{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:39:18Z","timestamp":1750307958822,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":24,"publisher":"ACM","license":[{"start":{"date-parts":[[2007,6,20]],"date-time":"2007-06-20T00:00:00Z","timestamp":1182297600000},"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":[[2007,6,20]]},"DOI":"10.1145\/1273496.1273561","type":"proceedings-article","created":{"date-parts":[[2008,10,7]],"date-time":"2008-10-07T13:06:52Z","timestamp":1223384812000},"page":"513-520","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":11,"title":["A transductive framework of distance metric learning by spectral dimensionality reduction"],"prefix":"10.1145","author":[{"given":"Fuxin","family":"Li","sequence":"first","affiliation":[{"name":"Chinese Academy of Sciences, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jian","family":"Yang","sequence":"additional","affiliation":[{"name":"Beijing University of Technology, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jue","family":"Wang","sequence":"additional","affiliation":[{"name":"Chinese Academy of Sciences, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2007,6,20]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.5555\/1248547.1248618"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1162\/089976603321780317"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1162\/0899766041732396"},{"key":"e_1_3_2_1_4_1","volume-title":"On the complexity of learning the kernel matrix. Advances in Neural Information Processing Systems 15","author":"Bousquet O.","year":"2003","unstructured":"Bousquet , O. , & Hermann , D. J. L. ( 2003 ). On the complexity of learning the kernel matrix. Advances in Neural Information Processing Systems 15 . Bousquet, O., & Hermann, D. J. L. (2003). On the complexity of learning the kernel matrix. Advances in Neural Information Processing Systems 15."},{"key":"e_1_3_2_1_5_1","volume-title":"On kernel-target alignment. Advances in Neural Information Processing Systems 14","author":"Cristianini N.","year":"2002","unstructured":"Cristianini , N. , Kandola , J. , Elisseeff , A. , & Shawe-Taylor , J. ( 2002 ). On kernel-target alignment. Advances in Neural Information Processing Systems 14 . Cristianini, N., Kandola, J., Elisseeff, A., & Shawe-Taylor, J. (2002). On kernel-target alignment. Advances in Neural Information Processing Systems 14."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF01896809"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015417"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.167"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/0022-247X(71)90184-3"},{"key":"e_1_3_2_1_10_1","volume-title":"Proceedings of the 20th international conference on machine learning.","author":"Kwok J. T.","year":"2003","unstructured":"Kwok , J. T. , & Tsang , I. W. ( 2003 ). Learning with idealized kernels . Proceedings of the 20th international conference on machine learning. Kwok, J. T., & Tsang, I. W. (2003). Learning with idealized kernels. Proceedings of the 20th international conference on machine learning."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.5555\/1005332.1005334"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.77"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1162\/0899766052530802"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.5555\/648300.755324"},{"key":"e_1_3_2_1_16_1","volume-title":"G. B. Orr and K.-R","author":"Simard P. Y.","year":"1998","unstructured":"Simard , P. Y. , LeCun , Y. A. , Denker , J. S. , & Victorri , B. ( 1998 ). Transformation invariance in pattern recognition - tangent distance and tangent propagation . In G. B. Orr and K.-R . Muller (Eds.), Neural networks: Tricks of the trade. Simard, P. Y., LeCun, Y. A., Denker, J. S., & Victorri, B. (1998). Transformation invariance in pattern recognition - tangent distance and tangent propagation. In G. B. Orr and K.-R. Muller (Eds.), Neural networks: Tricks of the trade."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102455"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2319"},{"key":"e_1_3_2_1_19_1","volume-title":"Distance metric learning for large margin nearest neighbor classification. Advances in Neural Information Processing Systems 18","author":"Weinberger K. Q.","year":"2006","unstructured":"Weinberger , K. Q. , Blitzer , J. , & Saul , L. K. ( 2006 ). Distance metric learning for large margin nearest neighbor classification. Advances in Neural Information Processing Systems 18 . Weinberger, K. Q., Blitzer, J., & Saul, L. K. (2006). Distance metric learning for large margin nearest neighbor classification. Advances in Neural Information Processing Systems 18."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/1101149.1101307"},{"key":"e_1_3_2_1_21_1","volume-title":"Distance metric learning with applications to clustering with side-information. Advances in Neural Information Processing Systems 15","author":"Xing E. P.","year":"2003","unstructured":"Xing , E. P. , Ng , A. Y. , Jordan , M. I. , & Russell , S. ( 2003 ). Distance metric learning with applications to clustering with side-information. Advances in Neural Information Processing Systems 15 . Xing, E. P., Ng, A. Y., Jordan, M. I., & Russell, S. (2003). Distance metric learning with applications to clustering with side-information. Advances in Neural Information Processing Systems 15."},{"key":"e_1_3_2_1_22_1","volume-title":"Proceedings of the 20th international conference on machine learning.","author":"Zhang Z.","year":"2003","unstructured":"Zhang , Z. ( 2003 ). Learning metrics via discriminant kernels and multidimensional scaling: Toward expected euclidean representation . Proceedings of the 20th international conference on machine learning. Zhang, Z. (2003). Learning metrics via discriminant kernels and multidimensional scaling: Toward expected euclidean representation. Proceedings of the 20th international conference on machine learning."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-006-6130-8"},{"key":"e_1_3_2_1_24_1","volume-title":"Learning with local and global consistency. Advances in Neural Information Processing Systems","author":"Zhou D.","year":"2004","unstructured":"Zhou , D. , Bousquet , O. , Lal , T. N. , Weston , J. , & Sch ö\u00f6lkopf, B. ( 2004 ). Learning with local and global consistency. Advances in Neural Information Processing Systems . Zhou, D., Bousquet, O., Lal, T. N., Weston, J., & Schö\u00f6lkopf, B. (2004). Learning with local and global consistency. Advances in Neural Information Processing Systems."}],"event":{"name":"ICML '07 & ILP '07: The 24th Annual International Conference on Machine Learning held in conjunction with the 2007 International Conference on Inductive Logic Programming","sponsor":["Machine Learning Journal"],"location":"Corvalis Oregon USA","acronym":"ICML '07 & ILP '07"},"container-title":["Proceedings of the 24th international conference on Machine learning"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1273496.1273561","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1273496.1273561","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T14:58:01Z","timestamp":1750258681000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1273496.1273561"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,6,20]]},"references-count":24,"alternative-id":["10.1145\/1273496.1273561","10.1145\/1273496"],"URL":"https:\/\/doi.org\/10.1145\/1273496.1273561","relation":{},"subject":[],"published":{"date-parts":[[2007,6,20]]},"assertion":[{"value":"2007-06-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}