{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T10:59:36Z","timestamp":1725533976791},"publisher-location":"Berlin, Heidelberg","reference-count":29,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642024658"},{"type":"electronic","value":"9783642024665"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009]]},"DOI":"10.1007\/978-3-642-02466-5_14","type":"book-chapter","created":{"date-parts":[[2009,6,25]],"date-time":"2009-06-25T12:02:22Z","timestamp":1245931342000},"page":"163-174","source":"Crossref","is-referenced-by-count":1,"title":["Particle Competition in Complex Networks for Semi-supervised Classification"],"prefix":"10.1007","author":[{"given":"Fabricio","family":"Breve","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liang","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marcos","family":"Quiles","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"14_CR1","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1137\/S003614450342480","volume":"45","author":"M. Newman","year":"2003","unstructured":"Newman, M.: The structure and function of complex networks. SIAM Review\u00a045, 167\u2013256 (2003)","journal-title":"SIAM Review"},{"key":"14_CR2","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780198515906.001.0001","volume-title":"Evolution of Networks: From Biological Nets to the Internet and WWW","author":"S. Dorogovtsev","year":"2003","unstructured":"Dorogovtsev, S., Mendes, F.: Evolution of Networks: From Biological Nets to the Internet and WWW. Oxford University Press, Oxford (2003)"},{"key":"14_CR3","volume-title":"Handbook of Graphs and Networks: From the Genome to the Internet","author":"S. Bornholdt","year":"2006","unstructured":"Bornholdt, S., Schuster, H.: Handbook of Graphs and Networks: From the Genome to the Internet. Wiley-VCH, Chichester (2006)"},{"key":"14_CR4","doi-asserted-by":"publisher","first-page":"26113","DOI":"10.1103\/PhysRevE.69.026113","volume":"69","author":"M. Newman","year":"2004","unstructured":"Newman, M., Girvan, M.: Finding and evaluating community structure in networks. Physical Review E\u00a069, 026113 (2004)","journal-title":"Physical Review E"},{"key":"14_CR5","doi-asserted-by":"publisher","first-page":"8577","DOI":"10.1073\/pnas.0601602103","volume":"103","author":"M. Newman","year":"2006","unstructured":"Newman, M.: Modularity and community structure in networks. Proceedings of the National Academy of Science of the United States of America\u00a0103, 8577\u20138582 (2006)","journal-title":"Proceedings of the National Academy of Science of the United States of America"},{"key":"14_CR6","doi-asserted-by":"publisher","first-page":"27104","DOI":"10.1103\/PhysRevE.72.027104","volume":"72","author":"J. Duch","year":"2005","unstructured":"Duch, J., Arenas, A.: Community detection in complex networks using extremal optimization. Physical Review E\u00a072, 027104 (2005)","journal-title":"Physical Review E"},{"issue":"21","key":"14_CR7","doi-asserted-by":"publisher","first-page":"218701","DOI":"10.1103\/PhysRevLett.93.218701","volume":"93","author":"J. Reichardt","year":"2004","unstructured":"Reichardt, J., Bornholdt, S.: Detecting Fuzzy Community Structures in Complex Networks with a Potts Model. Physical Review Letters\u00a093(21), 218701 (2004)","journal-title":"Physical Review Letters"},{"key":"14_CR8","doi-asserted-by":"publisher","first-page":"9008","DOI":"10.1088\/1742-5468\/2005\/09\/P09008","volume":"9","author":"L. Danon","year":"2005","unstructured":"Danon, L., D\u00edaz-Guilera, A., Duch, J., Arenas, A.: Comparing community structure identification. Journal of Statistical Mechanics: Theory and Experiment\u00a09, P09008 (2005)","journal-title":"Journal of Statistical Mechanics: Theory and Experiment"},{"key":"14_CR9","doi-asserted-by":"publisher","first-page":"33107","DOI":"10.1063\/1.2956982","volume":"18","author":"M. Quiles","year":"2008","unstructured":"Quiles, M., Zhao, L., Alonso, R., Romero, R.: Particle competition for complex network community detection. Chaos\u00a018, 033107 (2008)","journal-title":"Chaos"},{"key":"14_CR10","volume-title":"Machine Learning","author":"T. Mitchell","year":"1997","unstructured":"Mitchell, T.: Machine Learning. McGraw-Hill, New York (1997)"},{"key":"14_CR11","unstructured":"Zhu, X.: Semi-Supervised Learning Literature Survey. Technical Report, Computer Sciences, University of Wisconsin-Madison (2005)"},{"key":"14_CR12","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/9780262033589.001.0001","volume-title":"Semi-Supervised Learning","author":"O. Chapelle","year":"2006","unstructured":"Chapelle, O., Sch\u00f6lkopf, B., Zien, A.: Semi-Supervised Learning. MIT Press, Cambridge (2006)"},{"key":"14_CR13","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1023\/A:1007692713085","volume":"39","author":"K. Nigam","year":"2000","unstructured":"Nigam, K., McCallum, A., Thrun, S., Mitchell, T.: Text classification from labeled and unlabeled documents using EM. Machine Learning\u00a039, 103\u2013134 (2000)","journal-title":"Machine Learning"},{"key":"14_CR14","unstructured":"Fujino, A., Ueda, N., Saito, K.: A hybrid generative\/discriminative approach to semi-supervised classifier design. In: