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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

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

Qiang Lin, Qianqian Peng, [ ... ], Jiu-Cun Wang

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

Nicoletta Nicolaou, Saverios Hourris, Pandelitsa Alexandrou, Julius Georgiou

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

Eva-Maria Hüttmann, Timm Greulich, [ ... ], Andreas Rembert Koczulla

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

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

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

Robin Wolz, Valtteri Julkunen, [ ... ], the Alzheimer's Disease Neuroimaging Initiative

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

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

Carole Camarasa, Isabelle Sanchez, [ ... ], Sylvie Dequin

An Enhanced Probabilistic LDA for Multi-Class Brain Computer Interface

Peng Xu, Ping Yang, Xu Lei, Dezhong Yao

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

Federica Censi, Giovanni Calcagnini, Pietro Bartolini, Alessandro Giuliani

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

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

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

Sunando Roy, Jennie Lavine, [ ... ], Mary Poss

Recognition of Handwriting from Electromyography

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

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