{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,23]],"date-time":"2025-01-23T05:18:19Z","timestamp":1737609499083,"version":"3.33.0"},"publisher-location":"Berlin, Heidelberg","reference-count":21,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540763895"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-76390-1_16","type":"book-chapter","created":{"date-parts":[[2007,11,13]],"date-time":"2007-11-13T17:19:40Z","timestamp":1194974380000},"page":"155-165","source":"Crossref","is-referenced-by-count":6,"title":["Evaluating Multi-class Multiple-Instance Learning for Image Categorization"],"prefix":"10.1007","author":[{"given":"Xinyu","family":"Xu","sequence":"first","affiliation":[]},{"given":"Baoxin","family":"Li","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"16_CR1","first-page":"561","volume":"15","author":"S. Andrews","year":"1998","unstructured":"Andrews, S., Tsochantaridis, I., Hofmann, T.: Support vector machines for multiple-instance learning. NIPS\u00a015, 561\u2013568 (1998)","journal-title":"NIPS"},{"key":"16_CR2","doi-asserted-by":"crossref","unstructured":"Bi, J., Chen, Y., Wang, J.Z.: A sparse support vector machine approach to region-based image categorization. CVPR (1), 1121\u20131128 (2005)","DOI":"10.1109\/CVPR.2005.48"},{"key":"16_CR3","unstructured":"Chang, C.-C., Lin, C.-J.: LIBSVM: a library for support vector machines. Software available at http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm2001"},{"issue":"5","key":"16_CR4","doi-asserted-by":"publisher","first-page":"1055","DOI":"10.1109\/72.788646","volume":"10","author":"O. Chapelle","year":"1999","unstructured":"Chapelle, O., Haffner, P., Vapnik, V.N.: Support vector machines for histogram-based image classification. IEEE Trans. Neural Networks\u00a010(5), 1055\u20131064 (1999)","journal-title":"IEEE Trans. Neural Networks"},{"key":"16_CR5","first-page":"913","volume":"5","author":"Y. Chen","year":"2004","unstructured":"Chen, Y., Wang, J.Z.: Image categorization by learning and reasoning with regions. Journal of Machine Learning Research\u00a05, 913\u2013939 (2004)","journal-title":"Journal of Machine Learning Research"},{"issue":"12","key":"16_CR6","doi-asserted-by":"crossref","first-page":"1931","DOI":"10.1109\/TPAMI.2006.248","volume":"28","author":"Y. Chen","year":"2006","unstructured":"Chen, Y., Bi, J., Wang, J.Z.: MILES: Multiple-Instance Learning via Embedded Instance Selection. IEEE Trans. on PAMI\u00a028(12), 1931\u20131947 (2006)","journal-title":"IEEE Trans. on PAMI"},{"key":"16_CR7","unstructured":"Csurka, G., Bray, C., Dance, C., Fan, L.: Visual Categorization with Bags of Keypoints. In: ECCV 2004 Workshop on Statistical Learning in Computer Vision, pp. 59\u201374 (2004)"},{"key":"16_CR8","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1016\/S0004-3702(96)00034-3","volume":"89","author":"T.G. Dietterich","year":"1997","unstructured":"Dietterich, T.G., Lathrop, R.H., Lozano-P\u00e9rez, T.: Solving the multiple-instance problem with axis-parallel rectangles. Artificial Intelligence\u00a089, 31\u201371 (1997)","journal-title":"Artificial Intelligence"},{"issue":"2","key":"16_CR9","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1109\/72.991427","volume":"13","author":"C.-W. Hsu","year":"2002","unstructured":"Hsu, C.-W., Lin, C.