Characterization of complex networks: A survey of measurements

Advances in Physics

Volumn 56, Issue 1, 2007, Pages 167-242

  Costa, L Da F ^a   Rodrigues, F A ^a   Travieso, G ^a   Boas, P R Villas ^a  

^a UNIVERSITY OF SÃO PAULO   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION METHODS; MATHEMATICAL MODELS; PERTURBATION TECHNIQUES; SET THEORY; STATISTICS; SURVEYING; TOPOLOGY;

COMPLEX NETWORKS; MULTIVARIATE STATISTICS; PRINCIPAL MODELS;

LARGE SCALE SYSTEMS;

EID: 33947724499     PISSN: 00018732     EISSN: 14606976     Source Type: Journal    
DOI: 10.1080/00018730601170527     Document Type: Review

References (220)

1. P.J. Flory, J. Amer. Chem. Soc. 63 3083 (1941).
2. A. Rapoport, Bull. Math. Biophy. 13 85 (1951).
3. A. Rapoport, Bull. Math. Biophy. 15 523 (1953).
4. A. Rapoport, Bull. Math. Biophy. 19 257 (1957).
5. P. Erdos and A. Rényi, Publ. Math., 6 290 (1959).
6. P. Erdos and A. Rényi, Publ. Math. Inst. Hungar. Acad. Sci. 5 17 (1960).
7. P. Erdos and A. Rényi, Acta Math. Sci. Hung. 12 261 (1961).
8. D.J. Watts and S.H. Strogatz, Nature 393 440 (1998).
9. A.-L. Barabási and R. Albert, Science 286 509 (1999).
10. M. Girvan and M.E.J. Newman, Proc. Nat. Acad. Sci. USA 99 7821 (2002).
11. B. Bollobás, Modern Graph Theory. Graduate Texts in Mathematics (Springer-Verlag, New York, 1998).
12. D.B. West, Introduction to Graph Theory (Prentice Hall, London, 2001).
13. J.P. Scott, Social Network Analysis: A Handbook (Sage Publications, 2000).
14. M.E.J. Newman and J. Park, Phys. Rev. E 68 036122 (2003).
15. A.-L. Barabási and Z.N. Oltvai, Nature 5 101 (2004).
16. S. Bornholdt and H.G. Schuste (Eds) Handbook of Graphs and Networks: From the Genome to the Internet, (Wiley-VCH, London, 2003).
17. L.A.N. Amaral and J.M. Ottino, Eur. Phy. J. B, 38 147 (2004).
18. M. Faloutsos, P. Faloutsos, and C. Faloutsos, Comp. Commun. Rev. 29 251 (1999).
19. R. Albert, H. Jeong, and A.-L. Barabási, Nature 401 130 (1999).
20. A.-L. Barabási, R. Albert, and H. Jeong, Phys. A 281 69 (2000).
21. R. Albert and A.-L. Barabási, Rev. Mod. Phys. 74 48 (2002).
22. S.N. Dorogovtsev and J.F.F. Mendes, Adv. Phys. 51 1079 (2002).
23. M.E.J. Newman, SIAM Rev. 45 167 (2003).
24. S. Boccaletti, V. Latora, Y. Moreno, M. Chaves, and D.-U. Hwang, Phys. Rep. 424 175 (2006).
25. B. Hayes, Amer. Scien. 88 9 (2000).
26. B. Hayes, Amer. Scien. 88 104 (2000).
27. A.-L. Barabási and E. Bonabeau, Scien. Amer. 288 60 (2003).
28. U. Brandes and D. Wagner (Eds) Graph-Theoretic Concepts in Computer Science, Lecture Notes in Computer Science, Konstanz, Germany, June 15-17 2000. 26th International Workshop, Springer.
29. P.L. Garrido and J. Marro (Eds) Modeling Complex Systems, volume 661 of American Institute of Physics Conference Proceedings, Spain, 2003. Seventh Granada Lectures, Melville: New York.
30. R. Pastor-Satorras, M. Rubi, and A. Diaz-Guilera (Eds) Statistical Mechanics of Complex Networks, volume 625 of Lecture Notes in Physics (Springer, Berlin, 2003).
31. M. Boguñá R. Pastor-Satorras and A. Vespignani (Eds) Statistical Mechanics of Complex Networks, volume 625 of Lectures and Notes in Physics (Springer, Berlin, 2003).
32. E. Ben-Naim, H. Frauenfelder and Z. Toroczkai (Eds), Complex Networks, Lecture Notes in Physics (Springer Verlag, Berlin, 2004).
