{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T21:40:01Z","timestamp":1771018801991,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":21,"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\/1273496.1273512","type":"proceedings-article","created":{"date-parts":[[2008,10,7]],"date-time":"2008-10-07T13:06:52Z","timestamp":1223384812000},"page":"121-128","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":60,"title":["Feature selection in a kernel space"],"prefix":"10.1145","author":[{"given":"Bin","family":"Cao","sequence":"first","affiliation":[{"name":"Peking University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dou","family":"Shen","sequence":"additional","affiliation":[{"name":"Hong Kong University of Science and Technology, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jian-Tao","family":"Sun","sequence":"additional","affiliation":[{"name":"Microsoft Research Asia, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiang","family":"Yang","sequence":"additional","affiliation":[{"name":"Hong Kong University of Science and Technology, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zheng","family":"Chen","sequence":"additional","affiliation":[{"name":"Microsoft Research Asia, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2007,6,20]]},"reference":[{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300014980"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(03)00429-6"},{"key":"e_1_3_2_1_4_1","volume-title":"ICML '98 (pp. 82--90)","author":"Bradley P. S.","year":"1998","unstructured":"Bradley , P. S. , & Mangasarian , O. L. ( 1998 ). Feature selection via concave minimization and support vector machines . ICML '98 (pp. 82--90) . Bradley, P. S., & Mangasarian, O. L. (1998). Feature selection via concave minimization and support vector machines. ICML '98 (pp. 82--90)."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-1809.1936.tb02137.x"},{"key":"e_1_3_2_1_6_1","volume-title":"Introduction to statistical pattern recognition","author":"Fukunaga K.","year":"1990","unstructured":"Fukunaga , K. ( 1990 ). Introduction to statistical pattern recognition ( 2 nd ed.). San Diego, CA, USA : Academic Press Professional , Inc. Fukunaga, K. (1990). Introduction to statistical pattern recognition (2nd ed.). San Diego, CA, USA: Academic Press Professional, Inc.","edition":"2"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015352"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.5555\/944919.944968"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511810817","volume-title":"Matrix analysis","author":"Horn R. A.","year":"1985","unstructured":"Horn , R. A. , & Johnson , C. R. ( 1985 ). Matrix analysis . Cambridge University Press . Horn, R. A., & Johnson, C. R. (1985). Matrix analysis. Cambridge University Press."},{"key":"e_1_3_2_1_10_1","volume-title":"Principal components analysis","author":"Jolliffe","year":"2002","unstructured":"I. T. Jolliffe . ( 2002 ). Principal components analysis . Springer Verlag . I. T. Jolliffe. (2002). Principal components analysis. Springer Verlag."},{"key":"e_1_3_2_1_11_1","volume-title":"A practical approach to feature selection. ML92 (pp. 249--256)","author":"Kira K.","year":"1992","unstructured":"Kira , K. , & Rendell , L. A. ( 1992 ). A practical approach to feature selection. ML92 (pp. 249--256) . Kira, K., & Rendell, L. A. (1992). A practical approach to feature selection. ML92 (pp. 249--256)."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.5555\/188408.188427"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2006.560"},{"key":"e_1_3_2_1_14_1","unstructured":"Mika S. Ratsch G. Weston J. Scholkopf B. & Muller K. (1999\" a). Fisher discriminant analysis with kernels.  Mika S. Ratsch G. Weston J. Scholkopf B. & Muller K. (1999\" a). Fisher discriminant analysis with kernels."},{"key":"e_1_3_2_1_15_1","volume-title":"Kernel PCA and de--noising in feature spaces. Advances in Neural Information Processing Systems 11","author":"Mika S.","year":"1999","unstructured":"Mika , S. , Sch\u00f6lkopf , B. , Smola , A. J. , M\u00fcller , K.-R. , Scholz , M. , & Rä \u00e4tsch , G. ( 1999 b). Kernel PCA and de--noising in feature spaces. Advances in Neural Information Processing Systems 11 . MIT Press . Mika, S., Sch\u00f6lkopf, B., Smola, A. J., M\u00fcller, K.-R., Scholz, M., & Rä\u00e4tsch, G. (1999b). Kernel PCA and de--noising in feature spaces. Advances in Neural Information Processing Systems 11. MIT Press."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2006.04.017"},{"key":"e_1_3_2_1_17_1","volume-title":"Learnin with kernels","author":"Scholkopf B.","year":"2002","unstructured":"Scholkopf , B. , & A. J. Smola . ( 2002 ). Learnin with kernels . Cambridge, MA ,: The MIT Press . Scholkopf, B., & A. J. Smola. (2002). Learnin with kernels. Cambridge, MA,: The MIT Press."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143959"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.5555\/944919.944982"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102477"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/1076034.1076058"},{"key":"e_1_3_2_1_22_1","volume-title":"ICML '97 (pp. 412--420)","author":"Yang Y.","year":"1997","unstructured":"Yang , Y. , & Pedersen , J. O. ( 1997 ). A comparative study on feature selection in text categorization . ICML '97 (pp. 412--420) . Yang, Y., & Pedersen, J. O. (1997). A comparative study on feature selection in text categorization. ICML '97 (pp. 412--420)."}],"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","location":"Corvalis Oregon USA","acronym":"ICML '07 & ILP '07","sponsor":["Machine Learning Journal"]},"container-title":["Proceedings of the 24th international conference on Machine learning"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1273496.1273512","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1273496.1273512","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T14:47:53Z","timestamp":1750258073000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1273496.1273512"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,6,20]]},"references-count":21,"alternative-id":["10.1145\/1273496.1273512","10.1145\/1273496"],"URL":"https:\/\/doi.org\/10.1145\/1273496.1273512","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"}}]}}