{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T20:46:21Z","timestamp":1729629981848,"version":"3.28.0"},"reference-count":26,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2007,8]]},"DOI":"10.1109\/ijcnn.2007.4370972","type":"proceedings-article","created":{"date-parts":[[2007,11,6]],"date-time":"2007-11-06T20:35:49Z","timestamp":1194381349000},"page":"300-305","source":"Crossref","is-referenced-by-count":7,"title":["Selection of the Suitable Neighborhood Size for the ISOMAP Algorithm"],"prefix":"10.1109","author":[{"given":"Chao","family":"Shao","sequence":"first","affiliation":[]},{"given":"Houkuan","family":"Huang","sequence":"additional","affiliation":[]},{"given":"Chunhong","family":"Wan","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"crossref","first-page":"296","DOI":"10.1109\/72.363467","article-title":"Artificial neural networks for feature extraction and multivariate data projection","volume":"6","author":"mao","year":"1995","journal-title":"IEEE Transactions on Neural Networks"},{"key":"ref11","first-page":"255","article-title":"Interactive data exploration using mds mapping","author":"naud","year":"2000","journal-title":"Proc 5th Conf Neural Netw Soft Comput"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/BF00337288"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/72.977314"},{"key":"ref14","first-page":"208","article-title":"Resolution enhancement for the visom","year":"2003","journal-title":"WSOM Hibikino"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","article-title":"A global geometric framework for nonlinear dimensionality reduction","volume":"290","author":"tenenbaum","year":"2000","journal-title":"Science"},{"key":"ref16","article-title":"Graph approximations to geodesics on embedded manifolds","author":"bernstein","year":"2000","journal-title":"Department of Psychology Stanford University Tech Rep"},{"key":"ref17","first-page":"2002","article-title":"When does isomap recover the natural parameterization of families of articulated images?","author":"donoho","year":"2002","journal-title":"Department of Statistics Stanford University Tech Rep"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1126\/science.295.5552.7a","article-title":"The isomap algorithm and topological stability","volume":"295","author":"balasubramanian","year":"2002","journal-title":"Science"},{"key":"ref19","first-page":"453","article-title":"Unsupervised learning of curved manifolds","author":"de silva","year":"2001","journal-title":"MSRI Workshop Nonlinear Estimation and Classification"},{"key":"ref4","first-page":"107","article-title":"Visualizing multi-dimensional clusters, trends, and outliers using star coordinates","author":"kandogan","year":"2001","journal-title":"KDD"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/VISUAL.1990.146402"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/102377.115768"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/VISUAL.1990.146386"},{"key":"ref8","first-page":"514","article-title":"Iconographic displays for visualizing multidimensional data","author":"pickett","year":"1998","journal-title":"Proceedings of the 1988 IEEE Conference on Systems Man and Cybernetics"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.2307\/2284077"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/2945.841121"},{"article-title":"Pattern Classification","year":"2000","author":"duda","key":"ref9"},{"article-title":"Visualizing Data","year":"1993","author":"cleveland","key":"ref1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2323"},{"key":"ref22","first-page":"119","article-title":"Think globally, fit locally: unsupervised learning of low dimensional manifolds","volume":"4","author":"saul","year":"2003","journal-title":"Journal of MachineLearning Research"},{"key":"ref21","article-title":"Beyond locally linear embedding algorithm","author":"kouropteva","year":"2002","journal-title":"Machine Vision Group University of Oulu Tech Rep MVG-01-2002"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2004.01.007"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1162\/089976603321780317"},{"key":"ref26","first-page":"705","article-title":"Global versus local methods in nonlinear dimensionality reduction","author":"de silva","year":"2002","journal-title":"NIPS"},{"key":"ref25","first-page":"359","article-title":"Selection of the optimal parameter value for locally linear embedding algorithm","author":"kouropteva","year":"2002","journal-title":"Proceedings of the 1st International Conference on Fuzzy Systems and Knowledge Discovery"}],"event":{"name":"2007 International Joint Conference on Neural Networks","start":{"date-parts":[[2007,8,12]]},"location":"Orlando, FL, USA","end":{"date-parts":[[2007,8,17]]}},"container-title":["2007 International Joint Conference on Neural Networks"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/4370890\/4370891\/04370972.pdf?arnumber=4370972","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,18]],"date-time":"2017-06-18T00:20:50Z","timestamp":1497745250000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/4370972\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,8]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2007.4370972","relation":{},"ISSN":["1098-7576"],"issn-type":[{"type":"print","value":"1098-7576"}],"subject":[],"published":{"date-parts":[[2007,8]]}}}