Probabilistic neural network (PNN) has a sizable structure since it requires all training records in the activation of its hidden layer. Therefore, in order to manage large data classification problems, it is recommen...
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In 2010, Bezuglyi, Kwiatkowski, Medynets and Solomyak [Ergodic Theory Dynam. Systems 30 (2010), no.4, 973-1007] found a complete description of the set of probability ergodic tail invariant measures on the path space ...
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Bratteli diagrams with countably infinite levels exhibit a new phenomenon: they can be horizontally stationary. The incidence matrices of these horizontally stationary Bratteli diagrams are infinite banded Toeplitz ma...
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It is shown that by an appropriate canonical transformation Kepler dynamics can be put in the form which allows to exhibit the structure of the symmetry transformations related to the superintegrability. They appear t...
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Sparse modelling or model selection with categorical data is challenging even for a moderate number of variables, because one parameter is roughly needed to encode one category or level. The Group Lasso is a well know...
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The broken inversion symmetry at the ferromagnet (FM)/heavy-metal (HM) interface leads to spin-dependent degeneracy of the energy band, forming spin-polarized surface states. As a result, the interface serves as an ef...
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Alloys with the nominal compositions of Al-13.5 at.% Cr and Al-13.5 at.% V, corresponding to the Al45Cr7 and Al45V7 intermetallic compounds were produced by the melt spinning technique. The obtained ribbons in the for...
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Topological defects, or singularities, play a key role in the statics and dynamics of complex systems. In magnetism, Bloch point singularities represent point defects that mediate the nucleation of textures such as sk...
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Recent ATLAS measurements of quarkonia and open charm production are presented for proton–lead and lead–lead collisions. The studies of charmonia production in ultrarelativistic nucleus–nucleus collisions offer a h...
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This paper contributes in the first part to the correct understanding of the linear limit in the Schamel equation (S-equation) from the perspective of structure formation in collisionless plasmas. The corresponding mo...
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