Diagnosis of Alzheimer’s disease using brain $$^{18}\textrm{F}$$ -FDG PET imaging based on a state space model by Yufang Dong, Yonglin Chen, Zhe Jin, Xingbo Dong

“…Building on this, we optimized the original purely convolutional structure into a hybrid architecture combining convolution and Transformer layers. …”
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The Economy of the West-European Middle Ages (V-XV centuries) by Lyudmila Aleksandrovna Murav’Eva

“…The purpose of the article is to show how feudalism turned from the economic set-up into a socioeconomic structure and the new way of production. Methods. In the article on the basis of the problem and chronological method the two stages of feudalism are considered: the genesis (the V-IX centuries) and the renaissance (the X-XV centuries). …”
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Machine Training of the System of Functional Diagnostics of the Shaft Lifting Machine by Dovbysh A. S., Zimovets V. I., Zuban Y. A., Prikhodchenko A. S.

“…The aim of the work is to increase the accuracy of functional diagnostics of a mine hoist by us-ing the method of information-extreme machine teaching with a hierarchical data structure. The tasks set forth in the work were to develop a categorical model; to carry out synthesis based on its hierarchical machine teaching algorithm for a functional diagnosis system; and to optimize the system of acceptance tolerance. …”
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Control of a boost half-bridge rectifier with power factor correction using a NARMA-L2 neural controller by Angel Quiroga, Jhon Bayona, Helbert Espitia

“…The plant is first identified with the NARMA-L2 model, and then the neural network structure is reorganized to have the controller. An experimental design is carried out for the design of the NARMA-L2 controller considering the number of neurons in the hidden layer and the number of delays (used for the signals). …”
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Partial Discharge Fault Detection of Substation GIS Based on CEEMDAN Fusion Processing Algorithm of Multi‐Frequency Signals by Yuan Sun, Hao Xie, Li Chang

“…By analyzing the typical GIS partial discharge fault state structure, segmented collection of substation GIS partial discharge data is carried out; Based on the window function method and nonlinear gain adjustment method, a limited impulse response filter with precise linear phase characteristics is selected for multi‐frequency signal enhancement processing; Simultaneously combining wavelet reconstruction technology and Fisher criterion to improve the CEEMDAN algorithm, obtaining a fused signal containing frequency feature information; Using CNN network model to fuse feature signals as input, achieve accurate detection of partial discharge faults in substation GIS. …”
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An Improvement of Least Squares Theory: Theory of Least p-Variances Approximation and p-Uncorrelated Functions by Mohammad Masjed-Jamei

“…We establish a theory whose structure is based on a fixed variable and an algebraic inequality and which improves the well-known least squares theory. …”
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Examining the urban morphology and defensive mechanisms of Dutch Malacca via topology, space syntax, and sDNA under the framework of CPTED theory by Weicong Li, Sharifah Salwa Syed Mahdzar, Khairul Anwar Mohamed Khaidzir

“…The transition in spatial depth from “constrained” to “free” reflected a shift in urban structure from “intensive” to “diffuse”. The results of the analysis of the sDNA and topological models in terms of urban centrality converge and reveal that Malacca already had a tendency towards polycentric development in 1958 and that the old network centers of 1764 still play a partial role. …”
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Developing a sustainable, dynamic, and long-term optimization model of an integrated energy supply system while considering renewable energy storage technologies for a residency bu... by Sara Azamian

“…This study aims to determine the optimal long-term structure for an integrated heat and power supply system that uses renewable energy storage technologies in a residential building across five different climatic zones in Iran. …”
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Seasonal Source Apportionment of Heavy Metals and Physicochemical Parameters: A Case Study of Sapanca Lake Watershed by Asude Ateş, Hülya Demirel, Rabia Köklü, Şenay Çetin Doğruparmak, Hüseyin Altundağ, Bülent Şengörür

“…The results show that the natural soil structure, municipal-industrial wastewater, agricultural-atmospheric runoff, highways, and seasonal effects are the major pollution sources for toxic metals and physicochemical parameters. …”
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Iconic hand gestures from ideophones exhibit stability and emergent phonological properties: an iterated learning study by Thompson Arthur Lewis, Van Hoey Thomas, Chik Aaron Wing Cheung, Do Youngah

“…Owing to shared cross-linguistic characteristics of expressive prosody, reduplication, and unusual phonological structure, ideophones have been likened to meaning performed. …”
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Temporal disorientation during war: associations with work-family conflict, emotional distress, and burnout by Irene Diamant, Maor Kalfon Hakhmigari

