CentiServer
comprehensive centrality resource and server for centralities calculation version: 1.0.0

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The Centiserver on OMICTools

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Alphabetically/Chronologically sorted list

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  1. ABRA - Approximating Betweenness Centrality (2016)
  2. Absorbing Random-walk Centrality (2015)
  3. AC-based Power Flow (2017)
  4. Algebraic Centrality (2010)
  5. Alpha Centrality (2001)
  6. APA - Adapted PageRank Algorithm (2012)
  7. APA Based - Adapted PageRank Algorithm Based (2016)
  8. ATC - Annotation Transcriptional Centrality (2010)
  9. ATria (2017)
  10. Attachment Centrality (2016)
  11. Average Distance (2009)
  12. Bargaining Centrality (1987)
  13. Barycenter Centrality (2009)
  14. Bayesian Centrality (2014)
  15. Bipartivity (2005)
  16. Bonacich Power Centrality (1987)
  17. BottleNeck (2004)
  18. Bridgeness (2008)
  19. Bridgeness Centrality (2015)
  20. Bridging Centrality (2004)
  21. Burt's constraint (1995)
  22. CBC - Cross-Layer Betweenness Centrality (2016)
  23. CCIS (2013)
  24. CEC - Conductance Eigenvector Centrality (2016)
  25. Centroid Value (2009)
  26. Cext-N - Extensity Centrality-Newman (2014)
  27. Circuit Centrality (2016)
  28. Closeness Centrality (1978)
  29. Closeness Centrality Group Identification (2016)
  30. Closeness Vitality (2005)
  31. ClusterRank (2013)
  32. Co-Betweenness Centrality (2007)
  33. CoEWC - Co-Expression Weighted by Clustering Coefficient (2013)
  34. Combining of Existing Centrality Measures (2017)
  35. Communicability Centrality (2008)
  36. Communicability Betweenness Centrality (2009)
  37. Community Centrality (2006)
  38. Composite Centrality (2014)
  39. Connectionist Centrality (2013)
  40. Content Centrality (2016)
  41. Continuous-time Quantum Walks Centrality (2017)
  42. Control Centrality (2012)
  43. Coreness Centrality (2014)
  44. Covertness Centrality (2012)
  45. C-path Centrality (2016)
  46. Cross-Clique Connectivity (2013)
  47. Current-Flow Betweenness Centrality (2005)
  48. Alpha Current-Flow Betweenness Centrality (2013)
  49. Truncated Alpha Current-Flow Betweenness Centrality (2013)
  50. Beta Current-Flow Betweenness Centrality (2015)
  51. Distributed Current-Flow Betweenness Centrality (2015)
  52. Current-Flow Closeness Centrality (2005)
  53. Dangalchev Closeness Centrality (2006)
  54. DC - Diffusion Centrality (2016)
  55. Decay Centrality (2008)
  56. Degree Centrality (1951)
  57. Degree Centrality Negative Ties (2017)
  58. Degree Sphere Centrality (2009)
  59. DelayFlow Centrality (2013)
  60. DFC - Disease Flow Centrality (2011)
  61. DiffSLC Centrality (2017)
  62. Diffusion Degree (2011)
  63. DMNC - Density of Maximum Neighborhood Component (2008)
  64. DS - Dynamic-Sensitive Centrality (2016)
  65. DSS - Double Screening Scheme (2008)
  66. Dynamical Centrality (2017)
  67. Eccentricity Centrality (1995)
  68. EDCC - Effective Distance Closeness Centrality (2015)
  69. Edge Disjoint K-path Centrality (2006)
  70. Edge Weighted (2014)
  71. Effectiveness (?)
  72. Efficiency Centrality (2017)
  73. EGC (2014)
  74. Ego-betweenness Centrality (2017)
  75. Eigentrust (2003)
  76. Eigenvector Centrality (1972)
  77. Entropy Centrality (2008)
  78. Re-defined Entropy Centrality (2017)
  79. EPC - Edge Percolated Component (2008)
  80. Epidemic Centrality (2013)
  81. Flow Betweenness Centrality (1991)
  82. Flux Centrality (1993)
  83. Fuzzy Closeness Centrality (2014)
  84. Game Centrality (2013)
  85. Geodesic K-Path Centrality (2006)
  86. GFT - Graph Fourier Transform Centrality (2017)
  87. Graphlet Degree Centrality (2011)
  88. Group Betweenness Centrality (1999)
