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Meanwhile, we construct the weak classifier for each local patch by logistic regression to fit our classifying framework, due to it being a probabilistic linear classifier.
Then, we describe the normalization of samples in Section 2 and the classifying framework in Section 2, respectively.
Unfortunately, current approaches of FER usually ignore these problems and do not present a robust feature set and a corresponding robust classifying framework that allows the expression to be discriminated cleanly under these situations.
These roles and competences are classified in frameworks such as the CanMEDS (Canadian Medical Education Directives for Specialists) Roles Framework [ 1], the six core competences identified and described by the Accreditation Council for Graduate Medical Education (ACGME competencies) [ 2] and Tomorrow Doctor's at the UK [ 3].
We also compared methods that focus on enhancing the robustness of classification approaches for their classifying frameworks, such as ITBN [35], 3D LUT [6], and LSH-CORF [36].
The framework generated was then used to check if uncharacterized Streptococcus spp. can be classified among the framework species.
The literature findings have been analysed and classified in a framework which highlights the baseline technology, the objective of the technology and the industry of application.
Existing circuit techniques are classified within this framework and experiments are presented showing how aspects of performance might vary across this range in a hypothetical technology.
Then, a sample of learning resources that came with 100 commonly used textbooks in the disciplines of logistics/supply chain management and information systems were classified using the framework.
Most of the proposed solutions can be classified in the framework of Bayesian filtering, a statistical approach that has also evolved importantly during the last few years due to its good behavior in dynamical nonlinear systems [6, 7] and the availability of powerful computational resources that enable their practical application.
Relevant findings were classified using a framework developed to guide the analysis of retrieved cost data (Table 2).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com