{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,11]],"date-time":"2025-01-11T10:40:29Z","timestamp":1736592029692,"version":"3.32.0"},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540465355"},{"type":"electronic","value":"9783540465362"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2006]]},"DOI":"10.1007\/11892960_23","type":"book-chapter","created":{"date-parts":[[2006,10,9]],"date-time":"2006-10-09T17:29:42Z","timestamp":1160414982000},"page":"187-194","source":"Crossref","is-referenced-by-count":0,"title":["A Semi-naive Bayesian Learning Method for Utilizing Unlabeled Data"],"prefix":"10.1007","author":[{"given":"Chang-Hwan","family":"Lee","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"23_CR1","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1016\/0167-8655(94)00074-D","volume":"16","author":"V. Castelli","year":"1995","unstructured":"Castelli, V., Cover, T.M.: On the Exponential Value of Labeled Samples. Pattern Recognition Letters\u00a016, 105\u2013111 (1995)","journal-title":"Pattern Recognition Letters"},{"key":"23_CR2","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1613\/jair.295","volume":"4","author":"D. Cohn","year":"1996","unstructured":"Cohn, D., et al.: Active Learning with Statistical Models. Journal of Artificial Intelligence Research\u00a04, 129\u2013145 (1996)","journal-title":"Journal of Artificial Intelligence Research"},{"key":"23_CR3","doi-asserted-by":"crossref","unstructured":"De Comite, F., et al.: Positive and Unlabeled Examples Help Learning. In: Tenth Int\u2019l Conf. on Algorithmic Learning Theory, pp. 219\u2013230 (1999)","DOI":"10.1007\/3-540-46769-6_18"},{"key":"23_CR4","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","volume":"39","author":"A.P. Dempster","year":"1977","unstructured":"Dempster, A.P., Laird, N.M., Rubin, D.B.: Maximum Likelihood from Incomplete Data via the EM Algorithm. Journal of Royal Statistical Society\u00a039, 1\u201338 (1977)","journal-title":"Journal of Royal Statistical Society"},{"key":"23_CR5","volume-title":"Pattern Classification","author":"R. Duda","year":"2001","unstructured":"Duda, R., et al.: Pattern Classification, 2nd edn. John Wiley, Chichester (2001)","edition":"2"},{"key":"23_CR6","unstructured":"Goldman, S., Zhou, Y.: Enhancing Supervised Learning with Unlabeled Data. In: Int\u2019l Conf. on Machine Leaning (2000)"},{"key":"23_CR7","unstructured":"Hofmann, T.: Text Categorization with Labeled and Unlabeled Data: A Generative Model Approach. In: NIPS 1999 Workshop on Using Unlabeled Data for Supervised Learning (1999)"},{"key":"23_CR8","unstructured":"Liere, R., Tadepalli, P.: Active Learning with Committees for Text Categorization. In: 14th National Conf. on Artificial Intelligence, pp. 591\u2013596 (1997)"},{"key":"23_CR9","volume-title":"Machine Learning","author":"T. Mitchell","year":"1997","unstructured":"Mitchell, T.: Machine Learning. McGraw-Hill, New York (1997)"},{"key":"23_CR10","unstructured":"Mitchell, T.: The Role of Unlabeled Data in Supervised Learning. In: 6th Int\u2019l Colloquium on Cognitive Science (1999)"},{"key":"23_CR11","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1023\/A:1007692713085","volume":"39","author":"K. Nigam","year":"2000","unstructured":"Nigam, K., McCallum, A.K., Thrun, S., Mitchell, T.: Text Classification from Labeled and Unlabeled Documents Using EM. Machine Learning\u00a039, 103\u2013134 (2000)","journal-title":"Machine Learning"},{"key":"23_CR12","doi-asserted-by":"crossref","unstructured":"Nigam, K., Ghani, R.: Analyzing the Effectiveness and Applicability of Co-training. In: CIKM 2000 (2000)","DOI":"10.1145\/354756.354805"},{"key":"23_CR13","unstructured":"Zhang, T.: Some Asymptotic Results Concerning the Value of Unlabeled Data. In: NIPS 1999 Workshop on Using Unlabeled Data for Supervised Learning (1999)"},{"key":"23_CR14","unstructured":"Zhou, Y., Goldman, S.: Enhancing Supervised Learning with Unlabeled Data. In: 17th Int\u2019l Conf. On Machine Learning, pp. 327\u2013334 (2000)"}],"container-title":["Lecture Notes in Computer Science","Knowledge-Based Intelligent Information and Engineering Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11892960_23.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,11]],"date-time":"2025-01-11T09:34:31Z","timestamp":1736588071000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11892960_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006]]},"ISBN":["9783540465355","9783540465362"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/11892960_23","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2006]]}}}