{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T08:27:47Z","timestamp":1774945667455,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":22,"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\/1273496.1273584","type":"proceedings-article","created":{"date-parts":[[2008,10,7]],"date-time":"2008-10-07T13:06:52Z","timestamp":1223384812000},"page":"697-704","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":43,"title":["Regression on manifolds using kernel dimension reduction"],"prefix":"10.1145","author":[{"given":"Jens","family":"Nilsson","sequence":"first","affiliation":[{"name":"Lund University, Lund, Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fei","family":"Sha","sequence":"additional","affiliation":[{"name":"University of California, Berkeley, CA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael I.","family":"Jordan","sequence":"additional","affiliation":[{"name":"University of California, Berkeley, CA"}],"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":"10.1162\/089976603321780317"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.5555\/1248547.1248632"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022411301790"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0500334102"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","unstructured":"Cook R. D. (1998). Regression graphics. Wiley Inter-Science.  Cook R. D. (1998). Regression graphics . Wiley Inter-Science.","DOI":"10.1002\/9780470316931"},{"key":"e_1_3_2_1_7_1","first-page":"328","article-title":"Discussion of Li (1991)","volume":"86","author":"Cook R. D.","year":"1991","journal-title":"Journal of the American Statistical Association"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1111\/1467-842X.00164"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1031596100"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.5555\/1005332.1005335"},{"key":"e_1_3_2_1_11_1","volume-title":"echnical Report). Department of Statistics","author":"Fukumizu K.","year":"2006"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.5555\/944919.944975"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015417"},{"key":"e_1_3_2_1_14_1","unstructured":"Lafon S. (2004). Diffusion maps and geometric harmonics. Doctoral dissertation Yale University.  Lafon S. (2004). Diffusion maps and geometric harmonics . Doctoral dissertation Yale University."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1214\/009053605000000192"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1991.10475035"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1991.10475035"},{"key":"e_1_3_2_1_18_1","unstructured":"Remote Sensing Systems (2004). Microwave sounding units (MSU) data. sponsored by the NOAA Climate and Global Change Program. Data available at www.remss.com.  Remote Sensing Systems (2004). Microwave sounding units (MSU) data. sponsored by the NOAA Climate and Global Change Program. Data available at www.remss.com."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2323"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102448"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102450"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2319"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143978"}],"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\/1273496.1273584","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1273496.1273584","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\/1273496.1273584"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,6,20]]},"references-count":22,"alternative-id":["10.1145\/1273496.1273584","10.1145\/1273496"],"URL":"https:\/\/doi.org\/10.1145\/1273496.1273584","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"}}]}}