33. D. Bonchev and D.H. Rouvray (Eds), Complexity in Chemistry, Biology, and Ecology, Mathematical and Computational Chemistry (Springer, Berlin, 2005).
34. M.E.J. Newman, A.-L. Barabási and D.J. Watts (Eds), The Structure and Dynamics of Networks (Princeton University Press, Princeton, 2006).
35. B. Bollobás, Random graphs (Academic Press, Inc., New York, 1985).
36. R. Diestel, Graph Theory (Springer, Berlin, 2000).
37. S.N. Dorogovtsev and J.F.F. Mendes, Evolution of Networks - From Biological Nets to the Internet and WWW (Oxford University Press, Oxford, 2003).
38. S. Strogatz, Sync: The Emerging Science of Spontaneous Order (Hyperion, London, 2003).
39. D.J. Watts, Small worlds: the dynamics of networks between order and randomness (Princeton University Press, Princeton, 1999).
40. B.A. Huberman, The Laws of the Web: Patterns in the Ecology of Information (The MIT Press, Massachusetts, 2001).
41. M. Castells, The Internet Galaxy (Oxford University Press, New York, 2001).
42. A.-L. Barabási, Linked: How Everything Is Connected to Everything Else and What It Means (Plume, 2002).
43. M. Buchanan, Nexus: Small Worlds and tlie Groundbreaking Science of Networks (Norton, New York, 2002).
44. D.J. Watts, Six Degrees. The Science of a Connected Age (W.W. Norton & Company, 2003).
45. M. Kochen, The Small World (Ablex Publishing Corporation, New Jersey, 1989).
46. S. Wasserman and K. Faust, Social Network Analysis (Cambridge University Press, Cambridge, 1994).
47. P. Hage and F. Harary, Island Networks: Communication, Kinship and Classification Structures in Oceania (Cambridge University Press, New York, 1996).
48. W.E. Baker, Networking Smart: How To Build Relationships for Personal and Organizational Success (Backinprint.com, 2000).
49. W.E. Baker, Achieving Success Through Social Capital: Tapping Hidden Resources in Your Personal and Business Networks (Jossey-Bass, London, 2000).
50. R.R. McNeill and W.H. McNeill, The Human Web: A Bird's-Eye View of World History (W.W. Norton & Company, New York, 2003).
51. P.R. Monge and M.S. Contractor, Theories of Communication Networks (Oxford Univeristy Press, New York, 2003).
52. P.J. Carrington, J. Scott and S. Wasserman (Eds), Models and Methods in Social Network Analysis (Cambridge University Press, Cambridge, 2005).
53. L.C. Freeman, The Development of Social Network Analysis: A Study in the Sociology of Science (Empirical Press, New York, 2004).
54. P. Csermely, Weak Links: Stabilizers of Complex Systems from Proteins to Social Networks (Springer, Berlin, 2006).
55. D. Messner, The Network Society: Economic Development and International Competitiveness as Problems of Social Governance (Frank Cass Publishers, Portland, 1997).
56. Ross Dawson, Living Networks: Leasing your Company, Customers, and Partners in the Hyper-Connected Economy (Prentice Hall, New Jersey, 2003).
57. C. Westland, Financial Dynamics: A System for Valuing Technology Companies (John Wiley & Sons, London, 2003).
58. Y. Benkler, The Wealth of Networks: How Social Production Transforms Markets and Freedom (Yale University Press, Yale, 2006).
59. M. Dodge and R. Kitchin, Mapping Cyberspace (Routledge, New York, 2001).
60. M. Dodge and R. Kitchin, Atlas of Cyberspace (Addison-Wesley, Great Britian, 2001).
61. P. Baldi, P. Frasconi and P. Smyth, Modeling the Internet and the Web: Probabilistic Methods and Algorithms (John Wiley & Sons, England, 2003).
62. R. Pastor-Satorras and A. Vespignani, Evolution and Structure of the Internet: A Statistical Physics Approach (Cambridge University Press, Cambridge, 2004).
63. D. Stauffer and A. Aharony, Introduction to Percolation Theory (Taylor and Francis, London, 1994).
64. A. Bunde and S. Havlin, Fractals in Science (Springer, Berlin, 1995).
65. A. Bunde and S. Havlin, Fractals and Disordered Systems (Springer, Berlin, 1996).
66. Y. Bar-Yam, Dynamics of Complex Systems (Perseus Books, New York, 1992).
67. N. Boccara, Modeling Complex Systems (Springer-Verlag New York, 2004).
68. L. da F. Costa and R.M. Cesar Jr, Shape Analysis and Classification: Theory and Practice (CRC Press, New York, 2001).
