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Linear discriminant analysis

A Bayesian Model for Exploiting Application Constraints to Enable Unsupervised Training of a P300-based BCI

Pieter-Jan Kindermans, David Verstraeten, Benjamin Schrauwen

published 04 Apr 2012

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A Classification Method Based on Principal Components of SELDI Spectra to Diagnose of Lung Adenocarcinoma

Qiang Lin, Qianqian Peng, Feng Yao, Xu-Feng Pan, Li-Wen Xiong, Yi Wang, Jun-Feng Geng, Jiu-Xian Feng, Bao-Hui Han, Guo-Liang Bao, Yu Yang, Xiaotian Wang, Li Jin, Wensheng Guo, Jiu-Cun Wang

published 26 Mar 2012

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EEG-Based Automatic Classification of ‘Awake’ versus ‘Anesthetized’ State in General Anesthesia Using Granger Causality

Nicoletta Nicolaou, Saverios Hourris, Pandelitsa Alexandrou, Julius Georgiou

published 22 Mar 2012

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Comparison of Two Devices and Two Breathing Patterns for Exhaled Breath Condensate Sampling

Eva-Maria Hüttmann, Timm Greulich, Akira Hattesohl, Severin Schmid, Sarah Noeske, Christian Herr, Gerrit John, Rudolf A. Jörres, Bernd Müller, Claus Vogelmeier, Andreas Rembert Koczulla

published 07 Nov 2011

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Neural Cell 3D Microtissue Formation Is Marked by Cytokines' Up-Regulation

Yinzhi Lai, Amish Asthana, Ke Cheng, William S. Kisaalita

published 28 Oct 2011

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Multi-Method Analysis of MRI Images in Early Diagnostics of Alzheimer's Disease

Robin Wolz, Valtteri Julkunen, Juha Koikkalainen, Eini Niskanen, Dong Ping Zhang, Daniel Rueckert, Hilkka Soininen, Jyrki Lötjönen, the Alzheimer's Disease Neuroimaging Initiative

published 13 Oct 2011

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A Comparison of Methods for Classifying Clinical Samples Based on Proteomics Data: A Case Study for Statistical and Machine Learning Approaches

Dayle L. Sampson, Tony J. Parker, Zee Upton, Cameron P. Hurst

published 28 Sep 2011

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Phenotypic Landscape of Saccharomyces cerevisiae during Wine Fermentation: Evidence for Origin-Dependent Metabolic Traits

Carole Camarasa, Isabelle Sanchez, Pascale Brial, Frédéric Bigey, Sylvie Dequin

published 16 Sep 2011

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An Enhanced Probabilistic LDA for Multi-Class Brain Computer Interface

Peng Xu, Ping Yang, Xu Lei, Dezhong Yao

published 31 Jan 2011

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A Systems Biology Strategy on Differential Gene Expression Data Discloses Some Biological Features of Atrial Fibrillation

Federica Censi, Giovanni Calcagnini, Pietro Bartolini, Alessandro Giuliani

published 29 Oct 2010

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Accurate and Reliable Cancer Classification Based on Probabilistic Inference of Pathway Activity

Junjie Su, Byung-Jun Yoon, Edward R. Dougherty

published 07 Dec 2009

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Multivariate Statistical Analyses Demonstrate Unique Host Immune Responses to Single and Dual Lentiviral Infection

Sunando Roy, Jennie Lavine, Francesca Chiaromonte, Julie Terwee, Sue VandeWoude, Ottar Bjornstad, Mary Poss

published 06 Oct 2009

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Recognition of Handwriting from Electromyography

Michael Linderman, Mikhail A. Lebedev, Joseph S. Erlichman

published 26 Aug 2009

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