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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Enhanced clustering techniques for lithofacies and electrofacies identification in post-salt carbonate and siliciclastic reservoirs: a case study from the campos basin, Brazil by Abel Carrasquilla, Herson Rocha

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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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Beyond Point Masses. IV. Trans-Neptunian Object Altjira Is Likely a Hierarchical Triple Discovered through Non-Keplerian Motion by Maia A Nelsen, Darin Ragozzine, Benjamin C. N. Proudfoot, William G. Giforos, Will Grundy

“…Though hundreds of TNOs have been imaged with high-resolution telescopes, no other hierarchical triples (or trinaries) have been found among solar system small bodies, even though they are predicted in planetesimal formation models such as gravitational collapse after the streaming instability. …”
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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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Enhancing the students’ perception of machine learning methods-based drug formulation using R_programming educational protocols by Rania M. Hathout, Shaimaa S. Ibrahim

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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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Motivations and Affordances of ChatGPT Usage for College Students’ Learning by Sun Kyong Lee, Jongsang Ryu, Yeowon Jie, Dong Hoon Ma

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Perceptions of nurse-physician interactions: insights from medical students’ clinical internships by Anna Bovo, Mayra Veronese, Renzo Zanotti, Matteo Danielis

“…Additionally, qualitative analysis software facilitated the coding process, with Bales’ category integrated into ATLAS® Search&Code for text analysis. …”
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Navigating the academic landscape: understanding university dynamics, challenges, and strategic responses by Alain Spalanzani, Iskander Zouaghi

“…This study provides insights for universities navigating complex educational landscapes while fostering cohesion and strategic adaptability. …”
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Association Between the Information Environment, Knowledge, Perceived Lack of Information, and Uptake of the HPV Vaccine in Female and Male Undergraduate Students in Belgrade, Serb... by Stefan Mandić-Rajčević, Vida Jeremić Stojković, Mila Paunić, Snežana Stojanović Ristić, Marija Obradović, Dejana Vuković, Smiljana Cvjetković

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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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Pathfinding: a neurodynamical account of intuition by Steven Kotler, Michael Mannino, Karl Friston, Gyorgy Buzsáki, J. A. Scott Kelso, Guillaume Dumas

“…Finally, we explore intuition through two complementary perspectives: the free energy principle, which models brains as minimizing uncertainty through predictive hierarchical coding, and metastable coordination dynamics, describing the brain’s simultaneous tendencies toward regional cooperation and functional autonomy. …”
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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. …”
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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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An Adaptive Parameter Evolutionary Marine Predators Algorithm for Joint Resource Scheduling of Cooperative Jamming Networked Radar Systems by Dejiang Lu, Siyi Cheng, You Chen, Xi Zhang, Haoyang Li, Tianjian Yang

“…First, the formation survivability is redefined based on the task requirements. Then, a hierarchical adaptive scheduling strategy solution framework is constructed for state prediction and detection fusion of the networked radar system. …”
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Use of clinical care classification terminology in the nursing field: A scoping review by Xin Xie, Yifei Li, Shuyu Han, Jingxian Hu, Lili Zhang, Lina Jia, Yuan Gao, Huimin Guo, Xiaolan Wang, Jianing Han

“…Background: Clinical Care Classification terminology, a category of standardized nursing terminologies, has a clear hierarchical structure, well-defined processes, and a scientifically grounded coding system. …”
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Calculating orthologs in bacteria and Archaea: a divide and conquer approach. by Mihail R Halachev, Nicholas J Loman, Mark J Pallen

“…Using xBASE-Orth, we analyzed an NCBI collection of 1,288 bacterial and 94 archaeal complete genomes with more than 4 million coding sequences in 5 weeks and predicted more than 700 million ortholog pairs, clustered in 175,531 orthologous groups. …”
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EMOTIVE SPEECH ACTS IN CROSS-CULTURAL COMMUNICATION: A COMPREHENSIVE ANALYSIS AND EXPERIMENTAL STUDY by Kenul E. Abdurehmanova

“…Principal component analysis and hierarchical clustering revealed discrete emotional expression profiles across language groups, while multiple regression models identified predictive relationships between linguistic proficiency, cultural exposure, and emotional adaptation. …”
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