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   Articles with "classi cation" as a keyword



When is an MRI‐based classification first ready for use in clinical settings?

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recommendations! Published in 2024 at "Psychiatry and Clinical Neurosciences"

DOI: 10.1111/pcn.13750

Abstract: Machine learning (ML) algorithms have demonstrated signi fi - cant potential in clinical psychiatry, particularly for differential diagnosis and prediction of prognosis and treatment response. ML techniques exhibit a high accuracy of up to 80%… read more here.

Keywords: methodology; accuracy; mri based; based classification ... See more keywords

A single pairwise model for classication using online learning with kernels

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recommendations! Published in 2017 at "Hacettepe Journal of Mathematics and Statistics"

DOI: 10.15672/hjms.2017.416

Abstract: Any binary or multi-class classication problem can be transformed into a pairwise prediction problem. This expands the data and brings an advantage of learning from a richer set of examples, in the expense of increasing… read more here.

Keywords: classi cation; model classication; pairwise; single pairwise ... See more keywords

A prototype-based classification using extended imperialist competitive algorithm

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recommendations! Published in 2017 at "Scientia Iranica"

DOI: 10.24200/sci.2017.4295

Abstract: Classi cation is an important machine learning technique used to predict group membership for data instances. In this paper, we propose an ecient prototypebased classi cation approach in the data classi cation literature by a… read more here.

Keywords: classi cation; algorithm; imperialist competitive; competitive algorithm ... See more keywords

Fusion of Linear and Mel Frequency Cepstral Coefficients for Automatic Classification of Reptiles

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recommendations! Published in 2017 at "Applied Sciences"

DOI: 10.3390/app7020178

Abstract: Bioacoustic research of reptile calls and vocalizations has been limited due to the general consideration that they are voiceless. However, several species of geckos, turtles, and crocodiles are abletoproducesimpleandevencomplexvocalizationswhicharespecies-specific.Thisworkpresents a novel approach for the automatic… read more here.

Keywords: classi cation; mel frequency; cation; linear mel ... See more keywords

Optico-carotid recess and anterior clinoid process pneumatization â€" proposal for a novel classiï¬cation and uniï¬ed terminology: an anatomic and radiologic study.

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recommendations! Published in 2019 at "Rhinology"

DOI: 10.4193/rhin19.194

Abstract: BACKGROUND The aims of this study were to propose a novel and uniï¬ed classiï¬cation system of the optico-carotid recess (OCR) and anterior clinoid process (ACP) pneumatization, determine their frequency in a Caucasian population and measure… read more here.

Keywords: classi cation; carotid recess; study; optico carotid ... See more keywords