69. R.O. Duda, P.E. Hart and D.G. Stork, Pattern Classification (John Wiley & Sons, Inc., New York, 2001).
70. E. Ziv, R. Koytcheff, M. Middendorf and C. Wiggins, Phys. Rev. E 71 016110 (2005).
71. M. Barthelemy, A. Barrat, R. Pastor-Satorras and A. Vespignani, Physica A 346 34 (2005).
72. S. Milgram, Psy. Today 1 60 (1967).
73. R. Monasson, Eur. Phys. J. B 12 (1999).
74. M.E.J. Newman and D.J. Watts, Phys. Rev. Lett. A 263 341 (1999).
75. E.A. Bender and E.R. Can, J. Combinat. Theory, Ser. A 24 296 (1978).
76. M. Molloy and B. Reed, Rand. Struct. Algor. 6 161 (1995).
77. M. Molloy and B. Reed, Prob. Comp. 7 295 (1998).
78. M.E.J. Newman (edited by S. Bornholdt and H.G. Schuster), Handbook of Graphs and Networks: From the Genome to the Internet, (Wiley-VCH, New York, 2003).
79. M.E.J. Newman, D.J. Watts and S.H. Strogatz, Proc. Nat. Acad. Sci. USA 99 2566 (2002).
80. M.E.J. Newman, S.H. Strogatz and D.J. Watts, Phys. Rev. E 64 26118 (2001).
81. R. Milo, N. Kashtan, S. Itzkovitz, M.E.J. Newman and U. Alon. Cond. Mat. 0312028 (2003).
82. W. Aiello, F. Chung, and L. Lu, Proceedings of the thirty-second annual ACM symposium on Theory of computing (Portland, Oregon, ACM Press, 2000), pp. 171-180.