AAAI 2005, Proceedings of the Twentieth National Conference on Artificial Intelligence, pp. 764\u2013769 (2005)"},{"key":"14_CR15","unstructured":"Demiriz, A., Bennet, K., Embrechts, M.: Semi-supervised clustering using genetic algorithms. In: Proceedings of Artificial Neural Networks in Engineering, pp. 809\u2013814. ASME Press (1999)"},{"key":"14_CR16","doi-asserted-by":"crossref","unstructured":"Dara, R., Kremer, S., Stacey, D.: Clustering unlabeled data with SOMs improves classification of labeled real-world data. In: Proceedings of the World Congress on Computational Intelligence (WCCI), pp. 2237\u20132242 (2002)","DOI":"10.1109\/IJCNN.2002.1007489"},{"key":"14_CR17","doi-asserted-by":"crossref","unstructured":"Blum, A., Mitchell, T.: Combining labeled and unlabeled data with co-training. In: COLT: Proceedings of the Workshop on Computational Learning Theory, pp. 92\u2013100 (1998)","DOI":"10.1145\/279943.279962"},{"key":"14_CR18","unstructured":"Mitchell, T.: The role of unlabeled data in supervised learning. In: Proceedings of the Sixth International Colloquium on Cognitive Science (1999)"},{"key":"14_CR19","volume-title":"Statistical Learning Theory","author":"V. Vapnik","year":"2008","unstructured":"Vapnik, V.: Statistical Learning Theory. Wiley, New York (2008)"},{"key":"14_CR20","first-page":"912","volume-title":"Proceedings of the Twentieth International Conference on Machine Learning","author":"X. Zhu","year":"2003","unstructured":"Zhu, X., Ghahramani, Z., Lafferty, J.: Semi-supervised learning using Gaussian fields and harmonic functions. In: Proceedings of the Twentieth International Conference on Machine Learning, pp. 912\u2013919. Morgan Kaufmann, San Francisco (2003)"},{"key":"14_CR21","first-page":"321","volume-title":"Advances in Neural Information Processing Systems","author":"D. Zhou","year":"2004","unstructured":"Zhou, D., Bousquet, O., Lal, T., Weston, J., Sch\u00f6lkopf, B.: Learning with local and global consistency. In: Advances in Neural Information Processing Systems, vol.\u00a016, pp. 321\u2013328. MIT Press, Cambdridge (2004)"},{"key":"14_CR22","first-page":"19","volume-title":"Proceedings of the Eighteenth International Conference on Machine Learning","author":"A. Blum","year":"2001","unstructured":"Blum, A., Chawla, S.: Learning from labeled and unlabeled data using graph mincuts. In: Proceedings of the Eighteenth International Conference on Machine Learning, pp. 19\u201326. Morgan Kaufmann, San Francisco (2001)"},{"key":"14_CR23","doi-asserted-by":"publisher","first-page":"624","DOI":"10.1007\/978-3-540-27819-1_43","volume-title":"Conference on Learning Theory","author":"M. Belkin","year":"2004","unstructured":"Belkin, M., Matveeva, I., Niyogi, P.: Regularization and semisupervised learning on large graphs. In: Conference on Learning Theory, pp. 624\u2013638. Springer, Heidelberg (2004)"},{"key":"14_CR24","first-page":"17","volume-title":"Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics (AISTAT 2005)","author":"M. Belkin","year":"2005","unstructured":"Belkin, M., Niyogi, P., Sindhwani, V.: On manifold regularization. In: Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics (AISTAT 2005), pp. 17\u201324. Society for Artificial Intelligence and Statistics, New Jersey (2005)"},{"key":"14_CR25","first-page":"290","volume-title":"Proceedings of International Conference on Machine Learning 2003","author":"T. Joachims","year":"2003","unstructured":"Joachims, T.: Transductive learning via spectral graph partitioning. In: Proceedings of International Conference on Machine Learning 2003, pp. 290\u2013297. AAAI Press, Menlo Park (2003)"},{"key":"14_CR26","first-page":"849","volume-title":"Advances in Neural Information Processing Systems","author":"A. Ng","year":"2001","unstructured":"Ng, A., Jordan, M., Weiss, Y.: On spectral clustering: analysis and an algorithm. In: Advances in Neural Information Processing Systems, vol.\u00a014, pp. 849\u2013856. MIT Press, Cambridge (2001)"},{"key":"14_CR27","unstructured":"Asuncion, A., Newman, D.: UCI Machine Learning Repository. University of California, Irvine, School of Information and Computer Sciences (2007), \n                    \n                      http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html"},{"key":"14_CR28","unstructured":"PRTools: The Matlab Toolbox for Pattern Recognition, \n                    \n                      http:\/\/prtools.org"},{"key":"14_CR29","unstructured":"MATLAB, \n                    \n                      http:\/\/www.mathworks.com\/products\/matlab\/"}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","Complex Sciences"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-02466-5_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,9]],"date-time":"2019-03-09T00:02:46Z","timestamp":1552089766000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-02466-5_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642024658","9783642024665"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-02466-5_14","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"type":"print","value":"1867-8211"},{"type":"electronic","value":"1867-822X"}],"subject":[],"published":{"date-parts":[[2009]]}}}