  89. Harary Graph Centrality (1995)
  90. H-group Closeness Centrality (2017)
  91. Harmonic Centrality (2000)
  92. HellRank (2017)
  93. HITS - Hypertext Induced Topic Selection (1999)
  94. HITS Based Page Rank (2017)
  95. Holevo Quantity - Edge Centrality (2016)
  96. Holevo Quantity - Vertex Centrality (2017)
  97. Hubbell Index (1965)
  98. Ing Process - Iterative Neighbourinformation Gathering Process (2017)
  99. Information Centrality (1989)
  100. Integration Centrality (?)
  101. K-Core Decomposition (1983)
  102. K-Betweenness Centrality (2009)
  103. K-Path Centrality (2012)
  104. Katz Centrality (Katz Status Index) (1953)
  105. KatzR Centrality (2009)
  106. Kirchhoff Centrality (2016)
  107. Kleinberg's Centrality (1999)
  108. Knotty Centrality (2012)
  109. KSC - K-Shell and Community Centrality (2013)
  110. LA - Local Assortativity (2008)
  111. LAC - Local Average Connectivity-Based Method (2011)
  112. Laplacian Centrality (2012)
  113. LeaderRank (2009)
  114. Leverage Centrality (2010)
  115. LID - Local Interaction Density (2016)
  116. Lin Centrality (1976)
  117. Load Centrality (2001)
  118. Lobby Index (Centrality) (2009)
  119. Local Bridging Centrality (2016)
  120. Local Clustering Coefficient (1998)
  121. LCCDC - Local Clustering Coefficient-based Degree Centrality (2017)
  122. LTR - Linear Threshold Rank (2017)
  123. Markov Centrality (2003)
  124. Maximum Influence Degree (2011)
  125. MCC - Maximal Clique Centrality (2009)
  126. Meta-Centrality (2016)
  127. MNC - Maximum Neighborhood Component (2008)
  128. Mobility Centrality (2015)
  129. Modularity Centrality (2008)
  130. Modularity Density Centrality (2010)
  131. Motif-Based Centrality (2007)
  132. NC - Network Centrality (2012)
  133. NC - Normalized α-Centrality (2011)
  134. Neighbor Based Centrality (2013)
  135. Neighborhood Connectivity (2002)
  136. Network Motif Centrality (2014)
  137. NFC - Neighborhood Functional Centrality (2007)
  138. Nonbacktracking Walk Centrality (2017)
  139. NWRank - Normalized Wide Network Ranking Algorithm (2015)
  140. Opinion Centrality (2017)
  141. PageRank (1998)
  142. Pairwise Disconnectivity Index (2008)
  143. PCen Centrality (2016)
  144. P-CBC - Popularity-Weighted Content-Based Centrality (2018)
  145. PeC Centrality (2012)
  146. Percolation Centrality (2013)
  147. Personalized Katz (2017)
  148. Personalized PageRank (2017)
  149. Perturbation Centrality (2013)
  150. PII - Political Independence Index (2014)
  151. PN Centrality (2014)
  152. Principal Component Centrality (2010)
  153. Radiality Centrality (?)
  154. Random-Walk Betweenness Centrality (2005)
  155. Random-Walk Closeness Centrality (2004)
  156. Ranking-Betweenness Centrality (2014)
  157. Relative Edge Betweenness Centrality (2016)
  158. Residual Closeness Centrality (2006)
  159. Residue Centrality (2006)
  160. ρ-Geodesic Betweenness Centrality (2017)
  161. SALSA (2001)
  162. Shortest-Paths Betweenness Centrality (1977)
  163. Semi Local Centrality (2012)
  164. SoECC - Sum of Edge Clustering Coefficient (2011)
  165. Status Measure (2004)
  166. Straightness Centrality (2006)
  167. Strength (Weighted vertex degree) (2004)
  168. Stress Centrality (1953)
  169. Subgraph Centrality (2000)
  170. TDC - Temporal Dynamic-Sensitive Centrality (2017)
  171. TEO (2016)
  172. Tempo Centrality (2017)
  173. Topological Coefficient (2005)
  174. TPC - Tunable Path Centrality (2014)
  175. Trust Transitivity (2011)
  176. SVT - Singular Vector of Tensor Centrality (2017)
  177. TwitterRank (2010)
  178. WDC - Weighted Degree Centrality (2013)
  179. Weight Neighborhood Centrality (2017)
  180. Weighted H-index Centrality (2017)
  181. Weighted LeaderRank (2014)

