{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T04:47:46Z","timestamp":1725857266187},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319409726"},{"type":"electronic","value":"9783319409733"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"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":[[2016]]},"DOI":"10.1007\/978-3-319-40973-3_3","type":"book-chapter","created":{"date-parts":[[2016,6,13]],"date-time":"2016-06-13T23:00:19Z","timestamp":1465858819000},"page":"27-37","source":"Crossref","is-referenced-by-count":1,"title":["Enhance AdaBoost Algorithm by Integrating LDA Topic Model"],"prefix":"10.1007","author":[{"given":"Fangyu","family":"Gai","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhiqiang","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xinwen","family":"Jiang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongchen","family":"Guo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,6,14]]},"reference":[{"key":"3_CR1","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1007\/978-1-4614-3223-4_6","volume-title":"Mining Text Data","author":"CC Aggarwal","year":"2012","unstructured":"Aggarwal, C.C., Zhai, C.: A survey of text classification algorithms. In: Aggarwal, C.C., Zhai, C. (eds.) Mining Text Data, pp. 163\u2013222. Springer, Heidelberg (2012)"},{"key":"3_CR2","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent dirichlet allocation. J. Mach. Learn. Res. 3, 993\u20131022 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"3_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/11880561_1","volume-title":"String Processing and Information Retrieval","author":"A Esuli","year":"2006","unstructured":"Esuli, A., Fagni, T., Sebastiani, F.: MP-Boost: a multiple-pivot boosting algorithm and its application to text categorization. In: Crestani, F., Ferragina, P., Sanderson, M. (eds.) SPIRE 2006. LNCS, vol. 4209, pp. 1\u201312. Springer, Heidelberg (2006)"},{"key":"3_CR4","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1007\/978-1-4419-9326-7_2","volume-title":"Ensemble Machine Learning","author":"AJ Ferreira","year":"2012","unstructured":"Ferreira, A.J., Figueiredo, M.A.: Boosting algorithms: a review of methods, theory, and applications. In: Zhang, C., Yunqian, M. (eds.) Ensemble Machine Learning, pp. 35\u201385. Springer, Heidelberg (2012)"},{"issue":"771\u2013780","key":"3_CR5","first-page":"771","volume":"14","author":"Y Freund","year":"1999","unstructured":"Freund, Y., Schapire, R., Abe, N.: A short introduction to boosting. J. Jap. Soc. Artif. Intell. 14(771\u2013780), 771\u2013780 (1999)","journal-title":"J. Jap. Soc. Artif. Intell."},{"issue":"1","key":"3_CR6","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1006\/jcss.1997.1504","volume":"55","author":"Y Freund","year":"1997","unstructured":"Freund, Y., Schapire, R.E.: A decision-theoretic generalization of on-line learning and an application to boosting. J. Comput. Syst. Sci. 55(1), 119\u2013139 (1997)","journal-title":"J. Comput. Syst. Sci."},{"key":"3_CR7","doi-asserted-by":"crossref","first-page":"721","DOI":"10.1109\/TPAMI.1984.4767596","volume":"6","author":"S Geman","year":"1984","unstructured":"Geman, S., Geman, D.: Stochastic relaxation, gibbs distributions, and the bayesian restoration of images. Pattern Anal. Mach. Intell., IEEE Trans. 6, 721\u2013741 (1984)","journal-title":"Pattern Anal. Mach. Intell., IEEE Trans."},{"key":"3_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"782","DOI":"10.1007\/978-3-319-13560-1_62","volume-title":"PRICAI 2014: Trends in Artificial Intelligence","author":"T Iwakura","year":"2014","unstructured":"Iwakura, T., Saitou, T., Okamoto, S.: An AdaBoost for efficient use of confidences of weak hypotheses on text categorization. In: Pham, D.-N., Park, S.-B. (eds.) PRICAI 2014. LNCS, vol. 8862, pp. 782\u2013794. Springer, Heidelberg (2014)"},{"issue":"1","key":"3_CR9","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1016\/j.ipm.2004.08.006","volume":"42","author":"C Lee","year":"2006","unstructured":"Lee, C., Lee, G.G.: Information gain and divergence-based feature selection for machine learning-based text categorization. Inf. Process. Manage. 42(1), 155\u2013165 (2006)","journal-title":"Inf. Process. Manage."},{"key":"3_CR10","doi-asserted-by":"crossref","unstructured":"Morchid, M., Dufour, R., Linares, G.: A lda-based topic classification approach from highly imperfect automatic transcriptions. In: LREC 2014 (2014)","DOI":"10.21437\/Interspeech.2014-424"},{"issue":"2\u20133","key":"3_CR11","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1023\/A:1007649029923","volume":"39","author":"RE Schapire","year":"2000","unstructured":"Schapire, R.E., Singer, Y.: Boostexter: a boosting-based system for text categorization. Mach. Learn. 39(2\u20133), 135\u2013168 (2000)","journal-title":"Mach. Learn."},{"key":"3_CR12","doi-asserted-by":"crossref","unstructured":"Tan, S., Cheng, X., Ghanem, M.M., Wang, B., Xu, H.: A novel refinement approach for text categorization. In: Proceedings of the 14th ACM International Conference on Information and knowledge Management, pp. 469\u2013476. ACM (2005)","DOI":"10.1145\/1099554.1099687"},{"issue":"7","key":"3_CR13","doi-asserted-by":"crossref","first-page":"1024","DOI":"10.1016\/j.knosys.2011.04.014","volume":"24","author":"H U\u011fuz","year":"2011","unstructured":"U\u011fuz, H.: A two-stage feature selection method for text categorization by using information gain, principal component analysis and genetic algorithm. Knowl. Based Syst. 24(7), 1024\u20131032 (2011)","journal-title":"Knowl. Based Syst."},{"key":"3_CR14","doi-asserted-by":"crossref","unstructured":"Wang, Y., Guo, Q.: Multi-lda hybrid topic model with boosting strategy and its application in text classification. In: 2014 33rd Chinese Control Conference (CCC), pp. 4802\u20134806. IEEE (2014)","DOI":"10.1109\/ChiCC.2014.6895752"},{"key":"3_CR15","doi-asserted-by":"crossref","unstructured":"Xiong, W., Wan, Z., Bai, X., Xing, H., Zuo, H., Zhu, K., Yang, S.: Adaboost-based multi-attribute classification technology and its application. In: 76th EAGE Conference and Exhibition 2014 (2014)","DOI":"10.3997\/2214-4609.20141200"},{"issue":"3","key":"3_CR16","doi-asserted-by":"crossref","first-page":"349","DOI":"10.4310\/SII.2009.v2.n3.a8","volume":"2","author":"J Zhu","year":"2009","unstructured":"Zhu, J., Zou, H., Rosset, S., Hastie, T.: Multi-class AdaBoost. Stat. Interface 2(3), 349\u2013360 (2009)","journal-title":"Stat. Interface"}],"container-title":["Lecture Notes in Computer Science","Data Mining and Big Data"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-40973-3_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T17:22:55Z","timestamp":1656696175000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-40973-3_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319409726","9783319409733"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-40973-3_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}