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Volumn 5, Issue 8, 2010, Pages

Statistic complexity: Combining Kolmogorov complexity with an ensemble approach

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; CALCULATION; CONTROLLED STUDY; FINITE ELEMENT ANALYSIS; GENETIC ANALYSIS; INTERMETHOD COMPARISON; KOLMOGOROV SMIRNOV TEST; MATHEMATICAL MODEL; MEASUREMENT ERROR; STATISTIC COMPLEXITY; STATISTICAL ANALYSIS; ALGORITHM; ANALYSIS OF VARIANCE; EVALUATION; METHODOLOGY; STANDARD; STATISTICS;

EID: 77957887947     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0012256     Document Type: Article
Times cited : (16)

References (38)
  • 1
    • 0003407555 scopus 로고    scopus 로고
    • Dynamics of Complex Systems
    • Bar-Yam Y (1997) Dynamics of Complex Systems. Perseus Books.
    • (1997) Perseus Books
    • Bar-Yam, Y.1
  • 3
    • 70349629569 scopus 로고    scopus 로고
    • An information-theoretic primer on complexity, self-organization, and emergence
    • Prokopenko M, Boschetti F, Ryan A (2009) An information-theoretic primer on complexity, self-organization, and emergence. Complexity 15: 11-28.
    • (2009) Complexity , vol.15 , pp. 11-28
    • Prokopenko, M.1    Boschetti, F.2    Ryan, A.3
  • 5
    • 35949018560 scopus 로고
    • Statistical mechanics of cellular automata
    • Wolfram S (1983) Statistical mechanics of cellular automata. Phys Rev E 55: 601-644.
    • (1983) Phys Rev E , vol.55 , pp. 601-644
    • Wolfram, S.1
  • 6
    • 56049106121 scopus 로고    scopus 로고
    • A novel method for measuring the structural information content of networks
    • Dehmer M (2008) A novel method for measuring the structural information content of networks. Cybernetics and Systems 39: 825-842.
    • (2008) Cybernetics and Systems , vol.39 , pp. 825-842
    • Dehmer, M.1
  • 7
    • 77949528269 scopus 로고    scopus 로고
    • A large scale analysis of information-theoretic network complexity measures using chemical structures
    • Dehmer M, Barbarini N, Varmuza K, Graber A (2009) A large scale analysis of information-theoretic network complexity measures using chemical structures. PLoS ONE 4: e8057.
    • (2009) PLoS ONE , vol.4
    • Dehmer, M.1    Barbarini, N.2    Varmuza, K.3    Graber, A.4
  • 8
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of 'small-world' networks
    • Watts D, Strogatz S (1998) Collective dynamics of 'small-world' networks. Nature 393: 440-442.
    • (1998) Nature , vol.393 , pp. 440-442
    • Watts, D.1    Strogatz, S.2
  • 9
    • 0001902056 scopus 로고
    • Three approaches to the quantitative definition of 'information'
    • Kolmogorov AN (1965) Three approaches to the quantitative definition of 'information'. Problems of Information Transmission 1: 1-7.
    • (1965) Problems of Information Transmission , vol.1 , pp. 1-7
    • Kolmogorov, A.N.1
  • 14
    • 0002989012 scopus 로고
    • Logical depth and physical complexity
    • In: Herken R, ed., Oxford University Press
    • Bennett C (1988) Logical depth and physical complexity. In: Herken R, ed. The Universal Turing Machine- a Half-Century Survey Oxford University Press. pp 227-257.
    • (1988) The Universal Turing Machine- a Half-Century Survey , pp. 227-257
    • Bennett, C.1
  • 15
    • 0000909837 scopus 로고
    • Inferring statistical complexity
    • Crutchfield JP, Young K (1989) Inferring statistical complexity. Phys Rev Lett 63: 105-108.
    • (1989) Phys Rev Lett , vol.63 , pp. 105-108
    • Crutchfield, J.P.1    Young, K.2
  • 16
    • 84944239478 scopus 로고    scopus 로고
    • Information measures, effective complexity, and total information
    • Gell-Mann M, Lloyd S (1998) Information measures, effective complexity, and total information. Complexity 2: 44-52.
    • (1998) Complexity , vol.2 , pp. 44-52
    • Gell-Mann, M.1    Lloyd, S.2
  • 17
    • 0042317681 scopus 로고
    • Toward a quantitative theory of self-generated complexity
    • Grassberger P (1986) Toward a quantitative theory of self-generated complexity. Int J Theor Phys 25: 907-938.