Centrality in biological networks


Related works:
  • LI, M., ZHANG, H., WANG, J.-X. & PAN, Y. 2012. A new essential protein discovery method based on the integration of protein-protein interaction and gene expression data. BMC systems biology, 6, 15.
  • PRIFTI, E., ZUCKER, J. D., CLEMENT, K. & HENEGAR, C. 2010. Interactional and functional centrality in transcriptional co-expression networks. Bioinformatics, 26, 3083-9.
  • WANG, P., LÜ, J. & YU, X. 2014. Identification of Important Nodes in Directed Biological Networks: A Network Motif Approach. PLoS ONE, 9, e106132.
  • WANG, Y., SUN, H., DU, W., BLANZIERI, E., VIERO, G., XU, Y. & LIANG, Y. 2014. Identification of Essential Proteins Based on Ranking Edge-Weights in Protein-Protein Interaction Networks. PLoS ONE, 9, e108716.


Centrality in 2-mode networks (Bipartite)


Related works:
  • BORGATTI, S. P. 2009. 2-mode concepts in social network analysis. Encyclopedia of Complexity and System Science, 8279-8291.
  • BORGATTI, S. P. & EVERETT, M. G. 1997. Network analysis of 2-mode data. Social Networks, 19, 243-269.
  • EVERETT, M. G. & BORGATTI, S. P. 2005. Models and methods in social network analysis.
  • FAUST, K. 1997. Centrality in affiliation networks. Social Networks, 19, 157-191.
  • LIEBIG, J. & RAO, A. 2014. A Clustering Coefficient to Identify Important Nodes in Bipartite Networks. arXiv preprint arXiv:1406.5814.

Centrality in dynamic networks


Related works:
  • BRAHA, D. & BAR-YAM, Y. 2006. From centrality to temporary fame: Dynamic centrality in complex networks. Complexity, 12, 59-63.
  • GHOSH, R. & LERMAN, K. 2012. Rethinking centrality: the role of dynamical processes in social network analysis. arXiv preprint arXiv:1209.4616.
  • KLEMM, K., SERRANO, M. Á., EGUÍLUZ, V. M. & MIGUEL, M. S. 2012. A measure of individual role in collective dynamics. Sci. Rep., 2.
  • LERMAN, K., GHOSH, R. & KANG, J. H. 2010. Centrality metric for dynamic networks. Proceedings of the Eighth Workshop on Mining and Learning with Graphs. Washington, D.C.: ACM.
  • MASUDA, N. & KORI, H. 2010. Dynamics-based centrality for directed networks. Physical Review E, 82, 056107.
  • SIMKO, G. I. & CSERMELY, P. 2013. Nodes having a major influence to break cooperation define a novel centrality measure: game centrality. PLoS One, 8, e67159.
  • SZALAY, K. Z. & CSERMELY, P. 2013. Perturbation centrality and Turbine: a novel centrality measure obtained using a versatile network dynamics tool. PLoS One.
  • VUKADINOVIĆ GREETHAM, D., STOYANOV, Z. & GRINDROD, P. 2013. Centrality and Spectral Radius in Dynamic Communication Networks. In: DU, D.-Z. & ZHANG, G. (eds.) Computing and Combinatorics. Springer Berlin Heidelberg.

Centrality in weighted networks


Related works:
  • ABBASI, A. Hybrid centrality measures for binary and weighted networks. 3rd workshop on Complex Networks, 2012.
  • BOHN, A., THEUßL, S., FEINERER, I., HORNIK, K., MAIR, P. & WALCHHOFER, N. 2009. Combining Weighted Centrality and Network Clustering. Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business.
  • WANG, Y., SUN, H., DU, W., BLANZIERI, E., VIERO, G., XU, Y. & LIANG, Y. 2014. Identification of Essential Proteins Based on Ranking Edge-Weights in Protein-Protein Interaction Networks. PLoS ONE, 9, e108716.

Centrality for negative ties


Related works:
  • Kaur, M. and Singh, S., 2017. Ranking based Comparative Analysis of Graph Centrality Measures to detect Negative nodes in Online Social Networks. Journal of Computational Science.

Centrality combination


Related works:
  • DEL RIO, G., KOSCHÜTZKI, D. & COELLO, G. 2009. How to identify essential genes from molecular networks? BMC Systems Biology, 3, 102.
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