Efficacy and Autopoiesis of the System of Science, Education, Law and Politics by Ksenija Grubišić

“…The paper examines whether and in what way the interpretation of the efficacy of the legal system by means of the reduced principle of imputation differs, or is insufficient, in relation to the reduction of complexity of the legal system by means of codes and operations that make it autopoietic. …”
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Multi-Scale Contextual Coding for Human-Machine Vision of Volumetric Medical Images by Jietao Chen, Weijie Chen, Qianjian Xing, Feng Yu

“…To reduce the compression bit cost, we create a Multi-Dimensional Entropy Model that integrates inter-slice latent context with spatial-channel context and hierarchical hypercontext. Experimental results demonstrate that our framework obtains an average 9% BD-Rate reduction over the Versatile Video Coding (VVC) anchor on MRNet datasets, while achieving superior recognition performance for downstream segmentation and classification tasks than inputting reconstructed lossy images.…”
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Assimilation of the total electron content obtained from GNSS to a model of the ionosphere using a hierarchical Bayesian network by Tang Jun, Hu Jiacheng, Zhang Wei, Fan Cihang, Zhou Qiangbo

“…Additionally, the HBN-based PPP method demonstrates slightly improved GNSS positioning accuracy compared to CODE-based PPP, with a reduction in RMSE observed under both geomagnetically disturbed and quiet conditions. …”
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Anomaly Detection and Business Process Orchestration for Low-Code Platform in Power System Based on Deep-Cross Model With Data Balancing by Jin Huang, Ming Sheng Xu, Chang Ming Zhu, Guo An Wang

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Fast Decision Making of Point Cloud Video Geometry CU Partition Based on Occupied Pixels by Fengqin Wang, Juanjuan Jia, Qiuwen Zhang

“…In order to achieve effective complexity reduction and improve coding performance in the encoding process, this paper proposes a fast decision making method of coding unit (CU) partition of point cloud video geometry based on occupied pixels. …”
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The study of health and quality of operation of the transformer equipment electrical systems by A. R. Denisova, D. P. Spasov, A. R. Galyautdinova, V. R. Ivanova

“…The work analyses the operability and quality of the systems under consideration, shows the hierarchical structure of SMUID. By applying the proposed idea with the QR-code, it is possible to speed up the process of searching for information about the current technical state of electrical equipment.…”
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Research on SCLOUD+ post-quantum key encapsulation adaptation and BW lattice optimization for intelligent computing networks by PAN Jie, XI Zhuoning, ZHAO Zhanjun, BU Zhonggui, HOU Huifang, YE Lan, CHEN Xi, XUE Zhao

“…The algebraic structure of these mechanisms may lead to reduction vulnerabilities. The SCLOUD+ scheme, which was focused on within the unstructured LWE framework, achieved significant compression of public key and ciphertext sizes through high-dimensional lattice coding gain, based on the recursive construction properties of the Barnes-Wall (BW) lattice. …”
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Mapping and modeling age-related changes in intrinsic neural timescales by Kaichao Wu, Leonardo L. Gollo

“…Abstract Intrinsic timescales of brain regions exhibit heterogeneity, escalating with hierarchical levels, and are crucial for the temporal integration of external stimuli. …”
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Intrinsic brain mapping of cognitive abilities: A multiple-dataset study on intelligence and its components by Simone Di Plinio, Mauro Gianni Perrucci, Grazia Ferrara, Maria Rita Sergi, Marco Tommasi, Mariavittoria Martino, Aristide Saggino, Sjoerd JH Ebisch

“…A broad, low-resolution 'task-positive' network emerged as predictive of full-scale IQ scores, indicating a hierarchical brain-behavior coding. Conversely, increased cross-network connections involving default mode and subcortical-limbic networks were associated with reductions in both general and specific cognitive performance. …”
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Security Design for Data Distribution Service Based on Secure Onboard Communication by Fengjun Zhou, Gang Wang, Qun Wang, Yuxing Wang, Jun Wang

“…Compared with the original security plugin, experimental verification in typical communication scenarios demonstrates its superiority in jitter reduction by 35%, latency reduction by 50%, and throughput improvement of approximately 12%, thereby effectively fulfilling the dual requirements of ICV for robust security and high real-time performance.…”
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Explaining the Livability of Isfahan City Based on Life City Discourse by Seyed Ali Hashemianfar, Ahmad Mehrshad, Mohammad Heydari, Nariman Mohammadi

“…Data analysis in the qualitative phase was conducted using a coding technique based on the four layers of causal layered analysis. …”
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Modeling Foreground Spatial Variations in 21 cm Gaussian Process Component Separation by Kangning Diao, Richard D. P. Grumitt, Yi Mao

“…Further improvements to the HGP model will require more physically-motivated modeling of foreground spatial variations. Our code can be found in the following repository: https://github.com/dkn16/H21F .…”
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Monte Carlo simulation of delayed γ-rays ionizing the atmosphere based on debris motion model by LIU Li, NIU Shengli, ZUO Yinghong, ZHU Jinhui, ZHUO Jun, LI Xiazhi

“…Conversely, when the burst height is increased while maintaining a constant equivalent yield, the debris height and horizontal radius increase, leading to an expansion in the ionization range but a reduction in ionization intensity.…”
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