunato, S.1
  • 5
    • 61649116612 scopus 로고    scopus 로고
    • Complex network clustering algorithms
    • in Chinese, doi: 10.3724/SP.J.1001.2009.03464
    • Yang B, Liu DY, Liu JM, Jin D, Ma HB. Complex network clustering algorithms. Journal of Software, 2009, 20(1): 54-66 (in Chinese with English abstract). http://www.jos.org.cn/1000-9825/3464.htm [doi: 10.3724/SP.J.1001.2009.03464]
    • (2009) Journal of Software , vol.20 , Issue.1 , pp. 54-66
    • Yang, B.1    Liu, D.Y.2    Liu, J.M.3    Jin, D.4    Ma, H.B.5
  • 6
    • 42749100809 scopus 로고    scopus 로고
    • Fast algorithm for detecting community structure in networks
    • doi: 10.1103/PhysRevE.69.066133
    • Newman MEJ. Fast algorithm for detecting community structure in networks. Physical Review E, 2004, 69(6): 066133. [doi: 10.1103/PhysRevE.69.066133]
    • (2004) Physical Review E , vol.69 , Issue.6 , pp. 066133
    • Newman, M.E.J.1
  • 7
    • 14644396645 scopus 로고    scopus 로고
    • Functional cartography of complex metabolic networks
    • doi: 10.1038/nature03288
    • Guimerà R, Amaral LAN. Functional cartography of complex metabolic networks. Nature, 2005, 433(7028): 895-900. [doi: 10.1038/nature03288]
    • (2005) Nature , vol.433 , Issue.7028 , pp. 895-900
    • Guimerà, R.1    Amaral, L.A.N.2
  • 8
    • 27244441304 scopus 로고    scopus 로고
    • Community detection in complex networks using extremal optimization
    • doi: 10.1103/PhysRevE.72.027104
    • Duch J, Arenas A. Community detection in complex networks using extremal optimization. Physical Review E, 2005, 72(2): 027104. [doi: 10.1103/PhysRevE.72.027104]
    • (2005) Physical Review E , vol.72 , Issue.2 , pp. 027104
    • Duch, J.1    Arenas, A.2
  • 10
    • 70349479768 scopus 로고    scopus 로고
    • Iterated tabu search for identifying community structure in complex networks
    • doi: 10.1103/PhysRevE.80.026130
    • Lü ZP, Huang WQ. Iterated tabu search for identifying community structure in complex networks. Physical Review E, 2009, 80(2): 026130. [doi: 10.1103/PhysRevE.80.026130]
    • (2009) Physical Review E , vol.80 , Issue.2 , pp. 026130
    • Lü, Z.P.1    Huang, W.Q.2
  • 11
    • 20444504323 scopus 로고    scopus 로고
    • Uncovering the overlapping community structure of complex networks in nature and society
    • doi: 10.1038/nature03607
    • Palla G, Derényi I, Farkas I, Vicsek T. Uncovering the overlapping community structure of complex networks in nature and society. Nature, 2005, 435(7043): 814-818. [doi: 10.1038/nature03607]
    • (2005) Nature , vol.435 , Issue.7043 , pp. 814-818
    • Palla, G.1    Derényi, I.2    Farkas, I.3    Vicsek, T.4
  • 12
    • 34548856552 scopus 로고    scopus 로고
    • Near linear-time algorithm to detect community structures in large-scale networks
    • doi: 10.1103/PhysRevE.76.036106
    • Raghavan UN, Albert R, Kumara S. Near linear-time algorithm to detect community structures in large-scale networks. Physical Review E, 2007, 76(3): 036106. [doi: 10.1103/PhysRevE.76.036106]
    • (2007) Physical Review E , vol.76 , Issue.3 , pp. 036106
    • Raghavan, U.N.1    Albert, R.2    Kumara, S.3
  • 13
    • 67649881239 scopus 로고    scopus 로고
    • Towards real time community detection in large networks
    • doi: 10.1103/PhysRevE.79.066107
