Titlebook: Visual Knowledge Discovery and Machine Learning; Boris Kovalerchuk Book 2018 Springer International Publishing AG 2018 Intelligent Systems

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Boris Kovalerchukents) of the system by Gaussian elimination, .. This is so because the factorization process can be optimized quite well, while it is difficult to improve very much the performance of the back solver. The factorization time is by far the most expensive part when the . is used, while very often the s

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Boris Kovalerchuktations of the semantics in linguistic data using conventions about language structure, information from lexical resources (§5.5), and context from world knowledge in general. Even in the case of images with keywords, pre-processing can be used to remove less useful words, flag proper nouns, identif

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Boris Kovalerchukations include pseudopotentials, statistical exchange approxi- mations, muffin-tin model potentials, and multiple scattering and cellular methods. In addition, many new approaches are being de- vised to deal with progressively more complex molecular and local- ized electronic state problems.978-1-4684-2015-9978-1-4684-2013-5

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Book 2018ication, market forecasts for a currency exchange rate, computer-aided medical diagnostics, and others. As such, the book offers a unique resource for students, researchers, and practitioners in the emerging field of Data Science..

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General Line Coordinates (GLC), of GLCs include n-Gon, Circular, In-Line, Dynamic, and Bush Coordinates, which directly generalize Parallel and Radial Coordinates. Another class of GLCs described in this chapter is a class of reversible Paired Coordinates that includes Paired Orthogonal, Non-orthogonal, Collocated, Partially Coll

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Adjustable GLCs for Decreasing Occlusion and Pattern Simplification,asing the occlusion, and pattern simplification in different General Line Coordinates by adjusting GLCs to the given data via shifting, relocating, and scaling coordinates. ??In contrast, in Parallel and Radial Coordinates such adjustments of parameters to are more limited. These adjustment transfor

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