83. F. Chung and L. Lu, Proc. Nat. Acad. Sci. USA 99 15879 (2002).
84. R. Cohen and S. Havlin, Phys. Rev. Lett. 90 58701 (2003).
85. M.T. Gastner and M.E.J. Newman, The European Physical Journal B, 49 247 (2006).
86. R. Albert, I. Albert and G.L. Nakarado, Phys. Rev. E 69 025103 (2004).
87. R. Kinney, P. Crucitti, R. Albert and V. Latora, Eur. Phys. J. B 46 101 (2005).
88. A. Barrat, M. Barthélemy, R. Pastor-Satorras and A. Vespignani, Proc. Nat. Acad. Sci. USA 101 3747 (2004).
89. R. Guimerà, S. Mossa, A. Turtschi and L.A.N. Amaral, Proc. Nat. Acad. Sci. USA 102 7794 (2005).
90. Y. Hayashi, Physics 0512011 (2005).
91. V. Latora and M. Marchiori, Physica A 314 109 (2002).
92. O. Sporns, Complexity 8 (2002).
93. M. Kaiser and C.C. Hilgetag, Phys. Rev. E 69 036103 (2004).
94. V. Latora and M. Marchiori, Phys. Rev. Lett. 87 198701 (2001).
95. R. Guimerà, A. Díaz-Guilera, F. Vega-Redondo, A. Cabrales and A. Arenas, Phys. Rev. Lett. 89 248701 (2002).
96. V. Gol'dshtein, G.A. Koganov and G.I. Surdutovich, Cond. Mat. 0409298 (2004).
97. V. Latora and M. Marchiori, Phys. Rev. E 71 015103R (2005).
98. M.E.J. Newman, Phys. Rev. E 64 016131 (2001).
99. J.-P. Onnela, J. Saramäki, J. Kertész and K. Kaski, Phys. Rev. E 71 065103(R) (2005).
100. E. Ravasz and A.-L. Barabási, Phys. Rev. E 67 026112 (2003).
101. S.N. Soffer and A. Vázquez, Phys. Rev. E 71 057101 (2005).
102. H.J. Kim and J.M. Kim, Phys. Rev. E 72 036109 (2005).
103. G. Caldarelli, R. Pastor-Satorras and A. Vespignani, Eur. Phys. J. B 38 183 (2004).
104. H.D. Rozenfeld, J.E. Kirk, E.M. Bollt and D. ben Avraham, J. Phys. A: Math. Gen. 38 4589 (2005).
105. P.G. Lind, M.C. Gonzalez and H.J. Herrmann, Phys. Rev. E 72 056127 (2005).
106. K. Klemm and F.F. Stadler, Cond. Mat. 0506493 (2005).
107. G. Bianconi and A. Capocci, Phys. Rev. Lett. 90 078701 (2003).
108. G. Bianconi, G. Caldarelli and A. Capocci, Phys. Rev. E 71 066116 (2005).
109. G. Bianconi and M. Marsili, J. Stat. Mech.: Theory Exper. P06005 (2005).
110. G. Bianconi and M. Marsili, Phys. Rev. E 73 066127 (2006).
111. V. Colizza, A. Flammini, M.A. Serrano and A. Vespignani, Nature Phys. 2 110 (2006).
112. S. Zhou and R.J. Mondragon, Commun. Lett. IEEE 8 180 (2004).
113. S.N. Dorogovtsev and J.F.F. Mendes, Cond. Mat. 0404593 (2004).
114. S. Maslov and K. Sneppen, Science 296 910 (2002).
115. M. Boguñá and R. Pastor-Satorras, Phys. Rev. E 66 047104 (2002).
116. R. Pastor-Satorras, A. Vazquez and A. Vespignani, Phys. Rev. Lett. 87 258701 (2001).
117. M.E.J. Newman, Phys. Rev. Lett. 89 208701 (2002).
118. M. Catanzaro, G. Caldarelli and L. Pietronero, Phys. Rev. E 70 037101 (2004).
119. J. Park and M.E.J. Newman, Phys. Rev. E 68 026112 (2003).
120. J. Berg, M. Lässig and A. Wagner, BMC Evolut. Biol. 4 51 (2004).
121. M. Brede and S. Sinha, Cond. Mat. 0507710 (2005).
122. M. di Bernardo, F. Garofalo and F. Sorrentino, Cond. Mat. 0506236 (2005).
123. M. di Bernardo, F. Garofalo and F. Sorrentino, Int. J. Bifurc. Chaos, in press (2006).
124. N. Madar, T. Kalisky, R. Cohen, D. ben Avraham and S. Havlin, Eur. Phys. J. B 38 269 (2004).
125. T. Zhou, Z.-Q. Fu and B.-H. Wang, Prog. Nat. Sci. 16 452 (2006).
126. S. Gupta, R.M. Anderson and R.M. May, AIDS 03 807 (1989).
127. M.E.J. Newman, Phys. Rev. E 67 026126 (2003).
128. P. Holme, F. Liljeros, C.R. Edling and B.J. Kim, Phys. Rev. E 68 056107 (2003).
129. E. Estrada and J.A. Rodríguez-Veláquez, Phys. Rev. E 72 046105 (2005).
130. F. Reif, Fundamentals of Statistical and Thermal Physics (McGraw-Hill, London, 1965).
131. L. Brillouin, Science and Information Theory (Dover Phoenix Editions, 2004).
132. L.E. Reichl, A Modern Course in Statistical Physics (Wiley-Interscience, 1998).
133. C.E. Shannon and W. Weaver, The Mathematical Theory of Communication (University of Illinois, 1963).
134. B. Wang, H. Tang, C. Guo and Z. Xiu, Cond. Mat. 0506725 (2005).
135. L. Demetrius and T. Manke, Physica A 346 682 (2004).
136. R.V. Solé and S. Valverde, Lecture Notes in Phyics (Springer, Berlin, 2004), pp. 169-190.
137. K. Sneppen, A. Trusina and M. Rosvall, Europhys. Lett. 69 853 (2005).
138. M. Rosvall and K. Sneppen, Cond. Mat. 0604036 (2006).
139. M. Rosvall, A. Trusina, P. Minhagen and K. Sneppen, Phys. Rev. Lett. 94 028701 (2005).
140. A. Trusina, M. Rosvall and K. Sneppen, Phys. Rev. Lett. 94 238701 (2005).
141. M. Rosvall, A. Grönlund, P. Minnhagen and K. Sneppen, Phys. Rev. E 72 046117 (2005).
142. G. Bianconi, Cond. Mat. 0606365 (2006).
143. L.C. Freeman, Sociometry 40 35 (1977).
144. A. Arenas, A. Cabrales, A. Diaz-Guilera, R. Guimerà and F. Vega-Redondo, Statistical Mechanics of Complex Networks, volume 625 of Lecture Notes in Physics (Springer, Berlin, 2003).