    • Leung IXY, Hui P, Liò P, Crowcroft J. Towards real time community detection in large networks. Physical Review E, 2009, 79(6): 066107. [doi: 10.1103/PhysRevE.79.066107]
    • (2009) Physical Review E , vol.79 , Issue.6 , pp. 066107
    • Leung, I.X.Y.1    Hui, P.2    Liò, P.3    Crowcroft, J.4
  • 14
    • 70349507839 scopus 로고    scopus 로고
    • Detecting network communities by propagating labels under constraints
    • doi: 10.1103/PhysRevE.80.026129
    • Barber MJ, Clark JW. Detecting network communities by propagating labels under constraints. Physical Review E, 2009, 80(2): 026129. [doi: 10.1103/PhysRevE.80.026129]
    • (2009) Physical Review E , vol.80 , Issue.2 , pp. 026129
    • Barber, M.J.1    Clark, J.W.2
  • 15
    • 0005924596 scopus 로고    scopus 로고
    • Graph clustering by flow simulation
    • Utrecht: University of Utrecht
    • van Dongen S. Graph clustering by flow simulation [Ph.D. Thesis]. Utrecht: University of Utrecht, 2000.
    • (2000)
    • van Dongen, S.1
  • 16
    • 38849162343 scopus 로고    scopus 로고
    • Computing communities in large networks using random walks
    • Pons P, Latapy M. Computing communities in large networks using random walks. Journal of Graph Algorithms and Applications, 2006, 10(2): 191-218.
    • (2006) Journal of Graph Algorithms and Applications , vol.10 , Issue.2 , pp. 191-218
    • Pons, P.1    Latapy, M.2
  • 17
    • 49449116082 scopus 로고    scopus 로고
    • Community detection in complex networks using agents
    • arXiv: cs/0610129v1
    • Gunes I, Bingol H. Community detection in complex networks using agents. 2006, arXiv: cs/0610129v1.
    • (2006)
    • Gunes, I.1    Bingol, H.2
  • 18
    • 39549086558 scopus 로고    scopus 로고
    • Maps of random walks on complex networks reveal community structure
    • doi: 10.1073/pnas.0706851105
    • Rosvall M, Bergstrom CT. Maps of random walks on complex networks reveal community structure. Proceedings of National Academy of Science, 2008, 105(4): 1118-1123. [doi: 10.1073/pnas.0706851105]
    • (2008) Proceedings of National Academy of Science , vol.105 , Issue.4 , pp. 1118-1123
    • Rosvall, M.1    Bergstrom, C.T.2
  • 19
    • 46149083017 scopus 로고    scopus 로고
    • Optimal partition and effective dynamics of complex networks
    • doi: 10.1073/pnas.0707563105
    • E WN, Li TJ, Vanden-Eijnden E. Optimal partition and effective dynamics of complex networks. Proceedings of National Academy of Science, 2008, 105(23): 7907-7912. [doi: 10.1073/pnas.0707563105]
    • (2008) Proceedings of National Academy of Science , vol.105 , Issue.23 , pp. 7907-7912
    • E, W.N.1    Li, T.J.2    Vanden-Eijnden, E.3
  • 20
    • 34648844186 scopus 로고    scopus 로고
    • Community mining from signed social networks
    • doi: 10.1109/TKDE.2007.1061
    • Yang B, Cheung WK, Liu JM. Community mining from signed social networks. IEEE Trans. on Knowledge and Data Engineering, 2007, 19(10): 1333-1348. [doi: 10.1109/TKDE.2007.1061]
    • (2007) IEEE Trans. on Knowledge and Data Engineering , vol.19 , Issue.10 , pp. 1333-1348
    • Yang, B.1    Cheung, W.K.2    Liu, J.M.3
  • 22
    • 0036931833 scopus 로고    scopus 로고
    • Cluster ensembles - A knowledge reuse framework for combining partitionings
    • Edmonton: AAAI Press
    • Strehl A, Ghosh J. Cluster ensembles-A knowledge reuse framework for combining partitionings. In: Proc. of the AAAI. Edmonton: AAAI Press, 2002. 93-98.
