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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…
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Keywords:
classi cation;
model classication;
pairwise;
single pairwise ... See more keywords
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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…
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Keywords:
classi cation;
algorithm;
imperialist competitive;
competitive algorithm ... See more keywords
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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…
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Keywords:
classi cation;
mel frequency;
cation;
linear mel ... See more keywords
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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…
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Keywords:
classi cation;
carotid recess;
study;
optico carotid ... See more keywords