145. M.E.J. Newman, Soci. Networ. 27 39 (2005).
146. D. Koschützki, K.A. Lehmann, L. Peeters, S. Richter, D. Tenfelde-Podehl and O. Zlotowski, Lecture Notes in Computer Science, 3418 (2005).
147. I.J. Farkas, I. Derenyi, A.-L. Barabási and T. Vicsek, Phys. Rev. E 64 026704 (2001).
148. K.-I. Goh, B. Kahng and D. Kim, Phys. Rev. E 64 051903 (2001).
149. V. Rosato and F. Tiriticco, Eur. Lett. 66 471 (2004).
150. M.L. Mehta, Random Matrices (Academic Press, London, 1991).
151. A.J. Seary and W.D. Richards, Dynamic Social Network Modeling and Analysis (National Academy Press, 2003), pp. 209-228.
152. A. Arenas, L. Danon, A. Díaz-Guilera, P.M. Gleiser and R. Guimerà, Eur. Phys. J. B 38 373 (2004).
153. P.M. Gleiser and L. Danon, Adv. Complex Syst. 6 (2003).
154. R. Guimerà and L.A.N. Amaral, Nature 433 895 (2005).
155. F. Radicchi, C. Castellano, F. Cecconi, V. Loreto and D. Parisi, Proc. Nat. Acad. Sci. USA 101 2658 (2004).
156. J. Reichardt and S. Bornholdt, Cond. Mat. 0603718 (2006).
157. J. Reichardt and S. Bornholdt, Cond. Mat. 0606220 (2006).
158. J. Reichardt and S. Bornholdt, Phys. Rev. Lett. 93 218701 (2004).
159. M.E.J. Newman and M. Girvan, Phys. Rev. E 69 026113 (2004).
160. G. Schlosser and G.P. Wagner, Modularity in Development and Evolution (University of Chicago Press, Chicago, 2004).
161. E. Ziv, M. Middendorf and C.H. Wiggins, Physical Review E 71 046117 (2005).
162. M.E.J. Newman, Eur. Phys. J. B 38 321 (2004).
163. L. Danon, J. Duch, A. Arenas and A. Diaz-Guilera, J. Statist. Mech.: Theory Exper. P09008 (2005).
164. A.J. Seary and W.D. Richards, Proceedings of the International Conference on Social Networks, volume 1 (1995).
165. M.E.J. Newman, Physics 0605087 (2006).
166. M Fiedler, Czechosl. Math. J. 23 298 (1973).
167. A. Pothen, H. Simon and K.P. Liou, SIAM J. Matrix Anal. Appl. 11 430 (1990).
168. A. Capocci, V.D.P. Servedio, G. Caldarelli and F. Colaiori, Phys. A 352 669 (2005).
169. M.E.J. Newman, Proc. Nat. Acad. Sci. USA 103 8577 (2006).
170. J.R. Tyler, D.M. Wilkinson and B.A. Huberman, Proceedings of the First International Conference on Communities and Technologies (2003).
171. L. da F. Costa, Phys. Rev. E 70 056106 (2004).
172. M.R. Anderberg, Cluster analysis for applications (Academic Press, London, 1973).
173. A.K. Jain and R.C. Dubes, Algorithms for clustering data (Prentice Hall, New York, 1988).
174. H.C. Romesburg, Cluster analysis for researchers (Robert E. Krieger, London, 1990).
175. J. Hopcroft, O. Khan, B. Kulis and B. Selman. Proc. Nat. Acad. Sci. USA 101 5249 (2004).
176. A. Clauset, M.E.J. Newman and C. Moore, Phys. Rev. E 70 066111 (2004).
177. L. Danon, A. Díaz-Guilera and A. Arenas, Physics. 0601144 (2006).
178. J. Duch and A. Arenas, Phys. Rev. E 72 027104 (2005).
179. M.E.J. Newman, Phys. Rev. E 69 026113 (2004).
180. J.P. Bagrow and E.M. Bollt, Phys. Rev. E 72 046108 (2005).
181. A. Clauset, Phys. Rev. E 72 026132 (2005).
182. S.N. Dorogovtsev, A.V. Goltsev and J.F.F. Mendes, Phys. Rev. Lett. 96 40601 (2006).
183. J.I. Alvarez-Hamelin, L. Dall'Asta, A. Barrat and A. Vespignani, cs.NI/0504107 (2005).
184. S.N. Dorogovtsev, J.F.F. Mendes, A.M. Povolotsky and A.N. Samukhin, Phys. Rev. Lett. 95 195701 (2005).
185. A.V. Goltsev, S.N. Dorogovtsev and J.F.F. Mendes, Phys. Rev. E 73 056101 (2006).
186. S. Carmi, S. Havlin, S. Kirkpatrick, Y. Shavitt and E. Shir, cs.NI/0607080 (2006).
187. S. Wuchty and E. Almaas, Proteomics 5 444 (2005).
188. M. Altaf-Ul-Amin, K. Nishikata, T. Koma, T. Miyasato, Y. Shinbo, M. Arifuzzaman, C. Wada, M. Maeda, T. Oshima, H. Mori and S. Kanaya, Genome Inform. 14 498 (2003).
