A Novel Framework for RDF Schema Extraction in NoSQL Databases Using Sentence-BERT by Saad Belefqih, Mohammed Barchane, Ahmed Zellou, El Habib Benlahmar

“…This paper presents a novel schema extraction framework that captures the structural and semantic complexity of NoSQL databases. By integrating constraints, logical rules, and Sentence-BERT embeddings, the proposed approach generates semantically enriched schemas that ensure accuracy, coherence, and usability. …”
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Time course of fluorescent-labelled oligonucleotide accumulation in cells with the use of folate receptor-targeted cationic liposomes by E. V. Shmendel, O. V. Markov, M. A. Zenkova, M. A. Maslov

“…The authors selected the optimal N/P ratio of 2/1 to obtain complexes of F- and L-liposomes with the FITC-ODN. …”
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Inferring geometrical dynamics of cell nucleus translocation by Sirine Amiri, Yirui Zhang, Andonis Gerardos, Cécile Sykes, Pierre Ronceray

“…Altogether, the approach developed here paves the way for a mechanistic and quantitative description of dynamical cell complexity during its motility.…”
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Promoting Equal Access in German Adult Education by Sophie Lacher

“…It categorises AE into company-based AE, individual vocational AE, and non-vocational AE, and examines the complexities and challenges of mobilising resources for these sectors. …”
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MAIN FACTORS DRIVING SOCIAL PUBLIC SERVICES IN INTERNATIONAL CONTEXT by Mihaela, GHENTA

“…As social needs have diversified, the number of potential users of social services has increased and this has generated increased complexity of social services. This paper highlights some of the results of a study conducted by the author in the doctoral studies program. …”
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Pilot Position Optimization Design of WLAN System Based on Experiment by Jue Lan, Yunzhou Li, Xin Su, Shidong Zhou

“…Considering the frame structure of IEEE 802.11ac with “leading preamble plus comb-like pilot”，the performance evaluation formula of the correction scheme based on maximum likelihood estimation was derived，according to which the effect of pilot location，channel fading and subcarrier correlation was studied.Furthermore，a signalling exchange method was proposed，which ensured pilot position synchronization on both end，and a low complexity algorithm of pilot optimization according to the frequency channel amplitude information.In this way，the pilot overhead can be reduced without loss of correction performance.The experiment and simulation result shows that for ideal Rayleigh channel data，correction performance improves by 1.85 dB and 7.15 dB for unknown channel amplitude information in frequency domain and known cases respectively.For field experiment channel data，correction performance improves by 1.67 dB and 2.68 dB respectively.…”
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Literature review. Pricing rule alternatives for the European day-ahead market by Felix Weißensteiner

“…Employing a comparative analysis of uniform pricing (UP), discriminatory pricing (DP), and the Vickrey–Clarke–Groves (VCG) pricing rule, the study navigates the complexities of these mechanisms. The evaluation unveils contrasting perspectives: the political push for consumer-friendly low prices versus the efficiency aspiration for a self-regulating market. …”
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Roadmap for the Development and Implementation of Entrustable Professional Activities to Enable Effective Clinical Training by Saurabh RamBihariLal Shrivastava, Shubhada Gade, Sunita Vagha

“…In conclusion, EPAs provide an excellent framework for transforming medical education by preparing medical students to be ready for the complexities of health-care delivery.…”
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Persisting values in changing times? by Vincent Hösi

“…It stresses the importance of transparency, measurable data, and stakeholder engagement to ensure sustainability efforts are meaningful. By focusing on Mondragon, this research provides insights into the complexities of corporate sustainability within cooperatives and emphasizes the need for increased accountability and transparency in corporate sustainability reporting. …”
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Why is an integrated STEM approach an important element in the teaching of the future? by Jessica Niewint-Gori, Agueda Gras-Velazquez

“… The global urgency to improve Science, Technology, Engineering, and Math (STEM) education is driven by environmental and social needs of the twenty-first century, which in turn jeopardizes global security and economic stability. The complexity of these global factors reaches beyond helping students achieve high scores in their class assessments and refining how we teach STEM courses is necessary to ensure our students are ready to confront the realities of their environments and communities. …”
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Survey on data interoperating-oriented authorization technology by LI Ying, LI Xiaodong, FEI Ziyu, PENG Botao

“…Data interoperating over Internet enables cross-domain connectivity and exchange of data, where authorization is a basic mechanism to protect data ownership and ensure data security. The complexity of cross-domain data exchange poses higher requirements for authorization technology in terms of utility and credibility, thus, there is an urgent need to carry out research on authorization technology for data interoperating-oriented. …”
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Multicast resource allocation scheme considering source-coding characteristic in OFDM systems by XU Wen-jun, HE Zhi-qiang, NIU Kai, LIN Jia-ru, WU Wei-ling

