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Volumn 7, Issue SUPPL.1, 2006, Pages

ARACNE: An algorithm for the reconstruction of gene regulatory networks in a mammalian cellular context

Author keywords

[No Author keywords available]

Indexed keywords

ENGINEERING ALGORITHMS; FUNCTIONAL MECHANISMS; GENE REGULATORY NETWORKS; INFORMATION-THEORETIC APPROACH; MICROARRAY EXPRESSIONS; NETWORK RECONSTRUCTION; TRANSCRIPTIONAL REGULATORY NETWORKS; TRANSCRIPTIONAL TARGETS;

EID: 33947305781     PISSN: None     EISSN: 14712105     Source Type: Journal    
DOI: 10.1186/1471-2105-7-S1-S7     Document Type: Article
Times cited : (2164)

References (38)
  • 2
    • 0003771439 scopus 로고
    • Statistical mechanics
    • Singapore: World Scientific
    • Ma S-K: Statistical mechanics. Singapore: World Scientific; 1985.
    • (1985)
    • Ma, S.-K.1
  • 4
    • 0842288337 scopus 로고    scopus 로고
    • Inferring cellular networks using probabilistic graphical models
    • Friedman N: Inferring cellular networks using probabilistic graphical models. Science 2004, 303(5659):799-805.
    • (2004) Science , vol.303 , Issue.5659 , pp. 799-805
    • Friedman, N.1
  • 6
    • 0033655775 scopus 로고    scopus 로고
    • Mutual information relevance networks: Functional genomic clustering using pairwise entropy measurements
    • Butte AJ, Kohane IS: Mutual inforFation relevance networks: functional genomic clustering using pairwise entropy measurements. Pac Symp Biocomput 2000:418-429.
    • (2000) Pac Symp Biocomput , pp. 418-429
    • Butte, A.J.1    Kohane, I.S.2
  • 7
    • 0141925279 scopus 로고    scopus 로고
    • Process pathway inference via time series analysis
    • Wiggins C, Nemenman I: Process pathway inference via time series analysis. Experimental Mechanics 2003, 43(3):361-370.
    • (2003) Experimental Mechanics , vol.43 , Issue.3 , pp. 361-370
    • Wiggins, C.1    Nemenman, I.2
  • 8
    • 0003792072 scopus 로고    scopus 로고
    • Multivariate models and dependence concepts
    • Boca Raton, FL: Chapman & Hall
    • Joe H: Multivariate models and dependence concepts. Boca Raton, FL: Chapman & Hall; 1997.
    • (1997)
    • Joe, H.1
  • 9
    • 33748696278 scopus 로고    scopus 로고
    • Information theory, multivariate dependence, and genetic network inference
    • Tech Rep NSF-KITP-04-54, KITP, UCSB arXiv: q-bio/0406015
    • Nemenman I: Information theory, multivariate dependence, and genetic network inference. Tech Rep NSF-KITP-04-54, KITP, UCSB 2004. arXiv: q-bio/0406015
    • (2004)
    • Nemenman, I.1
  • 10
    • 0003391330 scopus 로고
    • Probabilistic reasoning in intelligent systems: Networks of plausible inference
    • San Francisco, CA: Morgan Kaufmann Publishers, Inc
    • Pearl J: Probabilistic reasoning in intellNgent systems: networks of plausible inference. San Francisco, CA: Morgan Kaufmann Publishers, Inc; 1988.
    • (1988)
    • Pearl, J.1
  • 11
    • 11944266539 scopus 로고
    • Information theory and statistical mechanics
    • Janes ET: Information theory and statistical mechanics. Phys Rev 1957, 106:620-630.
    • (1957) Phys Rev , vol.106 , pp. 620-630
    • Janes, E.T.1
  • 15
    • 84933530882 scopus 로고
    • Approximating discrete probability distributions with dependence trees
    • Chow CK, Liu CN: Approximating discrete probability distributions with dependence trees. IEEE Trans Inf Thy 1968, IT-14(3):462-467.
    • (1968) IEEE Trans Inf Thy , vol.IT-14 , Issue.3 , pp. 462-467
    • Chow, C.K.1    Liu, C.N.2
  • 16
    • 2942694772 scopus 로고    scopus 로고
    • Artificial gene networks for objective comparison of analysis algorithms
    • Mendes P, Sha W, Ye K: Artificial gene networks for objective comparison of analysis algorithms. Bioinformatics 2003, 19(Suppl 2):II122-II129.
    • (2003) Bioinformatics , vol.19 , Issue.SUPPL. 2
    • Mendes, P.1    Sha, W.2    Ye, K.3
  • 19
    • 0035221560 scopus 로고    scopus 로고
    • Using graphical models and genomic expression data to statistically validate models of genetic regulatory networks
    • Hartemink AJ, Gifford DK, Jaakkola TS, Young RA: Using graphical models and genomic expression data to statistically validate models of genetic regulatory networks. Pac Symp Biocomput 2001:422-433.
    • (2001) Pac Symp Biocomput , pp. 422-433
    • Hartemink, A.J.1    Gifford, D.K.2    Jaakkola, T.S.3    Young, R.A.4
  • 21
    • 34249832377 scopus 로고
    • A Bayesian method for the induction of probabilistic networks from data
