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Here we proposed a novel approach to predict the subcellular localization of bacterial proteins by fusing features from position-specific score matrix (PSSM), Gene Ontology (GO) and PROFEAT.
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Since evidence theory has shown high efficiency in handling uncertain information, an evidence fusion-based framework for condition evaluation has been presented in this paper to improve the certainty and precision of evaluation decisions by fusing features extracted from different sources of evidence.
The authors in [ [16]] performed continuous-scale emotion tracking in movies, fusing features from audio, music, and video modalities.
Comparisons were made between the results using only the cough airflow features, the cough sound features, or the fused features from both signals [ 18].
Based on these works, a CBIR system is designed using color and texture fused features by constructing weights of feature vectors.
Data-driven virtual sensing techniques are favorable by fusing the extracted features from noisy online measurements to infer the difficult-to-measure parameters based on artificial intelligence models (Gelman et al. 2013).
When the fused features were used, the overall classification accuracy reached 94%and97%7% for coughs from female and male subjects respectively.
Finally, we design an effective mechanism for credit feature maps selection depending on aggregation degree, and the final saliency map is reconstructed by fusing credit feature maps.
Excitement measures are computed by fusing the feature parameters using equal weights.
(a) Signal collected from a single sensor, (b) Fused feature sequence by concatenating three feature vectors into a higher dimensional vector.
Finally, linkability is also essential as big data are obtained by fusing inputs from different sources.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com