{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T14:28:39Z","timestamp":1725460119058},"publisher-location":"Berlin, Heidelberg","reference-count":18,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642341656"},{"type":"electronic","value":"9783642341663"}],"license":[{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-34166-3_49","type":"book-chapter","created":{"date-parts":[[2012,10,22]],"date-time":"2012-10-22T09:27:14Z","timestamp":1350898034000},"page":"448-457","source":"Crossref","is-referenced-by-count":3,"title":["Validation of Network Classifiers"],"prefix":"10.1007","author":[{"given":"James","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdullah","family":"Sonmez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zehra","family":"Cataltepe","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eric","family":"Bax","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"49_CR1","first-page":"1741","volume":"9","author":"E. Bax","year":"2008","unstructured":"Bax, E.: Nearly uniform validation improves compression-based error bounds. Journal of Machine Learning Research\u00a09, 1741\u20131755 (2008)","journal-title":"Journal of Machine Learning Research"},{"key":"49_CR2","first-page":"581","volume":"9","author":"E. Bax","year":"2008","unstructured":"Bax, E., Callejas, A.: An error bound based on a worst likely assignment. Journal of Machine Learning Research\u00a09, 581\u2013613 (2008)","journal-title":"Journal of Machine Learning Research"},{"key":"49_CR3","doi-asserted-by":"crossref","unstructured":"Bollobas, B.: Random Graphs, 2nd edn. Cambridge University Press (2001)","DOI":"10.1017\/CBO9780511814068"},{"key":"49_CR4","doi-asserted-by":"crossref","unstructured":"Bondy, J.A., Murty, U.: Graph Theory. Springer (2008)","DOI":"10.1007\/978-1-84628-970-5"},{"key":"49_CR5","doi-asserted-by":"crossref","unstructured":"Cataltepe, Z., Sonmez, A., Baglioglu, K., Erzan, A.: Collective classification using heterogeneous classifiers. In: 7th International Conference on Machine Learning and Data Mining, MLDM 2011 (2011)","DOI":"10.1007\/978-3-642-23199-5_12"},{"key":"49_CR6","doi-asserted-by":"crossref","unstructured":"Cristianini, N., Shawe-Taylor, J.: An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods. Cambridge University Press (2000)","DOI":"10.1017\/CBO9780511801389"},{"key":"49_CR7","volume-title":"An Introduction to Probability Theory and Its Applications","author":"W. Feller","year":"1968","unstructured":"Feller, W.: An Introduction to Probability Theory and Its Applications. John Wiley & Sons, New York (1968)"},{"key":"49_CR8","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1016\/0378-3758(77)90011-8","volume":"1","author":"O. Frank","year":"1977","unstructured":"Frank, O.: Survey sampling in graphs. Journal of Statistical Planning and Inference\u00a01, 235\u2013264 (1977)","journal-title":"Journal of Statistical Planning and Inference"},{"key":"49_CR9","first-page":"679","volume":"3","author":"L. Getoor","year":"2002","unstructured":"Getoor, L., Friedman, N., Koller, D., Taskar, B.: Learning probabilistic models of link structure. Journal of Machine Learning Research\u00a03, 679\u2013707 (2002)","journal-title":"Journal of Machine Learning Research"},{"key":"49_CR10","doi-asserted-by":"crossref","unstructured":"Kolaczyk, E.D.: Statistical Analysis of Network Data. Springer (2010)","DOI":"10.1007\/978-0-387-88146-1"},{"key":"49_CR11","unstructured":"Macskassy, S., Provost, F.: A simple relational classifier. In: Proceedings of the Multi-Relational Data Mining Workshop (MRDM) at the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, pp. 64\u201376 (2003)"},{"key":"49_CR12","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 Research\u00a08, 935\u2013983 (2007)","journal-title":"Journal of Machine Learning Research"},{"key":"49_CR13","unstructured":"Sen, P., Getoor, L.: Empirical comparison of approximate inference algorithms for networked data. In: ICML Workshop on Open Problems in Statistical Relational Learning, SRL 2006 (2006)"},{"key":"49_CR14","doi-asserted-by":"crossref","unstructured":"Sen, P., Namata, G., Bilgic, M., Getoor, L., Gallagher, B., Eliassi-Rad, T.: Collective classification in network data. AI Magazine\u00a029(3) (2008)","DOI":"10.1609\/aimag.v29i3.2157"},{"key":"49_CR15","unstructured":"Vapnik, V.: Statistical Learning Theory. John Wiley & Sons (1998)"},{"key":"49_CR16","unstructured":"Watts, D.: Six Degrees: The Science of a Connected Age. Norton & Company (2003)"},{"issue":"6684","key":"49_CR17","doi-asserted-by":"publisher","first-page":"440","DOI":"10.1038\/30918","volume":"393","author":"D. Watts","year":"1998","unstructured":"Watts, D., Strogatz, S.: Collective dynamics of \u2018small-world\u2019 networks. Nature\u00a0393(6684), 440\u2013442 (1998)","journal-title":"Nature"},{"key":"49_CR18","doi-asserted-by":"crossref","unstructured":"Zheleva, E., Getoor, L.: To join or not to join: The illusion of privacy in social networks with mixed public and private user profiles. In: 18th International World Wide Web Conference, pp. 531\u2013531 (April 2009)","DOI":"10.1145\/1526709.1526781"}],"container-title":["Lecture Notes in Computer Science","Structural, Syntactic, and Statistical Pattern Recognition"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-34166-3_49","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,20]],"date-time":"2019-05-20T01:05:17Z","timestamp":1558314317000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-34166-3_49"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642341656","9783642341663"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-34166-3_49","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}