    • Cooper GF, Herskovits E: A Bayesian method for the induction of probabilistic networks from data. Machine Learning 1992, 9:309-347.
    • (1992) Machine Learning , vol.9 , pp. 309-347
    • Cooper, G.F.1    Herskovits, E.2
  • 22
    • 0001019707 scopus 로고    scopus 로고
    • Learning Bayesian networks is NP-complete
    • In Edited by: Fisher DaL H. New York: Springer-Verlag
    • Chickering DM: Learning Bayesian networks is NP-complete. In Learning from Data: Artificial Intelligence and Statistics Edited by: Fisher DaL H. New York: Springer-Verlag; 1996:121-130.
    • (1996) Learning from Data: Artificial Intelligence and Statistics , pp. 121-130
    • Chickering, D.M.1
  • 23
    • 84874655867 scopus 로고    scopus 로고
    • LibB 2.1
    • Friedman N, Elidan G: LibB 2.1. [http://www.cs.huji.ac.il/labs/compbio/ LibB/].
    • Friedman, N.1    Elidan, G.2
  • 25
    • 0038483826 scopus 로고    scopus 로고
    • Emergence of scaling in random networks
    • Barabasi AL, Albert R: Emergence of scaling in random networks. Science 1999, 286(5439):509-512.
    • (1999) Science , vol.286 , Issue.5439 , pp. 509-512
    • Barabasi, A.L.1    Albert, R.2
  • 26
    • 0038718854 scopus 로고    scopus 로고
    • The Structure and Function of Complex Networks
    • Newman MEJ: The Structure and Function of Complex Networks. SIAM Review 2003, 45(2):167-256.
    • (2003) SIAM Review , vol.45 , Issue.2 , pp. 167-256
    • Newman, M.E.J.1
  • 27
    • 0037197936 scopus 로고    scopus 로고
    • Reverse engineering gene networks using singular value decomposition and robust regression
    • Yeung MK, Tegner J, Collins JJ: Reverse engineering gene networks using singular value decomposition and robust regression. Proc Natl Acad Sci USA 2002, 99(9):6163-6168.
    • (2002) Proc Natl Acad Sci USA , vol.99 , Issue.9 , pp. 6163-6168
    • Yeung, M.K.1    Tegner, J.2    Collins, J.J.3
  • 31
    • 0037687416 scopus 로고    scopus 로고
    • Reverse engineering gene networks: Integrating genetic perturbations with dynamical modeling
    • Tegner J, Yeung MK, Hasty J, Collins JJ: Reverse engineering gene networks: Integrating genetic perturbations with dynamical modeling. Proc Natl Acad Sci USA 2003, 100(10):5944-5949.
    • (2003) Proc Natl Acad Sci USA , vol.100 , Issue.10 , pp. 5944-5949
    • Tegner, J.1    Yeung, M.K.2    Hasty, J.3    Collins, J.J.4
  • 32
    • 0038048325 scopus 로고    scopus 로고
    • Inferring genetic networks and identifying compound mode of action via expression profiling
    • Gardner TS, di Bernardo D, Lorenz D, Collins JJ: Inferring genetic networks and identifying compound mode of action via expression profiling. Science 2003, 301(5629):102-105.
    • (2003) Science , vol.301 , Issue.5629 , pp. 102-105
    • Gardner, T.S.1    di Bernardo, D.2    Lorenz, D.3    Collins, J.J.4
  • 33
    • 0012174196 scopus 로고    scopus 로고
    • An idiosyncratic journey beyond mean field theory
    • In Edited by: Opper M, Saad D. Cambridge, MA: MIT Press
    • Yedidia J: An idiosyncratic journey beyond mean field theory. In Advanced Mean Field Methods: Theory and Practice Edited by: Opper M, Saad D. Cambridge, MA: MIT Press; 2001.
    • (2001) Advanced Mean Field Methods: Theory and Practice
    • Yedidia, J.1
  • 34
    • 0038401954 scopus 로고    scopus 로고
    • The Bethe lattice spin glass revisited
    • Mezard M, Parizi G: The Bethe lattice spin glass revisited. Eur Phys J B 2001, 20:217.
    • (2001) Eur Phys J B , vol.20 , pp. 217
    • Mezard, M.1    Parizi, G.2
  • 35
    • 0001396998 scopus 로고
    • Statistical Theory of Superlattices
    • Bethe H: Statistical Theory of Superlattices. Proc Roy Soc London A 1935, 150:552.
    • (1935) Proc Roy Soc London A , vol.150 , pp. 552
    • Bethe, H.1
  • 36
    • 36149021742 scopus 로고
    • A Theory of Cooperative Phenomena
    • Kikuchi R: A Theory of Cooperative Phenomena. Phys Rev 1951, 81:988.
    • (1951) Phys Rev , vol.81 , pp. 988
    • Kikuchi, R.1
  • 37
    • 0012138848 scopus 로고    scopus 로고
    • From naive mean field theory to the TAP equations
    • In Edited by: Opper M, Saad D. Cambridge, MA: MIT Press
    • Opper M, Winther O: From naive mean field theory to the TAP equations. In Advanced mean field methods: Theory and practice Edited by: Opper M, Saad D. Cambridge, MA: MIT Press; 2001.
    • (2001) Advanced Mean Field Methods: Theory and Practice
    • Opper, M.1    Winther, O.2


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