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Items: 4

1.

Dynamic principal component analysis with nonoverlapping moving window and its applications to epileptic EEG classification.

Xie S, Krishnan S.

ScientificWorldJournal. 2014 Jan 16;2014:419308. doi: 10.1155/2014/419308. eCollection 2014.

2.

Wavelet-based sparse functional linear model with applications to EEGs seizure detection and epilepsy diagnosis.

Xie S, Krishnan S.

Med Biol Eng Comput. 2013 Feb;51(1-2):49-60. doi: 10.1007/s11517-012-0967-8. Epub 2012 Oct 9.

PMID:
23054383
3.

Signal feature extraction by multi-scale PCA and its application to respiratory sound classification.

Xie S, Jin F, Krishnan S, Sattar F.

Med Biol Eng Comput. 2012 Jul;50(7):759-68. doi: 10.1007/s11517-012-0903-y. Epub 2012 Apr 1.

PMID:
22467314
4.

Sparse approximation of long-term biomedical signals for classification via dynamic PCA.

Xie S, Jin F, Krishnan S.

Conf Proc IEEE Eng Med Biol Soc. 2011;2011:7167-70. doi: 10.1109/IEMBS.2011.6091811.

PMID:
22255991

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