“…Aiming to solve the problem that unicast or conventional multicast was incapable of make full use of the opening for wireless propagation in orthogonal frequency division multiplexing（OFDM） systems,a resource allocation scheme involving several multicast groups was proposed to maintain proportional fairness among groups.The proposed scheme consisted of subcarrier assignment algorithm and power allocation algorithm.The former was achieved by modi-fying the existing unicast subcarrier assignment algorithm,whilst optimal power allocation on condition that subcarrier assignment was determined was reached by the latter based on theoretically derived non-linear equations.Simulation re-sults show that the proposed scheme can ensure perfect fairness among different multicast groups,and remarkably out-performs conventional multicast in terms of rate-sum capacity.Combined with the low complexity,it is suitable for the application to voice/video multicast in actual wireless systems.…”
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Improved SOR signal detection algorithm in massive MIMO-TRDMA systems by Mingyue WANG, Fangwei LI, Xiaorong JING, Haibo ZHANG, Junzhou XIONG

“…In the massive multi-input multi-output time-reversal division multiple access (MIMO-TRDMA) systems, the traditional linear minimum mean square error (MMSE) algorithm achieved approximately the best performance.However, the matrix inversion of the MMSE algorithm was too complicated to ensure real-time processing of signal detection.To solve this problem, an improved successive over-relaxation (SOR) signal detection optimization algorithm was proposed.The proposed algorithm reasonably upgraded the solution of linear equations to prevent the complicated calculation of matrix inversion.Meanwhile, the steepest descent idea was used to provide an effective search direction for the SOR signal detection algorithm, achieving a rapid convergence rate and stronger inspection performance.The simulation results show that the proposed algorithm has the similar best performance with fewer update times compared with the traditional MMSE algorithm, and the calculation complexity is reduced from O(M³)to O(²).…”
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Multi-dimensional secure query scheme for fog-enhanced IIoT by Yousheng ZHOU, Chang TAN, Fei TANG

“…In view of the fact that most of the existing range query schemes for fog-enhanced IoT cannot achieve both multi-dimensional query and privacy protection,a privacy-preserving multi-dimensional secure query scheme for fog-enhanced IIoT was proposed.Firstly,the multiple ranges to be queried were mapped into a certain query matrix.Then,auxiliary vectors were constructed to decompose the query matrix,and then the auxiliary vector was processed by BGN homomorphic encryption to form a query trapdoor.Finally,with the homomorphic computation utilized by an IoT device terminal,the query trapdoor could be matched to its sensor data.Spatial complexity could be effectively reduced with the used specific auxiliary vectors.The confidentiality of sensor data could be ensured and the privacy of user’s query mode could be protected by the homomorphic encryption property.Experiments results show that the computational and communication costs are relatively low.…”
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Deliberative Democracy in Practice: Handbooks on Commissioning, Facilitating, and Evaluating Deliberative Processes by Joanna Massie

“…Governments seeking to address declining trust, increasing polarisation, and greater complexity in government policy have increasingly turned to democratic innovations to engage citizens. …”
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Use of criterial analysis to assess the aero-gas-dynamic perfection of surface-to-air missile by М.В. Амброжевич, А.С. Карташев, О.В. Корнєв, В.О. Середа

“…A number of examples of the application of the method for obtaining expert assessments to ensure design work at the stage of forming the appearance of missiles as part of the corresponding complexes and systems are given. …”
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Evaluating the Reform of Healthcare System in Sicily: variations of efficiency and appropriateness between 2008 and 2010 by Francesca Sapienza, Domenica Matranga

“…They are medium-low sized and low-complexity public hospitals and for-profits, while larger and high-complexity organizations resulted the least congested ones. …”
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Real time weed identification with enhanced mobilevit model for mobile devices by Xiaoyan Liu, Qingru Sui, Zhihui Chen

“…Following this, we introduce an optimized MobileViT model that incorporates the Efficient Channel Attention (ECA) module into the weed feature extraction network. This design ensures robust feature extraction capabilities while simultaneously reducing the model’s parameters and computational complexity. …”
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A DNN-based 5G MIMO system adopting a mix of tactics by Md. Matiqul Islam, Md. Ashraful Islam, Md. Firoz Ahmed

“…However, current methods often struggle with issues related to complexity and efficiency. This paper addresses these challenges by developing a multiple input multiple output (MIMO) system that integrates deep neural network (DNN) demappers, low-density parity-check (LDPC) coding, and polar coding, creating a mix of tactics aimed at boosting performance in flat fading channel environments. …”
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Two-Dimensional DOA Estimation for Coprime Planar Arrays: From Array Structure Design to Dimensionality-Reduction Root MUSIC Algorithm by Yunhe Shi, Xiaofei Zhang, Shengxinlai Han

“…Extensive simulations demonstrate the advantages of the proposed array and algorithm, including higher DOFs, reduced complexity, and superior estimation performance compared to existing methods. …”
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