{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T06:03:35Z","timestamp":1725689015756},"publisher-location":"New York, NY","reference-count":33,"publisher":"Springer New York","isbn-type":[{"type":"print","value":"9781461436331"},{"type":"electronic","value":"9781461436348"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-1-4614-3634-8_11","type":"book-chapter","created":{"date-parts":[[2012,6,19]],"date-time":"2012-06-19T19:35:34Z","timestamp":1340134534000},"page":"207-219","source":"Crossref","is-referenced-by-count":0,"title":["Markov Random Field and Social Networks"],"prefix":"10.1007","author":[{"given":"Stelios","family":"Zimeras","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2012,5,23]]},"reference":[{"key":"11_CR1","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1016\/S0378-8733(98)00012-4","volume":"21","author":"C Anderson","year":"1999","unstructured":"Anderson, C., Wasserman, S., & Crouch, B. (1999). A p* primer: Logit models for social networks. Social Networks, 21, 37\u201366.","journal-title":"Social Networks"},{"key":"11_CR2","doi-asserted-by":"publisher","first-page":"452","DOI":"10.1006\/gmip.1996.0037","volume":"58","author":"R Aykroyd","year":"1996","unstructured":"Aykroyd, R., Haigh, J. G. B., & Zimeras, S. (1996). Unexpected spatial patterns in exponential family auto-models. Graphical Models and Image Processing, 58, 452\u2013463.","journal-title":"Graphical Models and Image Processing"},{"key":"11_CR3","doi-asserted-by":"publisher","first-page":"323","DOI":"10.1098\/rsta.1991.0128","volume":"337","author":"RG Aykroyd","year":"1991","unstructured":"Aykroyd, R. G., & Green, P. J. (1991). Global and local priors and the location of lesions using gamma-camera imagery. Philosophical Transactions of the Royal Society Series A, 337, 323\u2013342.","journal-title":"Philosophical Transactions of the Royal Society Series A"},{"issue":"447","key":"11_CR4","doi-asserted-by":"publisher","first-page":"934","DOI":"10.1080\/01621459.1999.10474198","volume":"94","author":"RG Aykroyd","year":"1999","unstructured":"Aykroyd, R. G., & Zimeras, S. (1999). Inhomogeneous prior models for image reconstruction. Journal of American Statistical Association (JASA), 94(447), 934\u2013946.","journal-title":"Journal of American Statistical Association (JASA)"},{"key":"11_CR5","doi-asserted-by":"crossref","first-page":"192","DOI":"10.1111\/j.2517-6161.1974.tb00999.x","volume":"36","author":"J Besag","year":"1974","unstructured":"Besag, J. (1974). Spatial interaction and the statistical analysis of lattice systems (with discussion). Journal of the Royal Statistical Society: Series B, 36, 192\u2013236.","journal-title":"Journal of the Royal Statistical Society: Series B"},{"key":"11_CR6","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1111\/j.2517-6161.1986.tb01412.x","volume":"48","author":"J Besag","year":"1986","unstructured":"Besag, J. (1986). On the statistical analysis of dirty pictures (with discussion). Journal of the Royal Statistical Society: Series B, 48, 259\u2013302.","journal-title":"Journal of the Royal Statistical Society: Series B"},{"key":"11_CR7","volume-title":"Introduction to modern statistical mechanics","author":"D Chandler","year":"1978","unstructured":"Chandler, D. (1978). Introduction to modern statistical mechanics. New York: Oxford University Press."},{"issue":"1","key":"11_CR8","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1109\/TPAMI.1983.4767341","volume":"5","author":"GR Cross","year":"1983","unstructured":"Cross, G. R., & Jain, A. K. (1983). Markov random field texture models. IEEE Transactions on Pattern Analysis and Machine Intelligence, 5(1), 25\u201339.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"11_CR9","volume-title":"Statistical analysis of spatial pattern point","author":"PJ Diggle","year":"1983","unstructured":"Diggle, P. J. (1983). Statistical analysis of spatial pattern point. London: Academic Press."