{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T23:39:20Z","timestamp":1725493160735},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540766308"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-76631-5_79","type":"book-chapter","created":{"date-parts":[[2007,10,22]],"date-time":"2007-10-22T02:33:07Z","timestamp":1193020387000},"page":"831-838","source":"Crossref","is-referenced-by-count":0,"title":["Taking Advantage of the Web for Text Classification with Imbalanced Classes"],"prefix":"10.1007","author":[{"given":"Rafael","family":"Guzm\u00e1n-Cabrera","sequence":"first","affiliation":[]},{"given":"Manuel","family":"Montes-y-G\u00f3mez","sequence":"additional","affiliation":[]},{"given":"Paolo","family":"Rosso","sequence":"additional","affiliation":[]},{"given":"Luis","family":"Villase\u00f1or-Pineda","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"79_CR1","unstructured":"Aas, K., Eikvil, L.: Text Categorization: A survey, Technical Report, number 941, Norwegian Computing Center (1999)"},{"key":"79_CR2","doi-asserted-by":"crossref","unstructured":"Chawla, N.V., Japkowicz, N., Kolcz, A.: Editorial: Special Issue on Learning from Imbalanced data Sets. ACM SIGKDD Exploration Newsletters 6(1) (June 2004)","DOI":"10.1145\/1007730.1007733"},{"key":"79_CR3","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1007\/3-540-48239-3_24","volume-title":"Text, Speech and Dialogue","author":"A. Gelbukh","year":"1999","unstructured":"Gelbukh, A., Sidorov, G., Guzman-Ar\u00e9nas, A.: Use of a Weighted Topic Hierarchy for Document Classification. In: Matou\u0161ek, V., Mautner, P., Ocel\u00edkov\u00e1, J., Sojka, P. (eds.) TSD 1999. LNCS (LNAI), vol.\u00a01692, pp. 130\u2013135. Springer, Heidelberg (1999)"},{"key":"79_CR4","first-page":"154","volume-title":"Advances in Soft Computing","author":"R. Guzm\u00e1n-Cabrera","year":"2007","unstructured":"Guzm\u00e1n-Cabrera, R., Montes-y-G\u00f3mez, M., Rosso, P., Villase\u00f1or-Pineda, L.: Improving Text Classification by Web Corpora. In: Advances in Soft Computing, vol.\u00a043, pp. 154\u2013159. Springer, Heidelberg (2007)"},{"key":"79_CR5","unstructured":"Hoste, V.: Optimization Issues in Machine Learning of Coreference Resolution. Doctoral Thesis, Faculteit Letteren en Wijsbegeerte, Universiteit Antwerpen (2005)"},{"key":"79_CR6","unstructured":"Japkowicz, N.: Learning from Imbalanced Data Sets: A comparison of Various Strategies. In: AAAI Workshop on Learning from Imbalanced Data Sets. Tech Rep. WS-00-05, AAAI Press, Menlo Park (2000)"},{"key":"79_CR7","unstructured":"Joachims, T.: Transductive inference for text classification using support vector machines. In: Proceedings of the Sixteenth International Conference on Machine Learning (1999)"},{"key":"79_CR8","doi-asserted-by":"crossref","unstructured":"Kilgarriff, A., Greffenstette, G.: Introduction to the Special Issue on Web as Corpus. Computational Linguistics\u00a029(3) (2003)","DOI":"10.1162\/089120103322711569"},{"issue":"2\/3","key":"79_CR9","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(2\/3), 103\u2013134 (2000)","journal-title":"Machine Learning"},{"issue":"1","key":"79_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/505282.505283","volume":"34","author":"F. Sebastiani","year":"2002","unstructured":"Sebastiani, F.: Machine learning in automated text categorization. ACM Computing Surveys\u00a034(1), 1\u201347 (2002)","journal-title":"ACM Computing Surveys"},{"key":"79_CR11","unstructured":"Seeger, M.: Learning with labeled and unlabeled data. Technical report, Institute for Adaptive and Neural Computation, University of Edinburgh, Edinburgh, United Kingdom (2001)"},{"key":"79_CR12","unstructured":"Solorio, T.: Using unlabeled data to improve classifier accuracy, Master Degree Thesis, Computer Science Department, INAOE, Mexico (2002)"},{"key":"79_CR13","doi-asserted-by":"crossref","unstructured":"Zelikovitz, S., Hirsh, H.: Integrating background knowledge into nearest-Neighbor text classification. In: Advances in Case-Based Reasoning, ECCBR Proceedings (2002)","DOI":"10.1007\/3-540-46119-1_1"},{"key":"79_CR14","unstructured":"Zelikovitz, S., Kogan, M.: Using Web Searches on Important Words to Create Background Sets for LSI Classification. In: 19th International FLAIRS conference, Melbourne Beach, Florida (May 2006)"}],"container-title":["Lecture Notes in Computer Science","MICAI 2007: Advances in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-76631-5_79.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T10:56:10Z","timestamp":1619520970000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-76631-5_79"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540766308"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-76631-5_79","relation":{},"subject":[]}}