{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T03:46:46Z","timestamp":1743133606394,"version":"3.40.3"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319926384"},{"type":"electronic","value":"9783319926391"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-92639-1_27","type":"book-chapter","created":{"date-parts":[[2018,6,7]],"date-time":"2018-06-07T10:31:25Z","timestamp":1528367485000},"page":"327-337","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Multi-label Learning by Hyperparameters Calibration for Treating Class Imbalance"],"prefix":"10.1007","author":[{"given":"Andr\u00e9s Felipe","family":"Giraldo-Forero","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andr\u00e9s Felipe","family":"Cardona-Escobar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andr\u00e9s Eduardo","family":"Castro-Ospina","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,6,8]]},"reference":[{"issue":"3","key":"27_CR1","first-page":"1","volume":"3","author":"G Tsoumakas","year":"2006","unstructured":"Tsoumakas, G., Katakis, I.: Multi-label classification: an overview. In. J. Data Warehous. Min. 3(3), 1\u20133 (2006)","journal-title":"In. J. Data Warehous. Min."},{"issue":"2","key":"27_CR2","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1007\/s10994-008-5064-8","volume":"73","author":"J F\u00fcrnkranz","year":"2008","unstructured":"F\u00fcrnkranz, J., H\u00fcllermeier, E., Menc\u00eda, E.L., Brinker, K.: Multilabel classification via calibrated label ranking. Mach. Learn. 73(2), 133\u2013153 (2008)","journal-title":"Mach. Learn."},{"issue":"3","key":"27_CR3","doi-asserted-by":"publisher","first-page":"333","DOI":"10.1007\/s10994-011-5256-5","volume":"85","author":"J Read","year":"2011","unstructured":"Read, J., Pfahringer, B., Holmes, G., Frank, E.: Classifier chains for multi-label classification. Mach. Learn. 85(3), 333 (2011)","journal-title":"Mach. Learn."},{"key":"27_CR4","doi-asserted-by":"crossref","unstructured":"Giraldo-Forero, A., Jaramillo-Garz\u00f3n, J., Castellanos-Dominguez, C.: A comparison of multi-label techniques based on problem transformation for protein functional prediction. In: Proceedings of the 35th Annual International Conference of the EMBS, pp. 2688\u20132691. IEEE (2013)","DOI":"10.1109\/EMBC.2013.6610094"},{"issue":"4","key":"27_CR5","doi-asserted-by":"publisher","first-page":"727","DOI":"10.1515\/amcs-2017-0050","volume":"27","author":"M Koziarski","year":"2017","unstructured":"Koziarski, M., Wo\u017cniak, M.: CCR: A combined cleaning and resampling algorithm for imbalanced data classification. Int. J. Appl. Math. Comput. Sci. 27(4), 727\u2013736 (2017)","journal-title":"Int. J. Appl. Math. Comput. Sci."},{"key":"27_CR6","doi-asserted-by":"crossref","unstructured":"Batuwita, R., Palade, V.: Class Imbalance Learning Methods for Support Vector Machines (2013)","DOI":"10.1002\/9781118646106.ch5"},{"key":"27_CR7","doi-asserted-by":"publisher","first-page":"385","DOI":"10.1016\/j.knosys.2015.07.019","volume":"89","author":"F Charte","year":"2015","unstructured":"Charte, F., Rivera, A.J., del Jesus, M.J., Herrera, F.: MLSMOTE: Approaching imbalanced multilabel learning through synthetic instance generation. Knowl-Based Syst. 89, 385\u2013397 (2015)","journal-title":"Knowl-Based Syst."},{"issue":"10","key":"27_CR8","doi-asserted-by":"publisher","first-page":"3738","DOI":"10.1016\/j.patcog.2012.03.014","volume":"45","author":"MA Tahir","year":"2012","unstructured":"Tahir, M.A., Kittler, J., Yan, F.: Inverse random under sampling for class imbalance problem and its application to multi-label classification. Pattern Recognit. 45(10), 3738\u20133750 (2012)","journal-title":"Pattern Recognit."