-J.: A comparison of methods for multi-class support vector machines. IEEE Transactions on Neural Networks\u00a013(2), 415\u2013425 (2002)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"16_CR10","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1198\/016214504000000098","volume":"99","author":"Y. Lee","year":"2004","unstructured":"Lee, Y., Lin, Y., Wahba, G.: Multicategory support vector machines: theory, and application to the classification of microarray data and satellite radiance data. Journal of the American Statistical Association\u00a099, 67\u201381 (2004)","journal-title":"Journal of the American Statistical Association"},{"issue":"9","key":"16_CR11","doi-asserted-by":"crossref","first-page":"1075","DOI":"10.1109\/TPAMI.2003.1227984","volume":"25","author":"J. Li","year":"2003","unstructured":"Li, J., Wang, J.Z.: Automatic linguistic indexing of pictures by a statistical modeling approach. IEEE Trans. on PAMI\u00a025(9), 1075\u20131088 (2003)","journal-title":"IEEE Trans. on PAMI"},{"key":"16_CR12","first-page":"570","volume":"10","author":"O. Maron","year":"1998","unstructured":"Maron, O., Lozano-P\u00e9rez, T.: A framework for multiple-instance learning. NIPS\u00a010, 570\u2013576 (1998)","journal-title":"NIPS"},{"key":"16_CR13","unstructured":"Maron, O., Ratan, A.L.: Multiple-instance learning for natural scene classification. ICML, 341\u2013349 (1998)"},{"key":"16_CR14","doi-asserted-by":"crossref","unstructured":"Rahmani, R., Goldman, S.A.: MISSL: multiple-instance semi-supervised learning. ICML, 705\u2013712 (2006)","DOI":"10.1145\/1143844.1143933"},{"key":"16_CR15","first-page":"211","volume-title":"Learning with Kernels-Support Vector Machines, Regularization, Optimization and Beyond","author":"B. Sch\u00f6lkopf","year":"2002","unstructured":"Sch\u00f6lkopf, B., Smola, A.J.: Learning with Kernels-Support Vector Machines, Regularization, Optimization and Beyond, pp. 211\u2013214. MIT Press, Cambridge, MA (2002)"},{"key":"16_CR16","volume-title":"Statistical Learning Theory","author":"V.N. Vapnik","year":"1998","unstructured":"Vapnik, V.N.: Statistical Learning Theory. Wiley, New York (1998)"},{"issue":"9","key":"16_CR17","doi-asserted-by":"crossref","first-page":"947","DOI":"10.1109\/34.955109","volume":"23","author":"J.Z. Wang","year":"2001","unstructured":"Wang, J.Z., Li, J., Wiederhold, G.: SIMPLIcity: Semantics-sensitive Integrated Matching for Picture Libraries. IEEE Trans. on PAMI\u00a023(9), 947\u2013963 (2001)","journal-title":"IEEE Trans. on PAMI"},{"key":"16_CR18","doi-asserted-by":"crossref","unstructured":"Wang, L., Shen, X., Zheng, Y.F.: On L-1 norm multi-class Support Vector Machines. In: Proc. 5th Intl. Conf. on Machine Learning and Applications (2006)","DOI":"10.1109\/ICMLA.2006.38"},{"key":"16_CR19","volume-title":"Proc. ESANN 1999","author":"J. Weston","year":"1999","unstructured":"Weston, J., Watkins, C.: Multi-class support vector machines. In: Verleysen, M. (ed.) Proc. ESANN 1999, D. Facto Press, Brussels (1999)"},{"key":"16_CR20","first-page":"1073","volume":"14","author":"Q. Zhang","year":"2002","unstructured":"Zhang, Q., Goldman, S.A.: EM-DD: An improved multiple-instance learning technique. NIPS\u00a014, 1073\u20131080 (2002)","journal-title":"NIPS"},{"key":"16_CR21","unstructured":"Zhang, Q., Goldman, S.A., Yu, W., Fritts, J.E.: Content-based image retrieval using multiple-instance learning. In: Proc. ICML, pp. 682\u2013689 (2002)"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ACCV 2007"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-76390-1_16.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,22]],"date-time":"2025-01-22T07:54:43Z","timestamp":1737532483000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-76390-1_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540763895"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-76390-1_16","relation":{},"subject":[]}}