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Titlebook: Mathematical Foundations of Big Data Analytics; Vladimir Shikhman,David Müller Textbook 2021 Springer-Verlag GmbH Germany, part of Springe

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Decision Trees,d to nevertheless construct decision trees whose quality is sufficient at least from the practical point of view. Based on various ., such as train error, entropy, and Gini index, we present the . algorithm for this purpose. The iterative dichotomizer splits at each step the data set by maximizing t
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Textbook 2021problem whose primary aim is to motivate the study of a particular Big Data Analytics technique. Next, mathematical results follow – including important definitions, auxiliary statements and conclusions arising. Case-studies help to deepen the acquired knowledge by applying it in an interdisciplinar
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Vladimir Shikhman,David Müllers and neurofibrillary tangles (NFTs). For this reason, some key concepts about the inflammation that occurs in AD may warrant discus­ sion in preparation for th978-3-0348-9529-3978-3-0348-8350-4Series ISSN 1422-7746 Series E-ISSN 2296-4525
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Vladimir Shikhman,David Müllerfunctions such as excitation and synaptic transmission. Therefore, it is natural to consider that neurons perform only passive roles in inflammation. Neurons may become bystander victims of the immune attack and, as a result, fuel the inflammatory processes by providing cell debris, which has to be
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Vladimir Shikhman,David MüllerNeuroNames an ontology of 2500 neuroanatomical concepts referenced by 15,000 terms in seven languages. NeuroNames is the mediator for BrainInfo, a portal to neuroanatomy on the Web. We hope that a description of our experience in establishing interoperability between BrainInfo and other neuroscience
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