{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:22:13Z","timestamp":1750306933193,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":53,"publisher":"ACM","license":[{"start":{"date-parts":[[2013,2,4]],"date-time":"2013-02-04T00:00:00Z","timestamp":1359936000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2013,2,4]]},"DOI":"10.1145\/2433396.2433453","type":"proceedings-article","created":{"date-parts":[[2013,2,5]],"date-time":"2013-02-05T13:19:52Z","timestamp":1360070392000},"page":"455-464","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":11,"title":["Online multi-modal distance learning for scalable multimedia retrieval"],"prefix":"10.1145","author":[{"given":"Hao","family":"Xia","sequence":"first","affiliation":[{"name":"Nanyang Technological University, Singapore, Singapore"}]},{"given":"Pengcheng","family":"Wu","sequence":"additional","affiliation":[{"name":"Nanyang Technological University, Singapore, Singapore"}]},{"given":"Steven C.H.","family":"Hoi","sequence":"additional","affiliation":[{"name":"Nanyang Technological University, Singapore, Singapore"}]}],"member":"320","published-online":{"date-parts":[[2013,2,4]]},"reference":[{"key":"e_1_3_2_1_1_1","first-page":"2357","volume-title":"Proceedings of IEEE Conference on Computer Vision and Pattern Recognition","author":"Aksoy S.","year":"2000","unstructured":"S. Aksoy and R. M. Haralick . Probabilistic vs. geometric similarity measures for image retrieval . In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition , pages 2357 -- 2362 , 2000 . S. Aksoy and R. M. Haralick. Probabilistic vs. geometric similarity measures for image retrieval. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pages 2357--2362, 2000."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1090\/S0002-9947-1950-0051437-7"},{"key":"e_1_3_2_1_3_1","first-page":"11","volume-title":"International Conference on Machine Learning","author":"Bar-Hillel A.","year":"2003","unstructured":"A. Bar-Hillel , T. Hertz , N. Shental , and D. Weinshall . Learning distance functions using equivalence relations . In International Conference on Machine Learning , pages 11 -- 18 , 2003 . A. Bar-Hillel, T. Hertz, N. Shental, and D. Weinshall. Learning distance functions using equivalence relations. In International Conference on Machine Learning, pages 11--18, 2003."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.5555\/1046920.1088704"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502546"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2006.05.013"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.5555\/1756006.1756042"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.5555\/1248547.1248566"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459169"},{"key":"e_1_3_2_1_10_1","volume-title":"Advances in Neural Information Processing Systems","author":"Globerson A.","year":"2005","unstructured":"A. Globerson and S. Roweis . Metric learning by collapsing classes . In Advances in Neural Information Processing Systems , 2005 . A. Globerson and S. Roweis. Metric learning by collapsing classes. In Advances in Neural Information Processing Systems, 2005."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.70791"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2002.1021882"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390207"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273542"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.5555\/2429619.2429651"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/1823746.1823752"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.167"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2008.921735"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2006.53"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339648"},{"key":"e_1_3_2_1_22_1","first-page":"519","article-title":"Metric and kernel learning using a linear transformation","volume":"13","author":"Jain P.","year":"2012","unstructured":"P. Jain , B. Kulis , J. V. Davis , and I. S. Dhillon . Metric and kernel learning using a linear transformation . Journal of Machine Learning Research , 13 : 519 -- 547 , 2012 . P. Jain, B. Kulis, J. V. Davis, and I. S. Dhillon. Metric and kernel learning using a linear transformation. Journal of Machine Learning Research, 13:519--547, 2012.","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_23_1","volume-title":"Advances in Neural Information Processing Systems","author":"Ji S.","year":"2008","unstructured":"S. Ji , L. Sun , R. Jin , and J. Ye . Multi-label multiple kernel learning . In Advances in Neural Information Processing Systems , 2008 . S. Ji, L. Sun, R. Jin, and J. Ye. Multi-label multiple kernel learning. In Advances in Neural Information Processing Systems, 2008."},{"key":"e_1_3_2_1_24_1","first-page":"390","volume-title":"ALT","author":"Jin R.","year":"2010","unstructured":"R. Jin , S. C. H. Hoi , and T. Yang . Online multiple kernel learning: Algorithms and mistake bounds . In ALT , pages 390 -- 404 , 2010 . R. Jin, S. C. H. Hoi, and T. Yang. Online multiple kernel learning: Algorithms and mistake bounds. In ALT, pages 390--404, 2010."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.121"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2007.4409065"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.5555\/1005332.1005334"},{"key":"e_1_3_2_1_28_1","volume-title":"Proceedings of IEEE Conference on Computer Vision and Pattern Recognition","author":"Lee J.