{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T05:22:15Z","timestamp":1730265735313,"version":"3.28.0"},"reference-count":21,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,5]]},"DOI":"10.1109\/ijcnn.2017.7965829","type":"proceedings-article","created":{"date-parts":[[2017,7,10]],"date-time":"2017-07-10T17:41:30Z","timestamp":1499708490000},"page":"9-16","source":"Crossref","is-referenced-by-count":5,"title":["Exploiting sparsity to improve the accuracy of Nystr\u00f6m-based large-scale spectral clustering"],"prefix":"10.1109","author":[{"given":"Mahesh","family":"Mohan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Claire","family":"Monteleoni","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","article-title":"Spectral clustering for a large data set by reducing the similarity matrix size","author":"shinnou","year":"2008","journal-title":"LREC"},{"key":"ref11","article-title":"Sampling with minimum sum of squared similarities for nystrom-based large scale spectral clustering","author":"bouneffouf","year":"2015","journal-title":"Proceedings of the 23rd International Joint Conference on Artificial Intelligence"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2011.35"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-07467-2_28"},{"key":"ref14","first-page":"981","article-title":"Sampling methods for the nyström method","volume":"13","author":"kumar","year":"2012","journal-title":"The Journal of Machine Learning Research"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/1039488.1039494"},{"key":"ref16","first-page":"476","article-title":"Nyström method vs random fourier features: A theoretical and empirical comparison","author":"yang","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.13001\/1081-3810.1185"},{"journal-title":"A unified view of kernel k-means spectral clustering and graph cuts","year":"2004","author":"dhillon","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1217299.1217301"},{"key":"ref4","volume":"3","author":"golub","year":"2012","journal-title":"Matrix Computations"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-007-9033-z"},{"key":"ref6","first-page":"682","article-title":"Using the nyström method to speed up kernel machines","author":"williams","year":"2001","journal-title":"Proceedings of the 14th Annual Conference on Neural Information Processing Systems"},{"key":"ref5","first-page":"911","article-title":"Sparse greedy matrix approximation for machine learning","author":"smola","year":"2000","journal-title":"Int'l Conference on Machine Learning"},{"journal-title":"Revisiting the nystrom method for improved large-scale machine learning","year":"2013","author":"gittens","key":"ref8"},{"journal-title":"Matrix coherence and the nystrom method","year":"2010","author":"talwalkar","key":"ref7"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995425"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40935-6_26"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390311"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2003.1238361"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.120"}],"event":{"name":"2017 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2017,5,14]]},"location":"Anchorage, AK, USA","end":{"date-parts":[[2017,5,19]]}},"container-title":["2017 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"https:\/\/2.zoppoz.workers.dev:443\/http\/xplorestaging.ieee.org\/ielx7\/7958416\/7965814\/07965829.pdf?arnumber=7965829","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,7,21]],"date-time":"2017-07-21T01:28:08Z","timestamp":1500600488000},"score":1,"resource":{"primary":{"URL":"https:\/\/2.zoppoz.workers.dev:443\/http\/ieeexplore.ieee.org\/document\/7965829\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5]]},"references-count":21,"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1109\/ijcnn.2017.7965829","relation":{},"subject":[],"published":{"date-parts":[[2017,5]]}}}