AUTOMATION OF LAW ENFORCEMENT: PROBLEMS AND SOLUTIONS USING MACHINE LEARNING AND MACHINE-READABLE LAW by PEREVOZKIN Andrey Andreevich

“…In particular, the author considers the use of neural networks for recognising printed text, vector models for organising semantic search through normative texts, large language models for performing cognitive operations and storing information about the world and society, computer vision systems for evaluating facts of objective reality. …”
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The Current Role of Carotid Duplex Ultrasonography in the Management of Carotid Atherosclerosis: Foundations and Advances by Kelly R. Byrnes, Charles B. Ross

“…The purpose of this paper is twofold: (1) to discuss foundations and advances in CDU and (2) to evaluate the current role of CDU, in light of other imaging modalities, in the clinical management of carotid atherosclerosis.…”
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Transformer model with external token memories and attention for PersonaChat by Taize Sun, Katsuhide Fujita

“…In the model’s encoder, we utilized a bidirectional self-attention mechanism and external memory to compute the latent information for each input token. …”
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Vertex-Based Topological Indices of Double and Strong Double Graph of Dutch Windmill Graph by Muhammad Asad Ali, Muhammad Shoaib Sardar, Imran Siddique, Dalal Alrowaili

“…Graph theory is useful in evaluating the relationship between various topological indices of some graphs derived by applying certain graph operations. …”
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Estimating contagion dynamics models on networks via data assimilation by Yinchong Wang, Wenlian Lu

“…Network-based contagion models are widely used to describe the spread of epidemics, computer viruses and opinions, yet estimating their states, parameters and hyperparameters remains challenging, especially when only macro-level data are available. …”
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Pediatric Capitellum Fracture Fixation with Bio-absorbable K-wire by Fawaz Mohammed Manu, M Jyothi Prasanth, Hijas Ismayil

“…Clinical and radiological evaluations confirmed a displaced Hahn–Steinthal fracture of the capitellum. …”
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Bi-Directional Point Flow Estimation with Multi-Scale Attention for Deformable Lung CT Registration by Nahyuk Lee, Taemin Lee

“…While voxel-based registration has traditionally dominated this domain, it often suffers from high computational costs and sensitivity to intensity variations. …”
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Design and application of teaching cases based on heuristic teaching in C programming language curriculums—taking the loop structure for an example by Feifan Zhang, Zhenwan Peng, Changqing Wang, Fei Yang

“…As a prerequisite for many core courses in computer science and information technology such as data structures, it serves as a fundamental course for multiple majors in universities globally. …”
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A Dual Core Source/Drain GAA FinFET by Prachuryya Subash Das, Deepjyoti Deb, Rupam Goswami, Santanu Sharma, Rajesh Saha, Hirakjyoti Choudhury

“…This article proposes a dual core sourcedrain gate-all-around FinFET, and evaluates its performance in terms of variation in core doping concentrations through technology computer aided design (TCAD) simulations. …”
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A Meta-Analysis of Technology-Based Word-Problem Interventions for Students with Disabilities by Soo Jung Kim, Yan Ping Xin

“…The four studies that evaluated the generalization effect of the intervention using distal standardized assessments showed a near moderate effect (Hedges’ <i>g</i> = 0.49, 95% CI = 0.09, 0.9). …”
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Application of numerical simulation for the modernization of the exhaust system of gas turbine engines by T. V. Boshchenko, S. Yu. Lebedev, A. N. Korolevskikh

“…Numerical simulation of the flow of exhaust gases in the modernized exhaust device was performed. To evaluate the results of modernization in numerical models of the modernized design and prototype, the values of aerodynamic losses at the outlet of the axial diffuser and gas collector were determined.Conclusion. …”
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A Lightweight CNN for Multi-Class Classification of Handwritten Digits and Mathematical Symbols by Nicholas Abisha, Tita Putri Redytadevi, Sri Nurdiati, Elis Khatizah, Mohamad Khoirun Najib

“…The proposed model, implemented in Julia using the Flux.jl library, features a compact architecture with only two convolutional layers and approximately 55,000 trainable parameters significantly smaller than typical deep CNNs. Trained and evaluated on a publicly available dataset of over 10,000 grayscale 28×28-pixel images across 19 symbol classes, the model achieves a test accuracy of 91.8% while maintaining low computational demands. …”
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Predictive value of platelet parameters and peripheral blood cell ratios for abdominal aortic calcification of peritoneal dialysis patients by Zhao Shi-zhu, Cao Jing-yuan, Cao Pei-yang, Lu Guo-yuan

“…Clinically age, PD vintage, serum albumin, calcium and phosphate along with PDW may be combined for evaluating the risks of AAC.…”
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Design and analysis of a spiral space deployable-foldable mechanism with single degree of freedom by WANG Rugui, LI Shuxian, JIN Cong, YU Yiyin

“…The trajectories of module endpoints were computed numerically to extract the boundary of the deployable space. …”
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Novel hafnium oxide doped G-T-B Glass: Structural, physical, mechanical, optical, and radiation shielding investigation by M.H.A. Mhareb, Kawa M. Kaky, K.A. Mahmoud, M.I. Sayyed, Abed Jawad Kadhim, Yasser Maghrbi

“…The Makishima-Mackenzie model was employed to evaluate the mechanical features of synthetic glasses. …”
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Extraction of Optimal Measurements for Drowsy Driving Detection considering Driver Fingerprinting Differences by Yifan Sun, Chaozhong Wu, Hui Zhang, Yijun Zhang, Shaopeng Li, Hongxia Feng

“…Through real vehicle experiments, we collected naturalistic driving data and subjective drowsy levels evaluated by the Karolinska Sleepiness Scale. Eight nonintrusive drowsiness-related measurements were calculated by double-layer sliding time windows. …”
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A Multi-Criteria Decision-Making Framework for Blockchain Technology Adoption in Smart Healthcare by Deepika Gaur, Shivani Bali, Angappa Gunasekaran, Nitish Joshi, Kuldeep Chaudhary, Vikram Bali

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Formability Studies on Magnesium Based AZ31B Alloy Sheet in LS Dyna Program Code by B. Viswanadhapalli, V.K. Bupesh Raja, K. Chaitanya, S. Kannan

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WinMRSI: Feature Matching With Window Attention for Multimodal Remote Sensing Image by Yide Di, Yun Liao, Yunan Liu, Hao Zhou, Kaijun Zhu, Mingyu Lu, Qing Duan, Junhui Liu

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Deep cross entropy fusion for pulmonary nodule classification based on ultrasound Imagery by Xian Wang, Xian Wang, Ziou Zhao, Donggang Pan, Hui Zhou, Jie Hou, Hui Sun, Xiangjun Shen, Sumet Mehta, Wei Wang

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