{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T18:35:04Z","timestamp":1773081304521,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":27,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540401896","type":"print"},{"value":"9783540448532","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2003]]},"DOI":"10.1007\/3-540-44853-5_10","type":"book-chapter","created":{"date-parts":[[2007,12,1]],"date-time":"2007-12-01T04:01:31Z","timestamp":1196481691000},"page":"126-137","source":"Crossref","is-referenced-by-count":13,"title":["Locating Hidden Groups in Communication Networks Using Hidden Markov Models"],"prefix":"10.1007","author":[{"given":"Malik","family":"Magdon-Ismail","sequence":"first","affiliation":[]},{"given":"Mark","family":"Goldberg","sequence":"additional","affiliation":[]},{"given":"William","family":"Wallace","sequence":"additional","affiliation":[]},{"given":"David","family":"Siebecker","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2003,5,27]]},"reference":[{"key":"10_CR1","doi-asserted-by":"crossref","unstructured":"Monge, P., Contractor, N.: Theories of Communication Networks. Oxford University Press (2002)","DOI":"10.1093\/oso\/9780195160369.001.0001"},{"key":"10_CR2","volume-title":"Computational Organization Theory","year":"2001","unstructured":"Carley, K., Prietula, M., eds.: Computational Organization Theory. Lawrence Erlbaum associates, Hillsdale, NJ (2001)"},{"key":"10_CR3","doi-asserted-by":"publisher","first-page":"173","DOI":"10.1080\/0022250X.1996.9990179","volume":"21","author":"A. Sanil","year":"1996","unstructured":"Sanil, A., Banks, D., Carley, K.: Models for evolving fixed node networks: Model fitting and model testing. Journal oF Mathematical Sociology 21 (1996) 173\u2013196","journal-title":"Journal oF Mathematical Sociology"},{"key":"10_CR4","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1109\/5.18626","volume":"77","author":"L.R. Rabiner","year":"1989","unstructured":"Rabiner, L.R.: A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of the IEEE 77 (1989) 257\u2013286","journal-title":"Proceedings of the IEEE"},{"key":"10_CR5","doi-asserted-by":"crossref","unstructured":"Rabiner, L.R., Juang, B.H.: An introduction to hidden Markov models. IEEE ASSP Magazine (1986) 4\u201315","DOI":"10.1109\/MASSP.1986.1165342"},{"key":"10_CR6","unstructured":"Georgeff, M.P., Wallace, C.S.: A general selection criterion for inductive inference. European Conference on Artificial Intelligence (ECAI, ECAI84) (1984) 473\u2013482"},{"key":"10_CR7","doi-asserted-by":"crossref","unstructured":"Bunke, H., Caelli, T., eds.: Hidden Markov Models. Series in Machine Perception and Artificial Intelligence \u2014 Vol. 45. World Scientific (2001)","DOI":"10.1142\/4648"},{"key":"10_CR8","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1023\/A:1008907921792","volume":"9","author":"T. Edgoose","year":"1999","unstructured":"Edgoose, T., Allison, L.: MML Markov classification of sequential data. Stats. and Comp. 9 (1999) 269\u2013278","journal-title":"Stats. and Comp."},{"key":"10_CR9","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1007\/BF00160262","volume":"35","author":"L. Allison","year":"1992","unstructured":"Allison, L., Wallace, C.S., Yee, C.N.: Finite-state models in the alignment of macro-molecules. J. Molec. Evol. 35 (1992) 77\u201389","journal-title":"J. Molec. Evol."},{"key":"10_CR10","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1006\/jtbi.1993.1054","volume":"161","author":"L. Allison","year":"1993","unstructured":"Allison, L., Wallace, C.S., Yee, C.N.: Normalization of affine gap costs used in optimal sequence alignment. J. Theor. Biol. 161 (1993) 263\u2013269","journal-title":"J. Theor. Biol."},{"key":"10_CR11","doi-asserted-by":"publisher","first-page":"173","DOI":"10.1006\/jmbi.2000.3837","volume":"301","author":"C. Bystroff","year":"2000","unstructured":"Bystroff, C., Thorsson, V., Baker, D.: HMMSTR: A hidden Markov model for local sequence-structure correlations in proteins. Journal of Molecular Biology 301 (2000) 173\u201390","journal-title":"Journal of Molecular Biology"},{"key":"10_CR12","doi-asserted-by":"publisher","first-page":"565","DOI":"10.1006\/jmbi.1998.1943","volume":"281","author":"C. Bystroff","year":"1998","unstructured":"Bystroff, C., Baker, D.: Prediction of local structure in proteins using a library of sequence-structure motifs. J Mol Biol 281 (1998) 565\u201377","journal-title":"J Mol Biol"},{"key":"10_CR13","doi-asserted-by":"crossref","first-page":"S54","DOI":"10.1093\/bioinformatics\/18.suppl_1.S54","volume":"18","author":"C. Bystroff","year":"2002","unstructured":"Bystroff, C., Shao, Y.: Fully automated ab initio protein structure prediction using