{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T13:02:09Z","timestamp":1775307729959,"version":"3.50.1"},"reference-count":20,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/iccais.2018.8570478","type":"proceedings-article","created":{"date-parts":[[2018,12,12]],"date-time":"2018-12-12T20:32:27Z","timestamp":1544646747000},"page":"461-466","source":"Crossref","is-referenced-by-count":4,"title":["Fault Detection Method Based on Improved Isomap and SVM in Noise-Containing Nonlinear Process"],"prefix":"10.1109","author":[{"given":"Yankun","family":"Han","sequence":"first","affiliation":[]},{"given":"Qianshuai","family":"Cheng","sequence":"additional","affiliation":[]},{"given":"Yandong","family":"Hou","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3264-1"},{"key":"ref11","article-title":"Dimensional reduction algorithms for high dimensional data [D]","author":"yaru","year":"2012","journal-title":"University of Science and Technology of China"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref13","first-page":"96","article-title":"Application of SVM classifier based on SMO algorithm in compressor fault identification [J]","volume":"3","author":"wei","year":"2012","journal-title":"Automation and Instrumentation"},{"key":"ref14","first-page":"46","volume":"13","author":"chunjiao","year":"2013","journal-title":"Transportation Systems Engineering"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1080\/0022250X.2001.9990249"},{"key":"ref16","article-title":"An introduction to MDS[J]","volume":"46","author":"wickelmaier","year":"2003","journal-title":"Sound Quality Research Unit"},{"key":"ref17","first-page":"29","article-title":"Support Vector Machine and Its Application in Mechanical Fault Diagnosis [J]","volume":"26","author":"shengfa","year":"2007","journal-title":"Journal of Vibration and Shock"},{"key":"ref18","author":"chiang","year":"2000","journal-title":"Fault detection and diagnosis in industrial systems[M]"},{"key":"ref19","first-page":"8","article-title":"Research on Fault Detection of TE Process Based on PCA and KPCA[J]","volume":"32","author":"xiaoqiang","year":"2011","journal-title":"Automation instrumentation"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2305751"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1007\/978-0-387-78189-1_8","article-title":"Linear discriminant analysis[M]","author":"izenman","year":"2013","journal-title":"Modern Multivariate Statistical Techniques"},{"key":"ref6","first-page":"129","article-title":"Rotor fault diagnosis based on isometric feature mapping and support vector machine [J]","volume":"9","author":"bin","year":"2012","journal-title":"Journal of Mechanical Engineering"},{"key":"ref5","first-page":"215","article-title":"Rotating machinery fault diagnosis based on equidistant mapping and weighted KNN [J]","volume":"34","author":"fafa","year":"2013","journal-title":"Chinese Journal of Scientific Instrument"},{"key":"ref8","first-page":"2125","article-title":"Study on fault detection of nonlinear process based on RISOMAP [J]","volume":"64","author":"ni","year":"2013","journal-title":"ChemPhys-Chem"},{"key":"ref7","first-page":"122","article-title":"ISOMAP-LDA method for chemical process fault diagnosis [J]","volume":"60","author":"zhong","year":"2009","journal-title":"Chem Industry"},{"key":"ref2","doi-asserted-by":"crossref","DOI":"10.4324\/9780203767719","author":"young","year":"2013","journal-title":"Multidimensional scaling history theory and applications[M]"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1039\/c3ay41907j"},{"key":"ref9","first-page":"314","article-title":"The isometric mapping of certain ultrametric spaces into the L_p spaces[J]","volume":"134","author":"timan","year":"1975","journal-title":"Trudy Matematicheskogo Instituta im VA Steklova"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1021\/ie900521b"}],"event":{"name":"2018 International Conference on Control, Automation and Information Sciences (ICCAIS)","location":"Hangzhou","start":{"date-parts":[[2018,10,24]]},"end":{"date-parts":[[2018,10,27]]}},"container-title":["2018 International Conference on Control, Automation and Information Sciences (ICCAIS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8555973\/8570318\/08570478.pdf?arnumber=8570478","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T12:06:21Z","timestamp":1775304381000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8570478\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/iccais.2018.8570478","relation":{},"subject":[],"published":{"date-parts":[[2018,10]]}}}