},{"key":"11_CR10","doi-asserted-by":"publisher","first-page":"832","DOI":"10.1080\/01621459.1986.10478342","volume":"81","author":"O Frank","year":"1986","unstructured":"Frank, O., & Strauss, D. (1986). Markov graphs. Journal of the American Statistical Association, 81, 832\u2013842.","journal-title":"Journal of the American Statistical Association"},{"key":"11_CR11","doi-asserted-by":"publisher","first-page":"721","DOI":"10.1109\/TPAMI.1984.4767596","volume":"6","author":"S Geman","year":"1984","unstructured":"Geman, S., & Geman, D. (1984). Stochastic relaxation, Gibbs distributions, and Bayesian restoration of images. IEEE Transactions on Pattern Analysis and Machine Intelligence, 6, 721\u2013741.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"11_CR12","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1109\/42.52985","volume":"9","author":"PJ Green","year":"1990","unstructured":"Green, P. J. (1990). Bayesian reconstructions from emission tomography data using a modified EM algorithm. IEEE Transactions on Medical Imaging, 9, 84\u201393.","journal-title":"IEEE Transactions on Medical Imaging"},{"key":"11_CR13","doi-asserted-by":"publisher","first-page":"142","DOI":"10.1007\/978-1-4612-2920-9_10","volume":"74","author":"PJ Green","year":"1992","unstructured":"Green, P. J., & Han, X. L. (1992). Metropolis methods, Gaussian proposals and antithetic variables. Lecture Notes in Statistics, 74, 142\u2013164.","journal-title":"Lecture Notes in Statistics"},{"key":"11_CR14","first-page":"305","volume":"4","author":"M Haindl","year":"1991","unstructured":"Haindl, M. (1991). Texture synthesis. CWI Quarterly, 4, 305\u2013331.","journal-title":"CWI Quarterly"},{"key":"11_CR15","unstructured":"Hamersley, J. A., & Clifford, P. (1971). Markov fields on finite graphs and lattices. Unpublished work."},{"key":"11_CR16","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1093\/biomet\/57.1.97","volume":"57","author":"WK Hastings","year":"1970","unstructured":"Hastings, W. K. (1970). Monte Carlo simulation methods using Markov chains, and their applications. Biometrika, 57, 97\u2013109.","journal-title":"Biometrika"},{"key":"11_CR17","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1007\/BF02980577","volume":"31","author":"E Ising","year":"1925","unstructured":"Ising, E. (1925). Beitrag zur Theorie des Ferromagnetismus. Zeitschrift f\u00fcr Physik, 31, 253\u2013258.","journal-title":"Zeitschrift f\u00fcr Physik"},{"key":"11_CR18","doi-asserted-by":"publisher","DOI":"10.1090\/conm\/001","volume-title":"Markov random fields and their applications","author":"R Kindermann","year":"1980","unstructured":"Kindermann, R., & Snell, J. L. (1980). Markov random fields and their applications. Providence, RI: American Mathematical Society."},{"key":"11_CR19","doi-asserted-by":"crossref","DOI":"10.1007\/978-4-431-66933-3","volume-title":"Markov random fields in computer vision","author":"S Li","year":"1995","unstructured":"Li, S. (1995). Markov random fields in computer vision. New York: Springer."},{"key":"11_CR20","doi-asserted-by":"publisher","first-page":"1087","DOI":"10.1063\/1.1699114","volume":"21","author":"N Metropolis","year":"1953","unstructured":"Metropolis, N., Rosenbluth, A., Rosenbluth, M., Teller, A., & Teller, E. (1953). Equations of state calculations by fast computing machines. Journal of Chemical Physics, 21, 1087\u20131091.","journal-title":"Journal of Chemical Physics"},{"key":"11_CR21","volume-title":"Catastrophe theory and its applications","author":"T Poston","year":"1978","unstructured":"Poston, T., & Stewart, I. (1978). Catastrophe theory and its applications. London: Pitman."},{"key":"11_CR22","doi-asserted-by":"crossref","first-page":"661","DOI":"10.1111\/j.2517-6161.1991.tb01855.x","volume":"53","author":"W Qian","year":"1991","unstructured":"Qian, W., & Titterington, D. M. (1991). Multidimensional Markov chain model for image texture. Journal of the Royal Statistical Society: Series B, 53, 661\u2013674.","journal-title":"Journal of the Royal Statistical Society: Series B"},{"key":"11_CR23","first-page":"564","volume-title":"The handbook of brain theory and neural networks","author":"A Ranngarajan","year":"1995","unstructured":"Ranngarajan, A., & Chellappa, R. (1995). Markov random fields models in image processing. In M. Arbib (Ed.), The handbook of brain theory and neural networks (pp. 564\u2013567). Cambridge, MA: MIT Press."