{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T08:11:32Z","timestamp":1730275892125,"version":"3.28.0"},"reference-count":40,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,11]]},"DOI":"10.1109\/ispacs.2018.8923407","type":"proceedings-article","created":{"date-parts":[[2019,12,6]],"date-time":"2019-12-06T01:46:00Z","timestamp":1575596760000},"page":"215-219","source":"Crossref","is-referenced-by-count":1,"title":["Mutual-Information-Graph Regularized Sparse Transform for Unsupervised Feature Learning"],"prefix":"10.1109","author":[{"given":"Songlin","family":"Du","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Takeshi","family":"Ikenaga","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"journal-title":"Neural Networks A Comprehensive Foundation","year":"1999","author":"haykin","key":"ref39"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1002\/0471200611"},{"key":"ref33","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":"ref32","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":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2006.871582"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.05.005"},{"journal-title":"Spectral Graph Theory","year":"1997","author":"chung","key":"ref37"},{"key":"ref36","first-page":"153","article-title":"Locality preserving projections","author":"he","year":"0","journal-title":"Proc Advances in Neural Information Processing Systems (NIPS)"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1162\/089976603321780317"},{"key":"ref34","first-page":"585","article-title":"Laplacian eigenmaps and spectral techniques for embedding and clustering","author":"belkin","year":"0","journal-title":"Proc Advances in Neural Information Processing Systems (NIPS)"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/0098-3004(93)90090-R"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1023\/B:STCO.0000035301.49549.88"},{"key":"ref11","first-page":"801","article-title":"Efficient sparse coding algorithms","author":"lee","year":"0","journal-title":"Proc Advances in Neural Information Processing Systems (NIPS)"},{"key":"ref12","first-page":"1125","article-title":"Sparse filtering","author":"ngiam","year":"0","journal-title":"Proc Advances in Neural Information Processing Systems (NIPS)"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"1548","DOI":"10.1109\/TPAMI.2010.231","article-title":"Graph regularized nonnegative matrix factorization for data representation","volume":"33","author":"cai","year":"2011","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1016\/j.jvcir.2017.11.023","article-title":"On data-driven Saak transform","volume":"50","author":"kuo","year":"2018","journal-title":"Journal of Visual Communication and Image Representation"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1126\/science.1127647","article-title":"Reducing the dimensionality of data with neural networks","volume":"313","author":"hinton","year":"2006","journal-title":"Science"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"journal-title":"Deep Learning","year":"2016","author":"goodfellow","key":"ref17"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383157"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390294"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.244"},{"key":"ref27","first-page":"2352","article-title":"Variational autoencoder for deep learning of images, labels and captions","author":"pu","year":"0","journal-title":"Proc Advances in Neural Information Processing Systems (NIPS)"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2017.2756349"},{"key":"ref6","first-page":"404","article-title":"SURF: speeded up robust features","author":"bay","year":"0","journal-title":"Proc European Conference on Computer Vision (ECCV)"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2017.11.010"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000029664.99615.94"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126544"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15561-1_56"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1587\/transfun.E100.A.2275"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.79"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2709749"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2016.11.003"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"journal-title":"Probability Random Processes and Estimation Theory for Engineers","year":"1986","author":"stark","key":"ref24"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2671158"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.07.050"},{"journal-title":"Sparse Autoencoder","year":"2011","author":"ng","key":"ref25"}],"event":{"name":"2018 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","start":{"date-parts":[[2018,11,27]]},"location":"Ishigaki, Okinawa, Japan","end":{"date-parts":[[2018,11,30]]}},"container-title":["2018 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8910142\/8923116\/08923407.pdf?arnumber=8923407","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,1,30]],"date-time":"2020-01-30T23:33:11Z","timestamp":1580427191000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8923407\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/ispacs.2018.8923407","relation":{},"subject":[],"published":{"date-parts":[[2018,11]]}}}