I-sites, HMMSTR and ROSETTA. Bioinformatics 18 (2002) S54\u2013S61","journal-title":"Bioinformatics"},{"key":"10_CR14","volume-title":"Bioinformatics: The Machine Learning Approach","author":"P. Baldi","year":"1998","unstructured":"Baldi, P., Brunak, S.: Bioinformatics: The Machine Learning Approach. MIT Press, Cambridge, MA (1998)"},{"key":"10_CR15","unstructured":"Durbin, R., Eddy, S., Krogh, A., Mitchison, G.: Biological Sequence Analysis. Cambridge, new York (2001)"},{"key":"10_CR16","doi-asserted-by":"crossref","unstructured":"Wasserman, S., Faust, K.: Social Network Analysis. Cambridge University Press (1994)","DOI":"10.1017\/CBO9780511815478"},{"key":"10_CR17","doi-asserted-by":"crossref","DOI":"10.1515\/9780691188331","volume-title":"Small Worlds: The dynamics of networks between order and randomness","author":"D.J. Watts","year":"1999","unstructured":"Watts, D.J.: Small Worlds: The dynamics of networks between order and randomness. Princeton University Press, Princeton, NJ (1999)"},{"key":"10_CR18","volume-title":"Technical report","author":"B. Butler","year":"1999","unstructured":"Butler, B.: The dynamics of cyberspace: Examing and modelling online social structure. Technical report, Carnegie Melon University, Pittsburgh, PA (1999)"},{"key":"10_CR19","volume-title":"Encyclopedia of Operations Research and Management Science","author":"K. Carley","year":"2001","unstructured":"Carley, K., Wallace, A.: Computational organization theory: A new perspective. In Gass, S., Harris, C., eds.: Encyclopedia of Operations Research and Management Science. Kluwer Academic Publishers, Norwell, MA (2001)"},{"key":"10_CR20","first-page":"361","volume-title":"Sociological Methodology dynamics","author":"T. Snijders","year":"2001","unstructured":"Snijders, T.: The statistical evaluation of social network dynamics. In Sobel, M., Becker, M., eds.: Sociological Methodology dynamics. Basil Blackwell, Boston & London (2001) 361\u2013395"},{"key":"10_CR21","first-page":"61","volume":"4","author":"R. Battiti","year":"1996","unstructured":"Battiti, R.: Reactive search: Toward self-tuning heuristics. Modern Heuristic Search Methods, Chapter 4 (1996) 61\u201383","journal-title":"Modern Heuristic Search Methods, Chapter"},{"key":"10_CR22","series-title":"Technical Report","volume-title":"Reactive local search for the maximum clique problem","author":"R. Battiti","year":"1995","unstructured":"Battiti, R., Protasi, M.: Reactive local search for the maximum clique problem. Technical Report TR-95-052, Berkeley, ICSI, 1947 Center St. Suite 600 (1995)"},{"key":"10_CR23","volume-title":"Randomized Algorithms","author":"R. Motwani","year":"2000","unstructured":"Motwani, R., Raghavan, P.: Randomized Algorithms. Cambridge University Press, Cambridge, UK (2000)"},{"key":"10_CR24","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198538493.001.0001","volume-title":"Neural Networks for Pattern Recognition","author":"C.M. Bishop","year":"1995","unstructured":"Bishop, C.M.: Neural Networks for Pattern Recognition. Clarendon Press, Oxford (1995)"},{"key":"10_CR25","volume-title":"Simulated Annealing and Boltzmann Machines: A Stochastic Approach to Combinatorial Optimization and Neural Computing","author":"E. Aarts","year":"1989","unstructured":"Aarts, E., Korst, J.: Simulated Annealing and Boltzmann Machines: A Stochastic Approach to Combinatorial Optimization and Neural Computing. John Wiley & Sons Ltd., New York (1989)"},{"key":"10_CR26","doi-asserted-by":"crossref","unstructured":"Stelmack, M., N., N., Batill, S.: Genetic algorithms for mixed discrete\/continuous optimization in multidisciplinary design. In: AIAA Paper 98-4771, AIAA\/USAF\/NASA\/ISSMO Symposium on Multidisciplinary Analysis and Optimization, St. Louis, Missouri (1998)","DOI":"10.2514\/6.1998-4771"},{"key":"10_CR27","unstructured":"Siebeker, D., Goldberg, M., Magdon-Ismail, M., Wallace, W.: A Hidden Markov Model for describing the statistical evolution of social groups over communication networks. Technical report, Rensselaer Polytechnic Institute (2003) Forthcoming."}],"container-title":["Lecture Notes in Computer Science","Intelligence and Security Informatics"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-44853-5_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,19]],"date-time":"2024-02-19T22:30:23Z","timestamp":1708381823000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-44853-5_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2003]]},"ISBN":["9783540401896","9783540448532"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/3-540-44853-5_10","relation":{},"ISSN":["0302-9743"],"issn-type":[{"value":"0302-9743","type":"print"}],"subject":[],"published":{"date-parts":[[2003]]}}}