{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T14:55:17Z","timestamp":1761663317365,"version":"3.28.0"},"reference-count":38,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014,7]]},"DOI":"10.1109\/ijcnn.2014.6889641","type":"proceedings-article","created":{"date-parts":[[2014,9,10]],"date-time":"2014-09-10T10:30:33Z","timestamp":1410345033000},"page":"550-557","source":"Crossref","is-referenced-by-count":10,"title":["Spectral clustering-based local and global structure preservation for feature selection"],"prefix":"10.1109","author":[{"given":"Sihang","family":"Zhou","sequence":"first","affiliation":[]},{"given":"Xinwang","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Chengzhang","family":"Zhu","sequence":"additional","affiliation":[]},{"given":"Qiang","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Jianping","family":"Yin","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"19","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","article-title":"Nonlinear dimensionality reduction by locally linear embedding","volume":"290","author":"roweis","year":"2000","journal-title":"Science"},{"key":"35","first-page":"421","article-title":"Semi-supervised multi-label learning by constrained non-negative matrix factorization","volume":"21","author":"liu","year":"1999","journal-title":"Proceedings of the National Conference on Artificial Intelligence"},{"key":"17","first-page":"585","article-title":"Laplacian eigenmaps and spectral techniques for embedding and clustering.","volume":"14","author":"belkin","year":"2001","journal-title":"NIPS"},{"year":"0","key":"36"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-39065-4_71"},{"key":"33","first-page":"1208","article-title":"Neighborhood preserving embedding","volume":"2","author":"he","year":"2005","journal-title":"Computer Vision 2005 ICCV 2005 Tenth IEEE International Conference on"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012487302797"},{"key":"34","doi-asserted-by":"crossref","first-page":"788","DOI":"10.1038\/44565","article-title":"Learning the parts of objects by nonnegative matrix factorization","volume":"401","author":"lee","year":"1999","journal-title":"Nature"},{"key":"16","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":"13","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/17.12.1131"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-5-81"},{"year":"0","key":"37"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1109\/72.298224"},{"journal-title":"The Japanese Female Facial Expression (Jaffe) Database","year":"1997","author":"lyons","key":"38"},{"key":"12","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1007\/3-540-57868-4_57","article-title":"Estimating attributes: Analysis and extensions of relief","author":"kononenko","year":"1994","journal-title":"Machine Learning ECML-94"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2006.11.007"},{"key":"20","first-page":"153","article-title":"Locality preserving projections","volume":"16","author":"niyogi","year":"2004","journal-title":"Neural Information Processing Systems"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835848"},{"key":"23","first-page":"1649","article-title":"Discriminative k-means for clustering","author":"ye","year":"2007","journal-title":"Advances in neural information processing systems"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-007-9033-z"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1109\/34.868688"},{"key":"26","first-page":"849","article-title":"On spectral clustering: Analysis and an algorithm","volume":"2","author":"ng","year":"2002","journal-title":"Advances in neural information processing systems"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2003.1238361"},{"key":"28","first-page":"1181","article-title":"Spectral embedded clustering.","author":"nie","year":"2009","journal-title":"IJCAI"},{"key":"29","first-page":"1529","article-title":"A local learning approach for clustering","author":"wu","year":"2006","journal-title":"Advances in neural information processing systems"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1117\/12.911018"},{"key":"2","first-page":"161","article-title":"A novel feature selection method to improve classification of gene expression data","volume":"29","author":"goh","year":"2004","journal-title":"Proceedings of the second conference on Asia-Pacific bioinformatics"},{"key":"10","first-page":"123","article-title":"Chimerge: Discretization of numeric attributes","author":"kerber","year":"1992","journal-title":"Proceedings of the Tenth National Conference on Artificial Intelligence"},{"key":"1","doi-asserted-by":"publisher","DOI":"10.1109\/34.574797"},{"key":"30","article-title":"Unsupervised feature selection using nonnegative spectral analysis.","author":"li","year":"2012","journal-title":"AAAI"},{"key":"7","first-page":"507","article-title":"Laplacian score for feature selection","author":"he","year":"2005","journal-title":"Advances in neural information processing systems"},{"journal-title":"Pattern Classification","year":"2012","author":"duda","key":"6"},{"key":"32","first-page":"1683","article-title":"An introduction to nonlinear dimensionality reduction by maximum variance unfolding","volume":"6","author":"weinberger","year":"2006","journal-title":"AAAI"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1016\/S0020-0255(03)00162-2"},{"key":"31","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v25i1.7922","article-title":"Nonnegative spectral clustering with discriminative regularization.","author":"yang","year":"2011","journal-title":"AAAI"},{"key":"4","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1007\/11691730_11","article-title":"Machine learning techniques and chi-square feature selection for cancer classification using SAGE gene expression profiles","author":"jin","year":"2006","journal-title":"Data Mining for Biomedical Applications"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2232773"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273641"}],"event":{"name":"2014 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2014,7,6]]},"location":"Beijing, China","end":{"date-parts":[[2014,7,11]]}},"container-title":["2014 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6880678\/6889358\/06889641.pdf?arnumber=6889641","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,16]],"date-time":"2023-07-16T09:35:16Z","timestamp":1689500116000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/6889641"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,7]]},"references-count":38,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2014.6889641","relation":{},"subject":[],"published":{"date-parts":[[2014,7]]}}}