A Novel Similarity Score for Link Prediction Approach Using Financial Transaction Networks and Firms’ Attribute by Aparajita Bose, Byunghoon Kim

“…Existing studies often overlook important features such as the direction of transactions between firms, the hierarchical nature of transaction networks, and the significance of node attributes, thereby hindering accurate link prediction. …”
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Development of a work systems stress questionnaire to predict job burnout: A mixed methods study based on a macroergonomics approach by Rahman Zare, Reza Kazemi, Alireza Choobineh, Rosanna Cousins, Andrew Smith, Hamidreza Mokarami

“…Hierarchical linear regression modelling of the data indicated that Task Significance, Job Demands, Work-Life Conflict, and Work Schedule predicted Emotional Exhaustion, and altogether explained 58 % variance. …”
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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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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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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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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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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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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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Developing Laterality-Specific Computable Phenotypes from Electronic Health Record Data, Employing Treatment-Warranted Diabetic Macular Edema as a Use Case by Kaili Ding, MBBS, MS, Tracy Z. Lang, BS, Roberta McKean-Cowdin, PhD, Hossein Ameri, MD, PhD, Narsing A. Rao, MD, Brian C. Toy, MD

“…Subjects: Patients with diabetic retinopathy (DR) identified from a health safety net system and a university hospital in Los Angeles, California, employing diagnosis and procedure codes from 2013 to 2023. Methods: We investigated the completeness and accuracy of laterality-specific TW-DME status based on the following 5 categories of data: Tier 1-Physician Procedure Documentation, Tier 2-Charge Codes (Professional and Facility), Tier 3-Medication Orders, Tier 4-Crosswalked Procedure Codes, and Tier 5-Diagnosis Code associated with Procedure. …”
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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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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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Candidate SNP markers of social dominance, which may affect the affinity of the TATAbinding protein for human gene promoters by I. V. Chadaeva, D. A. Rasskazov, E. B. Sharypova, L. K. Savinkova, P. M. Ponomarenko, M. P. Ponomarenko

“…These proteins may play an important role in determining hierarchical relationships in social animals. Using our previously developed Web-service SNP_TATA_Comparator (http://beehive.bionet.nsc.ru/cgi-bin/mgs/tatascan/start.pl), we analyzed 381 SNPs within the region of [–70; –20] relative to the start protein-coding transcripts, which is the region of the all known TATA-binding protein (TBP) binding sites. …”
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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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Beliefs about social dynamics and open science by Ashley Thomas, Chris Bourg, Rebecca Saxe

“…For example, if researchers understand open science as primarily a means of cooperating with other researchers, its adoption may be faster and more effective among researchers who see their field as less competitive and less hierarchical. The present studies operationalize open science attitudes as plans to publicly share manuscripts/preprints, code, stimuli/instruments and data, as well as participants’ perceptions of the importance of these practices. …”
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The Potential of Unsupervised Induction of Harmonic Syntax for Jazz by Ruben Cartuyvels, John Koslovsky, Marie-Francine Moens

“…Experiments show that our methods can model harmony in datasets of jazz pieces, often resulting in realistic parse trees that overlap with expert annotations, without access to these annotations during training at all. Code, models, and predictions are publicly available.1…”
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Bayesian classification of OXPHOS deficient skeletal myofibres. by Jordan Childs, Tiago Bernardino Gomes, Amy E Vincent, Andrew Golightly, Conor Lawless

“…Mitochondria contain multiple copies of their own genome (mtDNA), which codes for some of the proteins and ribonucleic acids required for mitochondrial function and assembly. …”
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