-E.","year":"2008","unstructured":"J.-E. Lee , R. Jin , and A. K. Jain . Rank-based distance metric learning: An application to image retrieval . In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition , Anchorage, AK , 2008 . J.-E. Lee, R. Jin, and A. K. Jain. Rank-based distance metric learning: An application to image retrieval. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, AK, 2008."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/1126004.1126005"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00530-002-0069-9"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.5555\/1394399"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.1953063"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.54"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.112"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.5555\/648300.755324"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00530-006-0033-1"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102455"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/34.895972"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.5555\/1248547.1248604"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2005.1555981"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553510"},{"key":"e_1_3_2_1_42_1","first-page":"2361","volume-title":"NIPS","author":"Vishwanathan S. V. N.","year":"2010","unstructured":"S. V. N. Vishwanathan , Z. sun, N. Ampornpunt , and M. Varma . Multiple kernel learning and the smo algorithm . In NIPS , pages 2361 -- 2369 , 2010 . S. V. N. Vishwanathan, Z. sun, N. Ampornpunt, and M. Varma. Multiple kernel learning and the smo algorithm. In NIPS, pages 2361--2369, 2010."},{"key":"e_1_3_2_1_43_1","first-page":"1473","volume-title":"Advances in Neural Information Processing Systems","author":"Weinberger K.","year":"2006","unstructured":"K. Weinberger , J. Blitzer , and L. Saul . Distance metric learning for large margin nearest neighbor classification . In Advances in Neural Information Processing Systems , pages 1473 -- 1480 , 2006 . K. Weinberger, J. Blitzer, and L. Saul. Distance metric learning for large margin nearest neighbor classification. In Advances in Neural Information Processing Systems, pages 1473--1480, 2006."},{"key":"e_1_3_2_1_44_1","first-page":"682","volume-title":"Advances in Neural Information Processing Systems 13","author":"Williams C.","year":"2001","unstructured":"C. Williams and M. Seeger . Using the nystrom method to speed up kernel machines . In Advances in Neural Information Processing Systems 13 , pages 682 -- 688 . MIT Press , 2001 . C. Williams and M. Seeger. Using the nystrom method to speed up kernel machines. In Advances in Neural Information Processing Systems 13, pages 682--688. MIT Press, 2001."},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/1631272.1631293"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2045169"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935865"},{"key":"e_1_3_2_1_48_1","volume-title":"Advances in Neural Information Processing Systems","author":"Xing E. P.","year":"2002","unstructured":"E. P. Xing , A. Y. Ng , M. I. Jordan , and S. Russell . Distance metric learning with application to clustering with side-information . In Advances in Neural Information Processing Systems , 2002 . E. P. Xing, A. Y. Ng, M. I. Jordan, and S. Russell. Distance metric learning with application to clustering with side-information. In Advances in Neural Information Processing Systems, 2002."},{"key":"e_1_3_2_1_49_1","volume-title":"Advances in Neural Information Processing Systems","author":"Xu Z.","year":"2008","unstructured":"Z. Xu , R. Jin , I. King , and M. R. Lyu . An extended level method for efficient multiple kernel learning . In Advances in Neural Information Processing Systems , 2008 . Z. Xu, R. Jin, I. King, and M. R. Lyu. An extended level method for efficient multiple kernel learning. In Advances in Neural Information Processing Systems, 2008."},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.273"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2006.883723"},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935913"},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.2021043"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273646"}],"event":{"name":"WSDM 2013: Sixth ACM International Conference on Web Search and Data Mining","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGIR ACM Special Interest Group on Information Retrieval"],"location":"Rome Italy","acronym":"WSDM 2013"},"container-title":["Proceedings of the sixth ACM international conference on Web search and data mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2433396.2433453","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2433396.2433453","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T08:35:39Z","timestamp":1750235739000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2433396.2433453"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,2,4]]},"references-count":53,"alternative-id":["10.1145\/2433396.2433453","10.1145\/2433396"],"URL":"https:\/\/doi.org\/10.1145\/2433396.2433453","relation":{},"subject":[],"published":{"date-parts":[[2013,2,4]]},"assertion":[{"value":"2013-02-04","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}