February 2011
Prediction of eukaryotic protein subcellular multi-localisation with a combined KNN-SVM ensemble classifier
Proteins may exist in or shift among two or more different subcellular locations, and this phenomenon is closely related to biological function. It is challenging to deal with multiple locations during eukaryotic protein subcellular localisation prediction with routine methods; therefore, a reliable and automatic ensemble classifier for protein subcellular localisation is needed. We propose a new ensemble classifier...
February 2011
Model-based parameter estimation applied on electrocardiogram signal
An Electrocardiogram (ECG) feature extraction system was developed based on the calculation of the poles employing Pade’s approximation techniques. Pade’s approximation was applied on five different classes of ECG signals’ arrhythmia. Each signal was represented as a rational function of two polynomials of unknown coefficients. Poles were calculated for this rational function for each ECG...
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