{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T00:12:05Z","timestamp":1730247125785,"version":"3.28.0"},"reference-count":33,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,10,1]],"date-time":"2020-10-01T00:00:00Z","timestamp":1601510400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,10,1]],"date-time":"2020-10-01T00:00:00Z","timestamp":1601510400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,10,1]],"date-time":"2020-10-01T00:00:00Z","timestamp":1601510400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,10]]},"DOI":"10.1109\/icip40778.2020.9191252","type":"proceedings-article","created":{"date-parts":[[2020,9,30]],"date-time":"2020-09-30T20:45:18Z","timestamp":1601498718000},"page":"81-85","source":"Crossref","is-referenced-by-count":2,"title":["Unsupervised Learning From Limited Available Data by \u03b2-NMF and Dual Autoencoder"],"prefix":"10.1109","author":[{"given":"Mohanad","family":"Abukmeil","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stefano","family":"Ferrari","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Angelo","family":"Genovese","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vincenzo","family":"Piuri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fabio","family":"Scotti","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00075"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2017.01.005"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2012.09.120"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-010-0378-4"},{"key":"ref10","article-title":"Efficient online learning of a non-negative sparse autoencoder","author":"lemme","year":"2010","journal-title":"Proc of ESANN"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.50"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2019.8803616"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2911165"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/IWAENC.2018.8521317"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2019.02.018"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2012.51"},{"key":"ref17","article-title":"Distributionally robust and multi-objective nonnegative matrix factorization","author":"gillis","year":"2019","journal-title":"arXiv preprint arXiv 1901 10055"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2008.04-08-771"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139058452"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2019.00621"},{"key":"ref4","article-title":"Nonnegative tensor factorization for robust exploratory big–data analytics","author":"alexandrov","year":"2018","journal-title":"Tech Rep"},{"key":"ref27","article-title":"Fashion-MNIST: a novel image dataset for benchmarking machine learning algorithms","author":"xiao","year":"2017","journal-title":"arXiv preprint arXiv 1708 07747"},{"key":"ref3","first-page":"9","article-title":"Palmprint recognition using 2d wavelet, ridgelet, curvelet and contourlet","volume":"7","author":"elaydi","year":"2013","journal-title":"imanagers Journal on Electrical Engineering (JEE)"},{"journal-title":"Nonnegative Matrix and Tensor Factorizations Applications to Exploratory Multi-Way Data Analysis and Blind Source Separation","year":"2009","author":"cichocki","key":"ref6"},{"key":"ref29","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"788","DOI":"10.1038\/44565","article-title":"Learning the parts of objects by non–negative matrix factorization","volume":"401","author":"lee","year":"1999","journal-title":"Nature"},{"key":"ref8","first-page":"1","article-title":"Iotbased architectures for sensing and local data processing in ambient intelligence: Research and industrial trends","author":"cai","year":"2019","journal-title":"2019 IEEE Int Instrumentation and Measurement Technology Conference (I2MTC)"},{"key":"ref7","first-page":"1737","article-title":"Deep learning with limited numerical precision","author":"gupta","year":"2015","journal-title":"Int Conf on Machine Learning"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.3.295"},{"key":"ref1","first-page":"215","article-title":"An analysis of single-layer networks in unsupervised feature learning","author":"coates","year":"2011","journal-title":"Proc Int Conf Artificial Intelligence Statistics"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CIVEMSA48639.2020.9132972"},{"key":"ref20","first-page":"379","article-title":"Autoencoders, unsupervised learning, and deep architectures","author":"baldi","year":"2012","journal-title":"Proc ICML Workshop Unsupervised Transfer Learn"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2014.01.008"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2019.8851912"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2479223"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2211477"},{"key":"ref25","article-title":"The consciousness prior","author":"bengio","year":"2017","journal-title":"arXiv preprint arXiv 1709 08115"}],"event":{"name":"2020 IEEE International Conference on Image Processing (ICIP)","start":{"date-parts":[[2020,10,25]]},"location":"Abu Dhabi, United Arab Emirates","end":{"date-parts":[[2020,10,28]]}},"container-title":["2020 IEEE International Conference on Image Processing (ICIP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9184803\/9190635\/09191252.pdf?arnumber=9191252","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,28]],"date-time":"2022-06-28T00:17:39Z","timestamp":1656375459000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9191252\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,10]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/icip40778.2020.9191252","relation":{},"subject":[],"published":{"date-parts":[[2020,10]]}}}