},{"key":"11_CR24","doi-asserted-by":"publisher","first-page":"477","DOI":"10.1098\/rsta.1990.0127","volume":"332","author":"BD Ripley","year":"1990","unstructured":"Ripley, B. D., & Sutherland, A. I. (1990). Finding spiral structures in images of galaxies. Philosophical Transactions of the Royal Society Series A, 332, 477\u2013485.","journal-title":"Philosophical Transactions of the Royal Society Series A"},{"key":"11_CR25","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1111\/j.2517-6161.1993.tb01466.x","volume":"55","author":"AFM Smith","year":"1993","unstructured":"Smith, A. F. M., & Robert, G. O. (1993). Bayesian computation via the Gibbs sampler and related Markov chain Monte Carlo methods. Journal of the Royal Statistical Society: Series B, 55, 3\u201323.","journal-title":"Journal of the Royal Statistical Society: Series B"},{"key":"11_CR26","doi-asserted-by":"publisher","first-page":"142","DOI":"10.2307\/2317621","volume":"78","author":"F Spitzer","year":"1971","unstructured":"Spitzer, F. (1971). Markov random fields and Gibbs ensembles. The American Mathematical Monthly, 78, 142\u2013154.","journal-title":"The American Mathematical Monthly"},{"key":"11_CR27","unstructured":"Taskar, B., Abbeel, P., & Koller, D. (2002, August). Discriminative probabilistic models for relational data. In Proceedings of the 18th conference on uncertainty in artificial intelligence (pp. 485\u2013492). San Francisco: Morgan Kaufmann."},{"key":"11_CR28","doi-asserted-by":"publisher","first-page":"401","DOI":"10.1007\/BF02294547","volume":"61","author":"S Wasserman","year":"1996","unstructured":"Wasserman, S., & Pattison, P. (1996). Logit models and logistic regression for social networks: I. An introduction to Markov graphs and p*. Psychometrika, 61, 401\u2013425.","journal-title":"Psychometrika"},{"key":"11_CR29","unstructured":"Weir, I. S. (1993). Statistical modeling and reconstructions in single photons emission computed tomography. Ph.D. thesis, Bristol University, Bristol, UK."},{"issue":"10","key":"11_CR30","doi-asserted-by":"publisher","first-page":"2570","DOI":"10.1109\/78.157297","volume":"40","author":"J Zhang","year":"1992","unstructured":"Zhang, J. (1992). The mean field theory in EM procedures for Markov random fields. IEEE Transactions on Signal Processing, 40(10), 2570\u20132583.","journal-title":"IEEE Transactions on Signal Processing"},{"key":"11_CR31","unstructured":"Zimeras, S. (1997). Statistical models in medical image analysis. Ph.D. thesis, Leeds University, Leeds, UK."},{"issue":"10","key":"11_CR32","first-page":"2269","volume":"5","author":"S Zimeras","year":"2006","unstructured":"Zimeras, S. (2006). Simulating texture patterns using auto-logistic models. WSEAS Transactions on Systems, 5(10), 2269\u20132276.","journal-title":"WSEAS Transactions on Systems"},{"issue":"2005","key":"11_CR33","doi-asserted-by":"publisher","first-page":"759","DOI":"10.1016\/j.mcm.2005.09.005","volume":"42","author":"S Zimeras","year":"2005","unstructured":"Zimeras, S., & Georgiakodis, F. (2005). Bayesian models for medical image biology using Monte Carlo Markov chain techniques. Mathematical and Computer Modeling, 42(2005), 759\u2013768.","journal-title":"Mathematical and Computer Modeling"}],"container-title":["Annals of Information Systems","Virtual Communities, Social Networks and Collaboration"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-1-4614-3634-8_11.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,25]],"date-time":"2024-04-25T22:55:31Z","timestamp":1714085731000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-1-4614-3634-8_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9781461436331","9781461436348"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-1-4614-3634-8_11","relation":{},"ISSN":["1934-3221","1934-3213"],"issn-type":[{"type":"print","value":"1934-3221"},{"type":"electronic","value":"1934-3213"}],"subject":[],"published":{"date-parts":[[2012]]}}}