Probabilistic classification models for the in situ authentication of iberian pig carcasses using near infrared spectroscopy.
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DOI: 10.1016/j.talanta.2020.121511
Abstract: Iberian pig ham is one of several high value European food products that are the subject of significant attempts at fraud because of the high price differences between commercial categories. Iberian pig products are classified… read more here.
Keywords: iberian pig; animals fed; probabilistic classification; spectroscopy ... See more keywords
Beyond K-complex binary scoring during sleep: Probabilistic classification using deep learning.
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DOI: 10.1093/sleep/zsaa077
Abstract: BACKGROUND K-complexes (KCs) are a recognized EEG marker of sensory-processing and a defining feature of sleep stage 2. KC frequency and morphology may also be reflective of sleep quality, aging and a range of sleep… read more here.
Keywords: classification; sleep stage; complex binary; binary scoring ... See more keywords
Multiclass Probabilistic Classification Vector Machine
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DOI: 10.1109/tnnls.2019.2947309
Abstract: The probabilistic classification vector machine (PCVM) synthesizes the advantages of both the support vector machine and the relevant vector machine, delivering a sparse Bayesian solution to classification problems. However, the PCVM is currently only applicable… read more here.
Keywords: classification vector; vector machine; probabilistic classification; vector ... See more keywords