    • (1986) Int J Theor Phys , vol.25 , pp. 907-938
    • Grassberger, P.1
  • 18
    • 29444453221 scopus 로고
    • Complexity as thermodynamic depth
    • Lloyd S, Pagels H (1988) Complexity as thermodynamic depth. Annals of Physics 188: 186-213.
    • (1988) Annals of Physics , vol.188 , pp. 186-213
    • Lloyd, S.1    Pagels, H.2
  • 20
    • 0002289162 scopus 로고
    • Problems in quantifying self-generated complexity
    • Grassberger P (1989) Problems in quantifying self-generated complexity. Helvetica Physica Acta 62: 489-511.
    • (1989) Helvetica Physica Acta , vol.62 , pp. 489-511
    • Grassberger, P.1
  • 21
    • 84918358658 scopus 로고
    • On the length of programs for computing finite binary sequences
    • Chaitin G (1966) On the length of programs for computing finite binary sequences. Journal of the ACM. pp 547-569.
    • (1966) Journal of the ACM , pp. 547-569
    • Chaitin, G.1
  • 22
    • 48749145105 scopus 로고
    • Symbolic dynamics of noisy chaos
    • Crutchfield J, Packard N (1983) Symbolic dynamics of noisy chaos. Physica D 7: 201-223.
    • (1983) Physica D , vol.7 , pp. 201-223
    • Crutchfield, J.1    Packard, N.2
  • 23
  • 28
    • 51849162587 scopus 로고    scopus 로고
    • Common pitfalls using the normalized compression distance: What to watch out for in a compressor
    • Cebrian M, Alfonseca M, Ortega A (2005) Common pitfalls using the normalized compression distance: What to watch out for in a compressor. Communications in Information and Systems 5: 367-384.
    • (2005) Communications In Information and Systems , vol.5 , pp. 367-384
    • Cebrian, M.1    Alfonseca, M.2    Ortega, A.3
  • 29
    • 76749153776 scopus 로고    scopus 로고
    • Exploratory analysis of spatiotemporal patterns of cellular automata by clustering compressibility
    • Emmert-Streib F (2010) Exploratory analysis of spatiotemporal patterns of cellular automata by clustering compressibility. Physical Review E 81: 026103.
    • (2010) Physical Review E , vol.81 , pp. 026103
    • Emmert-Streib, F.1
  • 31
    • 0001893703 scopus 로고
    • Estimate of deviation between empirical distribution functions in two independent samples
    • Smirnov N (1939) Estimate of deviation between empirical distribution functions in two independent samples. Bulletin Moscow University 2: 3-16.
    • (1939) Bulletin Moscow University , vol.2 , pp. 3-16
    • Smirnov, N.1
  • 33
    • 2942638348 scopus 로고    scopus 로고
    • Universality Classes of Chaotic Cellular Automata
    • Mattos T, Moreira J (2004) Universality Classes of Chaotic Cellular Automata. Brazilian Journal of Physics 34: 448-451.
    • (2004) Brazilian Journal of Physics , vol.34 , pp. 448-451
    • Mattos, T.1    Moreira, J.2
  • 34
    • 0000147795 scopus 로고    scopus 로고
    • Statistical complexity of simple onedimensional spin systems
    • Crutchfield J, Feldman D (1997) Statistical complexity of simple onedimensional spin systems. Phys Rev E 55: R1239.
    • (1997) Phys Rev E , vol.55
    • Crutchfield, J.1    Feldman, D.2
  • 35
    • 0003037199 scopus 로고    scopus 로고
    • Measures of statistical complexity: Why?
    • Feldman D, Crutchfield J (1998) Measures of statistical complexity: Why? Physics Letters A 238: 244-252.
    • (1998) Physics Letters A , vol.238 , pp. 244-252
    • Feldman, D.1    Crutchfield, J.2
  • 37
    • 34548747580 scopus 로고    scopus 로고
    • The chronic fatigue syndrome: A comparative pathway analysis
    • Emmert-Streib F (2007) The chronic fatigue syndrome: A comparative pathway analysis. Journal of Computational Biology 14: 961-972.
    • (2007) Journal of Computational Biology , vol.14 , pp. 961-972
    • Emmert-Streib, F.1
  • 38
    • 84907095419 scopus 로고    scopus 로고
    • R: A Language and Environment for Statistical Computing
    • R Development Core Team, Vienna, Austria. ISBN 3-900051-07-0
    • R Development Core Team (2008) R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0.
    • (2008) R Foundation For Statistical Computing


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.