{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T10:08:41Z","timestamp":1725530921102},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642012051"},{"type":"electronic","value":"9783642012068"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009]]},"DOI":"10.1007\/978-3-642-01206-8_15","type":"book-chapter","created":{"date-parts":[[2009,4,21]],"date-time":"2009-04-21T13:03:11Z","timestamp":1240318991000},"page":"173-184","source":"Crossref","is-referenced-by-count":0,"title":["Using Time Dependent Link Reduction to Improve the Efficiency of Topic Prediction in Co-Authorship Graphs"],"prefix":"10.1007","author":[{"given":"Susanne","family":"Hoche","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Hardcastle","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peter","family":"Flach","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"3-4","key":"15_CR1","doi-asserted-by":"publisher","first-page":"590","DOI":"10.1016\/S0378-4371(02)00736-7","volume":"311","author":"A. Barabasi","year":"2002","unstructured":"Barabasi, A., Jeong, H., Neda, Z., Ravasz, E., Schubert, A., Vicsek, T.: Evolution of the social network of scientific collaborations. Physica A\u00a0311(3-4), 590\u2013614 (2002)","journal-title":"Physica A"},{"key":"15_CR2","doi-asserted-by":"crossref","unstructured":"Chakrabarti, S., Dom, B.E., Indyk, P.: Enhanced hupertext categorization using hyperlinks. In: Proc. of SIGMOD 1998, ACM Int. Conf. on Management of Data, pp. 307\u2013318 (1998)","DOI":"10.1145\/276305.276332"},{"key":"15_CR3","first-page":"1","volume":"7","author":"J. Dem\u0161ar","year":"2006","unstructured":"Dem\u0161ar, J.: Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research\u00a07, 1\u201330 (2006)","journal-title":"Journal of Machine Learning Research"},{"issue":"8","key":"15_CR4","doi-asserted-by":"publisher","first-page":"861","DOI":"10.1016\/j.patrec.2005.10.010","volume":"27","author":"T. Fawcett","year":"2006","unstructured":"Fawcett, T.: An introduction to roc analysis. Pattern Recognition Letters\u00a027(8), 861\u2013874 (2006)","journal-title":"Pattern Recognition Letters"},{"key":"15_CR5","doi-asserted-by":"publisher","first-page":"675","DOI":"10.2307\/2279372","volume":"32","author":"M. Friedman","year":"1937","unstructured":"Friedman, M.: The use of ranks to avoid the assumption of normality implicit in the analysis of variance. J. of American Statistical Association\u00a032, 675\u2013701 (1937)","journal-title":"J. of American Statistical Association"},{"key":"15_CR6","unstructured":"ILPNet2, http:\/\/www.cs.bris.ac.uk\/~ilpnet2\/tools\/reports"},{"key":"15_CR7","unstructured":"Lafferty, J., McCallum, A., Pereira, F.: Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In: Proc. 18th International Conf. on Machine Learning, pp. 282\u2013289 (2001)"},{"key":"15_CR8","unstructured":"Lu, Q., Getoor, L.: Link based classification. In: Proceedings of the International Conference on Machine Learning, pp. 496\u2013503 (2003)"},{"key":"15_CR9","first-page":"935","volume":"8","author":"S.A. Macskassy","year":"2007","unstructured":"Macskassy, S.A., Provost, F.: Classification in networked data: A toolkit and a univariate case study. Journal of Machine Learning\u00a08, 935\u2013983 (2007)","journal-title":"Journal of Machine Learning"},{"issue":"2","key":"15_CR10","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1023\/A:1009953814988","volume":"3","author":"A. McCallum","year":"2000","unstructured":"McCallum, A., Nigam, K., Rennie, J., Seymore, K.: Automating the construction of internet portals with machine learning. Information Retrieval\u00a03(2), 127\u2013163 (2000)","journal-title":"Information Retrieval"},{"key":"15_CR11","unstructured":"Nemenyi, P.B.: Distribution-free multiple comparisons. PhD thesis, Princeton University (1963)"},{"key":"15_CR12","unstructured":"Neville, J., Jensen, D.: Iterative classification in relational data. In: Proc. AAAI 2000 Workshop on Learning Statistical Models from Relational Data, pp. 13\u201320 (2000)"},{"key":"15_CR13","doi-asserted-by":"crossref","unstructured":"Newman, M.: The structure of scientific collaboration networks. In: Proceedings of the National Academy of Sciences, vol.\u00a098, pp. 404\u2013409 (2001)","DOI":"10.1073\/pnas.98.2.404"},{"key":"15_CR14","doi-asserted-by":"crossref","unstructured":"Newman, M.: Coauthorship networks and patterns of scientific collaboration. In: Proceedings of the National Academy of Sciences 101, pp. 5200\u20135205 (2004)","DOI":"10.1073\/pnas.0307545100"},{"key":"15_CR15","doi-asserted-by":"crossref","unstructured":"Oh, H.-J., Myaeng, S.H., Lee, M.-H.: A practical hypertext categorization method using links and incrementally available class information. In: Proc. of SIGIR 2000 (2000)","DOI":"10.1145\/345508.345594"},{"key":"15_CR16","doi-asserted-by":"publisher","first-page":"420","DOI":"10.1109\/TSMC.1976.4309519","volume":"6","author":"A. Rosenfeld","year":"1976","unstructured":"Rosenfeld, A., Hummel, R., Zucker, S.: Scene labeling by relaxation operations. IEEE Transactions on Systems, Man and Cybernetics\u00a06, 420\u2013433 (1976)","journal-title":"IEEE Transactions on Systems, Man and Cybernetics"},{"key":"15_CR17","unstructured":"Taskar, B., Abbeel, P., Koller, D.: Discriminative probabilistic models for relational data. In: Proc. of UAI 2002, pp. 485\u2013492 (2002)"}],"container-title":["Studies in Computational Intelligence","Complex Networks"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-01206-8_15.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,30]],"date-time":"2021-04-30T09:58:46Z","timestamp":1619776726000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-01206-8_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642012051","9783642012068"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-01206-8_15","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2009]]}}}