189. S.S. Shen-Orr, R. Milo, S. Mangan and U. Alon, Nature Genet. 31 64 (2002).
190. R. Milo, S. Shen-Orr, S. Itzkovitz, N. Kashtan, D. Chklovskii and U. Alon, Science 298 824 (2002).
191. M. Middendorf, E. Ziv and C.H. Wiggins, Proc. Nat. Acad. Sci. 102 3192 (2005).
192. R. Milo, S. Itzkovitz, N. Kashtan, R. Levitt, S. Shen-Orr, I. Ayzenshtat, M. Sheffer and U. Alon, Science 303 1538 (2004).
193. E. Estrada and J.A. Rodríguez-Velázquez, Phys. Rev. E 71 056103 (2005).
194. L. Vincent, Sig. Process. 16 365 (1989).
195. E.R. Dougherty and R.A. Lotufo, Hands-on Morphological Image Processing (SPIE Press, New York, 2003).
196. H. Heijmans, P. Nacken, A. Toet and L. Vincent, J. Visual Commun. Image Repres. 3 24 (1990).
197. M.P. Viana and L. da F. Costa, Cond. Mat. 0504346 (2005).
198. L. da F. Costa, Phys. Rev. Lett. 93 098702 (2004).
199. L. da F. Costa and L.E.C. da Rocha, Eur. Phys. J. B 50 (2006).
200. L. da F. Costa and F.N. Silva, J. Stat. Phys. in press (2004).
201. C. Song, S. Havlin and H.A. Makse, Nature 433 392 (2005).
202. B. Machta and J. Machta, Phys. Rev. E 71 026704 (2005).
203. B. Codenotti and M. Leoncini, Introduction to Parallel Processing (Addison-Wesley, London, 1993).
204. H. Meyer-Ortmanns, Cond. Mat. 0311109 (2003).
205. J.C. Claussen, q-bio, MN/0410024 (2004).
206. D. Garlaschelli and M.I. Loffredo, Phys. Rev. Lett. 93 268701 (2004).
207. M. Kaiser and C.C. Hilgetag, Biol. Cybern. 90 311 (2004).
208. L. da F. Costa, M. Kaiser and C. Hilgetag, Physics 0607272 (2006).
209. P.L. Krapivsky and S. Redner, J. Phys. A: Math. Gen. 35 (2002).
210. A.L. Edwards, An Introduction to Linear Regression and Correlation (W.H. Freeman and Co, San Francisco, 1993).
211. G.J. McLachlan, Discriminant Analysis and Statistical Pattern Recognition (Wiley, London, 2004).
212. K. Fukunaga, Introduction to Statistical Pattern Recognition (Academic Press, New York, 1990).
213. R.A. Johnson and D.W. Wichern, Applied Multivariate Statistical Analysis (Prentice Hall, New York, 2002).
214. P.R.R. Prado, F.F. Franco, M.H. Manfrin and L. da F. Costa, Proceedings of the Third Brazilian Symposium of Mathematical and Computational Biology I (E-papers publishing, Rio de Janeiro, 2004) pp. 329-340.
215. V. Batagelj and A. Mrvar, Pajek datasets. University of Ljubljana, Slovenia, http://vlado.fmf.uni-lj.si/pub/networks/data (2006).
216. R. Guimerà and L.A.N. Amaral, Eur. Phys. J. B 38 381 (2004).
217. H. Jeong, S.P. Mason, A.-L. Barabási and Z.N. Oltvai, Nature 411 41 (2001).
218. S.H. Yook, H. Jeong and A.-L. Barabási, Proc. Nat. Acad. Sci. USA 99 13382 (2002).
219. D. Stoyan, W.S. Kendall and J. Mecke, Stochastic Geometry and Its Applications (John Wiley and Sons, London, 1996).
220. J.F. Hair, R.E. Anderson, R.L. Tatham and W.C. Black, Multivariate Data Analysis (Prentice-Hall Int. Inc., New Jersey, 1998).