Exploiting phase transition in latent networks for clustering

Proceedings of the National Conference on Artificial Intelligence

Volumn 1, Issue , 2011, Pages 908-913

  Qazvinian, Vahed ^a   Radev, Dragomir R ^a  

^a The Department of Civil and Environmental Engineering   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BASELINE METHODS; CLUSTERING COEFFICIENT; CLUSTERING METHODS; COMMUNITY STRUCTURES; CONNECTED COMPONENT; CUT-OFF VALUE; DATA SETS; DIFFERENT DOMAINS; DOCUMENT COLLECTION; NETWORK ENSEMBLE; NETWORK PROPERTIES; NORMALIZED MUTUAL INFORMATION; SHORTEST PATH; TEMPERATURE PARAMETERS; UNWEIGHTED GRAPHS; WEIGHTED NETWORKS;

ARTIFICIAL INTELLIGENCE; GRAPH THEORY; LARGE SCALE SYSTEMS; NUMERICAL ANALYSIS;

PHASE TRANSITIONS;

EID: 80055043639     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. Andrew, G., and Gao, J. 2007. Scalable training of 11-regularized log-linear models. In ICML '07, 33-40.
2. Caldeira, S. M.; Lobão, T. C. P.; Andrade, R.; Neme, A.; and Miranda, J. 2006. The network of concepts in written texts. The European Physical Journal B-Condensed Matter 49(4):523-529.
3. Clauset, A.; Newman, M. E. J.; and Moore, C. 2004. Finding community structure in very large networks. Phys. Rev. E 70(6):066111.
4. Dai, B. T.; Koudas, N.; Ooi, B. C.; Srivastava, D.; and Venkatasubramanian, S. 2006. Rapid identification of column heterogenity. In Proc. IEEE Intnl. Conf. Data Mining.
5. Dorogovtsev, S. N., and Mendes, J. F. F. 2001. Language as an evolving word Web. Proceedings of the Royal Society of London B 268(1485):2603-2606. (Pubitemid 34107140)
6. Erkan, G., and Radev, D. R. 2004. Lexrank: Graph-based centrality as salience in text summarization. JAIR 22(1):457.
7. Ferrer i Cancho, R., and Solé, R. V. 2001. The small-world of human language. Proceedings of the Royal Society of London B 268(1482):2261-2265.
8. Ferrer i Cancho, R.; Solé, R. V.; and Köhler, R. 2004. Patterns in syntactic dependency networks. 69(5).
9. Freeman, L. C. 1977. A set of measures of centrality based on betweenness. Sociometry 40(1):35-41.
10. Gao, J.; Andrew, G.; Johnson, M.; and Toutanova, K. 2007. A comparative study of parameter estimation methods for statistical natural language processing. In ACL '07.
11. Manning, C. D.; Raghavan, P.; and Schütze, H. 2008. Introduction to Information Retrieval. Cambridge University Press.
12. Menczer, F. 2004. Evolution of document networks. PNAS 101(1):5261-5265. (Pubitemid 38469136)
13. Newman, M. E. J. 2003a. The structure and function of complex networks. SIAM Review 45(2):167-256.
14. Newman, M. J. 2003b. Mixing patterns in networks. Rev. E 67, 026126.
15. Newman, M. E. J. 2004. Analysis of weighted networks. Physical Review E 70-056131.
16. Pardo, T.; Antiqueira, L.; das Graças Volpe Nunes, M.; Jr., O. N. O.; and da Fontoura Costa, L. 2006. Modeling and evaluating summaries using complex networks. In PPRO-POR '06.
17. Qazvinian, V., and Radev, D. R. 2008. Scientific paper summarization using citation summary networks. In COLING 2008.
18. Qazvinian, V., and Radev, D. R. 2011. Learning from collective human behavior to introduce diversity in lexical choice. In ACL '11.
19. Steyvers, M., and Tenenbaum, J. B. 2005. The large-scale structure of semantic networks: Statistical analyses and a model of semantic growth. Cognitive Science 29(1):41-78. (Pubitemid 40280365)
20. Watts, D. J., and Strogatz, S. 1998. Collective dynamics of small-world networks. Nature 393:440-442.