Classification Strategies for a Single-Trial Binary Brain Computer Interface based on Remembering Unpleasant Odors

Placidi, Giuseppe ;   Petracca, Andrea ;   Spezialetti, Matteo ;   Iacoviello, Daniela

Tags Pattern recognition methods for data mining in biosignalsTime-frequency analysis of biosignalsPrincipal component analysis

A Brain Computer Interface (BCI) is a useful instrument to support human communication. In recent years, BCI systems have been frequently...

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Detection of G-Induced Loss of Consciousness (G-LOC) Prognosis through EMG Monitoring on Gastrocnemius Muscle in Flight

Choi, Booyong ;   Lee, Yongkyun ;   Cho, Taehwan ;   Koo, Hyojin ;   Kim, Dongsoo

Tags Pattern recognition methods for data mining in biosignalsSignal processing in physiological systemsNonlinear dynamics in biomedical signals

G-Induced Loss of Consciousness (G-LOC) is mainly caused by the sudden acceleration in the direction of +Gz axis from the fighter pilots, and...

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Effective Compression and Reconstruction of Human Skin Hyperspectral Reflectance Databases

Chen, Tenn Francis ;   Baranoski, Gladimir

Tags Principal component analysis

In this paper, we investigate techniques for reducing the dimensionality of skin hyperspectral reflectance databases and maintaining a high...

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Efficient Estimation of Tissue Thicknesses using Sparse Approximation for Gaussian Processes

Wissel, Tobias ;   Stueber, Patrick ;   Wagner, Benjamin ;   Schweikard, Achim ;   Ernst, Floris

Tags Pattern recognition methods for data mining in biosignalsMultivariate signal processingSignal processing in physiological systems

Highly accurate localization of the human skull is vital in cranial radiotherapy. Marker-less optical head tracking provides a fast and accurate...

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On Sweat Analysis for Quantitative Estimation of Dehydration during Physical Exercise

Ring, Matthias ;   Lohmüller, Clemens ;   Manfred, Rauh ;   Eskofier, Bjoern M

Tags Pattern recognition methods for data mining in biosignalsSignal processing in physiological systemsMultivariate signal processing

Quantitative estimation of water loss during physical exercise is of importance because dehydration can impair both muscular strength and...

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Phenotypic Characterisation of Crohn's Disease Severity

Clifton, David ;   Niehaus, Katherine ;   Uhlig, Holm

Tags Data mining in biosignalsMultivariate signal processingSignal processing in physiological systems

Crohn’s disease (CD) is a highly heterogeneous disease, with great variation in patient severity. Using supervised machine learning techniques...

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