    • (2002) Proc. of the AAAI , pp. 93-98
    • Strehl, A.1    Ghosh, J.2
  • 23
    • 37649028224 scopus 로고    scopus 로고
    • Finding and evaluating community structure in networks
    • doi: 10.1103/PhysRevE.69.026113
    • Newman MEJ, Girvan M. Finding and evaluating community structure in networks. Physical Review E, 2004, 69(2): 026113. [doi: 10.1103/PhysRevE.69.026113]
    • (2004) Physical Review , vol.69 , Issue.2 , pp. 026113
    • Newman, M.E.J.1    Girvan, M.2
  • 25
    • 55849088356 scopus 로고    scopus 로고
    • Benchmark graphs for testing community detection algorithms
    • doi: 10.1103/PhysRevE.78.046110
    • Lancichinetti A, Fortunato S, Radicchi F. Benchmark graphs for testing community detection algorithms. Physical Review E, 2008, 78(4): 046110. [doi: 10.1103/PhysRevE.78.046110]
    • (2008) Physical Review E , vol.78 , Issue.4 , pp. 046110
    • Lancichinetti, A.1    Fortunato, S.2    Radicchi, F.3
  • 26
    • 33846126275 scopus 로고    scopus 로고
    • Resolution limit in community detection
    • doi: 10.1073/pnas.0605965104
    • Fortunato S, Barthélemy M. Resolution limit in community detection. Proceedings of National Academy of Science, 2007, 104(1): 36-41. [doi: 10.1073/pnas.0605965104]
    • (2007) Proceedings of National Academy of Science , vol.104 , Issue.1 , pp. 36-41
    • Fortunato, S.1    Barthélemy, M.2
  • 27
    • 42449110882 scopus 로고
    • An information flow model for conflict and fission in small groups
    • Zachary WW. An information flow model for conflict and fission in small groups. Journal of Anthropological Research, 1977, 33(4): 452-473.
    • (1977) Journal of Anthropological Research , vol.33 , Issue.4 , pp. 452-473
    • Zachary, W.W.1
  • 28
    • 0242490500 scopus 로고    scopus 로고
    • The emergent properties of a dolphin social network
    • doi: 10.1098/rsbl.2003.0057
    • Lusseau D. The emergent properties of a dolphin social network. Proceedings of the Royal Society B: Biological Sciences, 2003, 270(Suppl2): 186-188. [doi: 10.1098/rsbl.2003.0057]
    • (2003) Proceedings of the Royal Society B: Biological Sciences , vol.270 , Issue.SUPPL.2 , pp. 186-188
    • Lusseau, D.1
  • 29
    • 33745012299 scopus 로고    scopus 로고
    • Modularity and community structure in networks
    • doi: 10.1073/pnas.0601602103
    • Newman MEJ. Modularity and community structure in networks. Proceedings of National Academy of Science, 2006, 103(23): 8577-8582. [doi: 10.1073/pnas.0601602103]
    • (2006) Proceedings of National Academy of Science , vol.103 , Issue.23 , pp. 8577-8582
    • Newman, M.E.J.1
  • 30
    • 2942688978 scopus 로고    scopus 로고
    • Community structure in jazz
    • doi: 10.1142/ S0219525 903001067
    • Gleiser PM, Danon L. Community structure in jazz. Advances in Complex Systems, 2003, 6(4): 565-573. [doi: 10.1142/ S0219525 903001067]
    • (2003) Advances in Complex Systems , vol.6 , Issue.4 , pp. 565-573
    • Gleiser, P.M.1    Danon, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.