“…Principal Component Analysis (PCA) was used to validate the factor structure of the Hebrew version of Temporal Disorientation questionnaire, Pearson correlation coefficient was used to evaluated correlations among the study variables; Hierarchical linear regression was used to model the outcome variables, emotional distress and burnout.ResultsTemporal confusion and difficulties in future orientation during wartime were significantly associated with emotional distress. …”
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Exploring a role for Chemerin in the cardiovascular and musculoskeletal benefits of intradialytic exercise in the hemodialysis population. by Mingyue Deng, Daniel S March, Darren R Churchwood, Hannah M L Young, Patrick J Highton, Matthew J Denniff, Matthew P M Graham-Brown, James O Burton, Luke A Baker

“…No evidence was found to support a role for chemerin in modifying cardiac structure and function in people undertaking IDC. Further studies should investigate the associations between chemerin and physical performance.…”
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Integrating running water monitoring tools with the Micro Biological Survey (MBS) method to improve water quality assessment. by Lorenzo Traversetti, Francesca Losito, Alyexandra Arienzo, Ottavia Stalio, Giovanni Antonini, Massimiliano Scalici

“…The last comparison was performed to validate the use of MBS in biomonitoring activities since the benthic invertebrate multi-species assemblage (and then EBI) alter own structure mainly depending on the organic component variation. …”
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Proactive Scheduling and Routing of MRP-Based Production with Constrained Resources by Jarosław Wikarek, Paweł Sitek

“…By automating the generation of data from MRP/ERP systems, constructing an optimization model, and exporting the results back to the MRP/ERP structure, this method improves decision-making and competes with expensive Advanced Planning and Scheduling (APS) systems. …”
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The Beneficial Spatial Spillover Effects of China’s Carbon Emissions Trading System on Air Quality by Diwei Zheng, Daxin Dong

“…Further mechanism analyses show that although the policy does not affect the degree of environmental regulation in other regions, it promotes green innovation, low-carbon energy transition, and industrial structure upgrading there, which explains the observed spatial spillover effects.…”
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Representations of Resilience in the Conceptual Field of Psychology by I.S. Bulanova, A.M. Dvoinin, V.K. Dvoinina

“…The vector of development of modern ideas about resilience in psychology is aimed at moving away from understanding it as a quality and characteristic of personality towards identifying the dynamic, procedural nature of this phenomenon; from the paradigm of one–sided linear influence of the environment on a person — towards an integral “Environment — Person” system; from a one-dimensional understanding of resilience — towards the idea of a complex level and the systemic nature of its structure.…”
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The effect of nurses' individual and occupational characteristics and perceptions of hierarchical career plateau on their turnover intention: A cross-sectional study. by Şehrinaz Polat, Tuğba Yeşilyurt Sevim, Hanife Tiryaki Şen

“…Hierarchical plateaus refer to points within an organization's pyramidal structure where opportunities for career advancement become limited or cease entirely. …”
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Influence of Rare Earth Elements on the Radiation-Shielding Behavior of Serpentinite-Based Materials by Ayşe Didem Kılıç, Demet Yılmaz

“…It was observed that the presence of rare earth elements within serpentinite structure has a significant impact on thermal neutron cross-sections, while crystalline water content (LOI) plays an influential role in fast neutron cross-sections. …”
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Persuasion Over Time: A Longitudinal Analysis of Message Strategy and Engagement in B2B Instagram using ELM by Meita Dinar Astaningrum, Reza Safitri, Fitri Hariana Oktaviani

“…ELM traditionally views persuasion as a single-message effect, underestimating the role of repetition, platform structure, and cumulative engagement. This study aims to examine the persuasive architecture of B2B content on Instagram through the case of @AcademyBINAR, an Indonesian digital education platform that adopted an enterprise communication strategy between June and December 2024. …”
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Tooth Movement Patterns Based on Traction Methods for Mandibular Canine Retraction Using Skeletal Anchorage: A Finite Element Analysis by Dong-Hwan Lee, Jong-Moon Chae, Jae Hyun Park, Na-Young Chang, Kyung-Hwa Kang, Sung-Kwon Choi

“…Methods: A finite element model was developed based on anatomical structures. A mini-implant was placed between the mandibular second premolar and first molar, and canine retraction was simulated using a power arm and a lever jig. …”
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