{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,11,19]],"date-time":"2024-11-19T16:17:50Z","timestamp":1732033070546},"publisher-location":"Berlin, Heidelberg","reference-count":11,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642042737"},{"type":"electronic","value":"9783642042744"}],"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\/978-3-642-04274-4_95","type":"book-chapter","created":{"date-parts":[[2009,9,11]],"date-time":"2009-09-11T11:34:34Z","timestamp":1252668874000},"page":"923-931","source":"Crossref","is-referenced-by-count":4,"title":["Improving Text Classification Performance with Incremental Background Knowledge"],"prefix":"10.1007","author":[{"given":"Catarina","family":"Silva","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bernardete","family":"Ribeiro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"95_CR1","unstructured":"Schohn, G., Cohn, D.: Less is more: Active Learning with Support Vector Machines. In: International Conference on Machine Learning, pp. 839\u2013846 (2000)"},{"key":"95_CR2","unstructured":"Hong, J., Cho, S.-B.: Incremental Support Vector Machine for Unlabeled Data Classification. In: International Conference on Neural Information Processing (ICONIP), pp. 1403\u20131407 (2002)"},{"key":"95_CR3","doi-asserted-by":"crossref","unstructured":"Liu, B., Dai, Y., Li, X., Lee, W., Yu, P.: Building Text Classifiers Using Positive and Unlabeled Examples. In: International Conference on Data Mining, pp. 179\u2013188 (2003)","DOI":"10.1109\/ICDM.2003.1250918"},{"key":"95_CR4","unstructured":"Seeger, M.: Learning with Labeled and Unlabeled Data, Technical Report, Institute for Adaptive and Neural Computation, University of Edinburgh (2001)"},{"issue":"6","key":"95_CR5","first-page":"519","volume":"11","author":"C. Silva","year":"2007","unstructured":"Silva, C., Ribeiro, B.: On Text-based Mining with Active Learning and Background Knowledge using SVM. Journal of Soft Computing - A Fusion of Foundations, Methodologies and Applications\u00a011(6), 519\u2013530 (2007)","journal-title":"Journal of Soft Computing - A Fusion of Foundations, Methodologies and Applications"},{"key":"95_CR6","unstructured":"Joachims, T.: Transductive Inference for Text Classification using Support Vector Machines. In: International Conference on Machine Learning, pp. 200\u2013209 (1999)"},{"key":"95_CR7","unstructured":"Sebastiani, F.: A Tutorial on Automated Text categorisation. In: Amandi, A., Zunino, A. (eds.) Proceedings of ASAI 1999, 1st Argentinian Symposium on Artificial Intelligence, Buenos Aires, AR, pp. 7\u201335 (1999)"},{"key":"95_CR8","volume-title":"The Nature of Statistical Learning Theory","author":"V. Vapnik","year":"1999","unstructured":"Vapnik, V.: The Nature of Statistical Learning Theory, 2nd edn. Springer, Heidelberg (1999)","edition":"2"},{"key":"95_CR9","doi-asserted-by":"crossref","unstructured":"Zelikovitz, S., Hirsh, H.: Using LSI for text classification in the presence of background text. In: Tenth International Conference on Information Knowledge Management, pp. 113\u2013118 (2001)","DOI":"10.1145\/502585.502605"},{"key":"95_CR10","doi-asserted-by":"crossref","unstructured":"Silva, C., Ribeiro, B.: Labeled and Unlabeled Data in Text Categorization. In: IEEE International Joint Conference on Neural Networks (2004)","DOI":"10.1109\/IJCNN.2004.1381138"},{"key":"95_CR11","volume-title":"Information Retrieval","author":"C. Rijsbergen van","year":"1979","unstructured":"van Rijsbergen, C.: Information Retrieval, 2nd edn. Butterworths, London (1979)","edition":"2"}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks \u2013 ICANN 2009"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-04274-4_95","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,9]],"date-time":"2019-03-09T12:45:04Z","timestamp":1552135504000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-04274-4_95"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642042737","9783642042744"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-04274-4_95","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}