Generate medical synthetic data based on generative adversarial network by Xiayu XIANG, Jiahui WANG, Zirui WANG, Shaoming DUAN, Hezhong PAN, Rongfei ZHUANG, Peiyi HAN, Chuanyi LIU

“…Modeling the probability distribution of rows in structured electronic health records and generating realistic synthetic data is a non-trivial task.Tabular data usually contains discrete columns, and traditional encoding approaches may suffer from the curse of feature dimensionality.Poincaré Ball model was utilized to model the hierarchical structure of nominal variables and Gaussian copula-based generative adversarial network was employed to provide synthetic structured electronic health records.The generated training data are experimentally tested to achieve only 2% difference in utility from the original data yet ensure privacy.…”
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Analysis of time-dependent reliability of degenerated reinforced concrete structure by Zhang Hongping, Zhang Lili, Xia Zhengbing

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Threshold resummation for double-deeply virtual Compton scattering by J. Schoenleber

“…As a byproduct, we obtain the leading term in the threshold limit of the two-loop coefficient function in double-deeply-virtual Compton scattering, which agrees with the recent result from explicit calculation, providing a highly non-trivial cross-check.…”
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Fractal statistics of brittle fragmentation by M. Davydova, S. Uvarov

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Structural behaviour of masonry arch with no-horizontal springing settlement by P. Zampieri, N. Simoncello, C. Pellegrino

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Characterization of mechanical damage in granite by Minh-Phong Luong, Mehrdad Emami

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Recurrent Urinary Tract Infections (UTIs): A Review and Proposal for Clinicians by Dino Sgarabotto, Elena Andretta, Camilla Sgarabotto

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Effective properties of a new auxetic triangular lattice: an analytical approach by L. Cabras, M. Brun

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Presentazione by De Vido, Stefania

“… Questo numero di Axon segna un nuovo cambiamento che mantenendo integri obiettivi e finalità del nostro lavoro lo rende, speriamo, più adatto ai tempi nuovi, alle necessità degli autori, spesso giovani, e ai caratteri dell’editoria digitale. La Rivista abbandona la cadenza semestrale, ma esce e uscirà nel corso di ciascun anno solare ogni volta che sia pronto per la pubblicazione un gruppo di contributi che riterremo opportuno rendere subito disponibile per la comunità scientifica. …”
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Principles of Human Resource Management According to Jeffrey Pfeffer in the Context of Digital Business Transformation by A. N. Kazinets

“…Every day, HR managers have to deal with difficulties, the solution for which is often not trivial, and sometimes requires the use of modern digital technologies. …”
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Effect of the angles of the cracks of corroded plate in bonded composite repair by Salem Mokadem, Berrahou Mohamed, Mechab Belad, Belabbes Bachir Bouadjra

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Modelling of fracture processes in laminate composite plates with embedded delamination by Mikhail A. Tashkinov

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Are the Paris’ law parameters dependent on each other? by Marco Paggi, Alberto Carpinteri

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On distal and equicontinuous compact right topological groups by Paul Milnes

“…Recently, we considered an analogous distal condition that applies to the groups of dynamical type; for these the topological centre is dense, so the translation flow is equicontinuous only in the trivial case when G is topological. In the present paper, we continue this work, exhibiting new characterizations of equicontinuity and distality of (λG,G); we also discuss examples and study some related matters.…”
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Crack growth of explosive welding zirconium-steel bimetal subjected to cyclic bending by D. Rozumek, Z. Marciniak

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Le mythe comme détour dans Twelfth Night by Cécile Mauré

“…Being only rarely mentioned in the text, the myth might seem an anecdotal and trivial detail. The study of the myth of Echo and Narcissus in Twelfth Night shows us however that it is a decisive element in the reading and the understanding of the play. …”
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Development of in-situ fatigue crack observing system for rotating bending fatigue testing machine by B. Lian, A. Ueno, T. Iwashita

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From bulk loops to boundary large-N expansion by Dmitry Ponomarev

“…We show that, as in flat space, amplitude’s singularities are associated with non-trivial cuts of the diagram and factorize into products of the coefficient functions for the subdiagrams resulting from these cuts. …”
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On numerical integration for effective stress assessment at notches by Enrico Maggiolini, Paolo Livieri, Roberto Tovo

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Swampland bounds on magnetized extra dimensions by Yuta Hamada, Maki Takeuchi

“…Specifically, the Weak Gravity Conjecture and the Trans-Planckian Censorship Conjecture give non-trivial bounds.…”
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