{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,23]],"date-time":"2024-10-23T06:38:30Z","timestamp":1729665510491,"version":"3.28.0"},"reference-count":25,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014,5]]},"DOI":"10.1109\/icassp.2014.6854908","type":"proceedings-article","created":{"date-parts":[[2014,7,29]],"date-time":"2014-07-29T19:23:23Z","timestamp":1406661803000},"page":"6756-6760","source":"Crossref","is-referenced-by-count":0,"title":["Feature reduction based on Sum-Of-SNR (SOSNR) optimization"],"prefix":"10.1109","author":[{"given":"Yinan","family":"Yu","sequence":"first","affiliation":[]},{"given":"Tomas","family":"McKelvey","sequence":"additional","affiliation":[]},{"given":"S. Y.","family":"Kung","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"journal-title":"Feature Selection l1 Vs l2 Regularization and Rotational Invariance","year":"2004","author":"ng","key":"19"},{"key":"17","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","article-title":"Regression shrinkage and selection via the lasso","volume":"58","author":"tibshirani","year":"1996","journal-title":"J Royal Statistical Soc Series A"},{"key":"18","first-page":"1183","article-title":"Computational and theoretical analysis of null space and orthogonal linear discriminant analysis","volume":"7","author":"ye","year":"2006","journal-title":"Journal of Machine Learning Research"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139176224"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-1809.1936.tb02137.x"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1109\/NNSP.1999.788121"},{"key":"14","article-title":"Online learning in reproducing kernel spaces","author":"slavakis","year":"2013","journal-title":"E-reference for Signal Processing Elsevier"},{"key":"11","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1080\/00401706.1970.10488634","article-title":"Ridge regression: Biased estimation for nonorthogonal problems","volume":"12","author":"hoerl","year":"1970","journal-title":"Technometrics"},{"journal-title":"Principal component Neural Networks Theory and Applications","year":"1996","author":"diamantaras","key":"12"},{"journal-title":"Statistical Learning Theory","year":"1998","author":"vapnik","key":"21"},{"key":"20","article-title":"From Lasso regression to Feature vector machine","author":"li","year":"2003","journal-title":"NIPS"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2011.00783.x"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2013.20"},{"year":"0","key":"24"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.5194\/gmdd-6-585-2013"},{"journal-title":"The Elements of Statistical Learning Data Mining Inference and Prediction","year":"2009","author":"hastie","key":"3"},{"key":"2","first-page":"73","article-title":"Dimensionality reduction for supervised learning with reproducing kernel hilbert spaces","volume":"5","author":"fukumizu","year":"2004","journal-title":"The Journal of Machine Learning Research"},{"key":"1","doi-asserted-by":"publisher","DOI":"10.1080\/10556780307416"},{"key":"10","article-title":"Generalized fisher score for feature selection","author":"gu","year":"2011","journal-title":"The 27th Conference on Uncertainty in Artificial Intelligence (UAI)"},{"journal-title":"Principal Component Analysis Series Springer Series in Statistics","year":"2002","author":"jolliffe","key":"7"},{"journal-title":"Pattern Classification","year":"2011","author":"duda","key":"6"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638317"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1162\/153244303322753616"},{"journal-title":"Convex optimization","year":"2004","author":"stephen","key":"9"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511616907"}],"event":{"name":"ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2014,5,4]]},"location":"Florence, Italy","end":{"date-parts":[[2014,5,9]]}},"container-title":["2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6844297\/6853544\/06854908.pdf?arnumber=6854908","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,31]],"date-time":"2024-05-31T15:50:58Z","timestamp":1717170658000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6854908\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,5]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/icassp.2014.6854908","relation":{},"subject":[],"published":{"date-parts":[[2014,5]]}}}