},{"issue":"3","key":"27_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1961189.1961199","volume":"2","author":"Chih-Chung Chang","year":"2011","unstructured":"Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines. ACM Trans. Intell. Syst. Technol. (TIST) 2(3), (2011). Article No. 27","journal-title":"ACM Transactions on Intelligent Systems and Technology"},{"key":"27_CR10","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1016\/j.entcs.2014.01.025","volume":"302","author":"JT Tom\u00e1s","year":"2014","unstructured":"Tom\u00e1s, J.T., Spola\u00f4r, N., Cherman, E.A., Monard, M.C.: A framework to generate synthetic multi-label datasets. Electron. Notes Theor. Comput. Sci. 302, 155\u2013176 (2014)","journal-title":"Electron. Notes Theor. Comput. Sci."},{"key":"27_CR11","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.neucom.2014.08.091","volume":"163","author":"F Charte","year":"2015","unstructured":"Charte, F., Rivera, A.J., del Jesus, M.J., Herrera, F.: Addressing imbalance in multilabel classification: measures and random resampling algorithms. Neurocomputing 163, 3\u201316 (2015)","journal-title":"Neurocomputing"},{"key":"27_CR12","doi-asserted-by":"crossref","unstructured":"Wieczorkowska, A., Synak, P., Ra\u015b, Z.W.: Multi-label classification of emotions in music. In: Intelligent Information Processing and Web Mining, pp. 307\u2013315. Springer, Heidelberg (2006)","DOI":"10.1007\/3-540-33521-8_30"},{"issue":"9","key":"27_CR13","doi-asserted-by":"publisher","first-page":"1757","DOI":"10.1016\/j.patcog.2004.03.009","volume":"37","author":"MR Boutell","year":"2004","unstructured":"Boutell, M.R., Luo, J., Shen, X., Brown, C.M.: Learning multi-label scene classification. Pattern Recognit. 37(9), 1757\u20131771 (2004)","journal-title":"Pattern Recognit."},{"key":"27_CR14","doi-asserted-by":"crossref","unstructured":"Elisseeff, A., Weston, J.: A kernel method for multi-labelled classification. In: Advances in Neural Information Processing Systems, pp. 681\u2013687 (2002)","DOI":"10.7551\/mitpress\/1120.003.0092"},{"issue":"2","key":"27_CR15","doi-asserted-by":"publisher","first-page":"467","DOI":"10.1109\/TASL.2007.913750","volume":"16","author":"D Turnbull","year":"2008","unstructured":"Turnbull, D., Barrington, L., Torres, D., Lanckriet, G.: Semantic annotation and retrieval of music and sound effects. IEEE Trans. Audio, Speech, Lang. Process. 16(2), 467\u2013476 (2008)","journal-title":"IEEE Trans. Audio, Speech, Lang. Process."},{"issue":"3","key":"27_CR16","first-page":"23","volume":"1","author":"D Meyer","year":"2001","unstructured":"Meyer, D., Wien, F.T.: Support vector machines. R News 1(3), 23\u201326 (2001)","journal-title":"R News"},{"key":"27_CR17","unstructured":"Hsu, C.W., Chang, C.C., Lin, C.J., et al.: A Practical Guide to Support Vector Classification (2010)"},{"key":"27_CR18","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"557","DOI":"10.1007\/978-3-319-16483-0_54","volume-title":"Bioinformatics and Biomedical Engineering","author":"AF Giraldo-Forero","year":"2015","unstructured":"Giraldo-Forero, A.F., Jaramillo-Garz\u00f3n, J.A., Castellanos-Dom\u00ednguez, C.G.: Evaluation of example-based measures for multi-label classification performance. In: Ortu\u00f1o, F., Rojas, I. (eds.) IWBBIO 2015. LNCS, vol. 9043, pp. 557\u2013564. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-16483-0_54"}],"container-title":["Lecture Notes in Computer Science","Hybrid Artificial Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-92639-1_27","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T14:52:43Z","timestamp":1710341563000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-92639-1_27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319926384","9783319926391"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-92639-1_27","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"8 June 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HAIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Hybrid Artificial Intelligence Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Oviedo","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 June 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 June 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hais2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/hais2018.uniovi.es\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}