{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,23]],"date-time":"2024-10-23T05:27:30Z","timestamp":1729661250990,"version":"3.28.0"},"reference-count":15,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,9]]},"DOI":"10.1109\/spa.2016.7763584","type":"proceedings-article","created":{"date-parts":[[2016,12,5]],"date-time":"2016-12-05T16:55:23Z","timestamp":1480956923000},"page":"40-44","source":"Crossref","is-referenced-by-count":1,"title":["Automatic tuning of hyperparameters for NMF-based face recognition system"],"prefix":"10.1109","author":[{"given":"Szymon","family":"Drgas","sequence":"first","affiliation":[]},{"given":"Rafal","family":"Zdunek","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","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":"ref11","first-page":"585","article-title":"Laplacian eigenmaps and spectral techniques for embedding and clustering","volume":"14","author":"belkin","year":"2001","journal-title":"NIPS"},{"key":"ref12","first-page":"153","article-title":"Locality preserving projections","volume":"16","author":"niyogi","year":"2004","journal-title":"Neural Information Processing Systems"},{"journal-title":"Nonnegative Matrix and Tensor Factorizations Applications to Exploratory Multi-Way Data Analysis and Blind Source Separation","year":"2009","author":"cichocki","key":"ref13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-09903-3_2"},{"journal-title":"Proc 2nd IEEE Workshop Applications of Computer Vision","year":"1994","author":"samaria","key":"ref15"},{"key":"ref4","first-page":"407","article-title":"Sesitivity estimates for nonlinear models","volume":"1","author":"sobol","year":"1993","journal-title":"Mathematical Modeling and Computational Experiment"},{"journal-title":"Gaussian Processes for Machine Learning","year":"2006","author":"rassmussen","key":"ref3"},{"key":"ref6","first-page":"1457","article-title":"Non-negative matrix factorization with sparseness constraints","volume":"5","author":"hoyer","year":"2004","journal-title":"Journal of Machine Learning Research"},{"key":"ref5","first-page":"754","article-title":"An efficient approach for assessing hyperparameter importance","author":"hutter","year":"0"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2006.873291"},{"key":"ref7","first-page":"27","article-title":"Fisher non-negative matrix factorization for learning local features","author":"jia","year":"2004","journal-title":"Proc Asian Conf on Comp Vision Citeseer"},{"key":"ref2","article-title":"Sequential model-based optimization for general algorithm configuration (extended version)","author":"hutter","year":"2010","journal-title":"Technical Report TR-2010–10 University of British Columbia Computer Science Tech Rep"},{"key":"ref1","first-page":"2951","article-title":"Practical bayesian optimization of machine learning algorithms","author":"snoek","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.57"}],"event":{"name":"2016 Signal Processing: Algorithms, Architectures, Arrangements and Applications (SPA)","start":{"date-parts":[[2016,9,21]]},"location":"Poznan","end":{"date-parts":[[2016,9,23]]}},"container-title":["2016 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7747740\/7763033\/07763584.pdf?arnumber=7763584","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,25]],"date-time":"2017-06-25T01:17:39Z","timestamp":1498353459000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7763584\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,9]]},"references-count":15,"URL":"https:\/\/doi.org\/10.1109\/spa.2016.7763584","relation":{},"subject":[],"published":{"date-parts":[[2016,9]]}}}