LGFA-MTKD: Enhancing Multi-Teacher Knowledge Distillation with Local and Global Frequency Attention by Xin Cheng, Jinjia Zhou

“…To overcome these constraints, We introduce an innovative method that integrates both localized and globalized frequency attention techniques, aiming to substantially enhance the distillation process. …”
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Employee Competence, Tri Hita Karana, and Compensation: Their Impact on Fraud Awareness in LPD by I Kadek Andy Asmarajaya, Luh Nik Oktarini, Ni Putu Ariyaniati Rahmayuni

“…The method used is a quantitative approach through a survey of 99 respondents, analyzed using multiple linear regression. …”
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Meta-Analysis of Wild Relatives and Domesticated Species of Rice, Tomato, and Soybean Using Publicly Available Transcriptome Data by Makoto Yumiya, Hidemasa Bono

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Simulation of silicon wafers heating during rapid thermal processing using “UBTO 1801” unit by J. A. Solovjov, V. A. Pilipenko, V. P. Yakovlev

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Project quality, regulation quality by Elena Mussinelli

“…Figures characterised not only by technical knowledge of the building process and its rules, but also by a culture of standards and conscious responsibility that can only derive from a design practice, which is continually verified in the real context, and by design actions based on an experimental method that aims to face the issues of society. Figures characterised not only by technical know-how of the building process and its rules, but also by a culture of standards and conscious responsibility, which can only derive from a practice continually verified by comparison with reality, and by design actions marked by an experimental method that finds its arguments in taking on the problems of society. …”
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A Review of Multidisciplinary Evidence on the Role of Urban Green Space in Improving the Sleep Quality of the Elderly by Ning KANG, Han XIE, Tao JIANG

“…Additionally, culturally-specific lifestyle patterns and attitudes toward nature may lead to variations in sleep improvement outcomes among the elderly from diverse cultural backgrounds when they use green spaces.ConclusionResearch on improving sleep health of the elderly must transcend single-discipline limitations, integrating theories and research methods from multiple fields including geriatrics and gerontology, neuroscience and neurology, psychiatry, psychology, behavioral science, sociology, rehabilitation medicine, exercise science, and environmental science and ecology. …”
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Learning a Mid-Level Representation for Multiview Action Recognition by Cuiwei Liu, Zhaokui Li, Xiangbin Shi, Chong Du

“…Most of the existing action recognition methods are supposed to have the same camera view during both training and testing. …”
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Risk Analysis Under Uncertainty, Subjectivity, and Incomplete Knowledge: With a Use Case of Energy System Failures by Ali Aghazadeh Ardebili, Mahdad Pourmadadkar, Elio Padoano

“…Traditional failure mode and effects analysis (FMEA) methods face significant limitations in handling combined uncertainty under conditions of ambiguity and partial information. …”
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Vehicle–Bridge Coupling of Road–Rail Dual-Use Network Arch Bridge Based on a Noniterative Approach: Parametric Analysis and Case Study by Haocheng Chang, Rujin Ma, Baixue Ge, Qiuying Zhu

“…Poorer road conditions amplify these dynamic effects, leading to increased stress variations. These insights underscore the necessity of integrating considerations for both road and rail traffic in the structural analysis and design of network arch bridges to ensure their reliability and serviceability.…”
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Load frequency control in isolated island city microgrids using deep graph reinforcement learning considering extensive scenarios by Ping He, Xiongwei Huang, Ruobing He, Linkun Yuan

“…This method conceptualizes controllers as autonomous entities capable of making independent decisions. …”
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Ensuring uniform brightness of the afterglow surface of the hardened cement paste with photoluminescent pigment by Suleymanova Lyudmila, Maslennikova Alina, Kravchenko Darya, Martyushev Nikita, Vatin Nikolai Ivanovich, Karlina Antonina

“…This discrepancy can be ascribed to variations in the quantity of particles capable of photoluminescence and their distribution within the volume of the cement matrix.…”
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SADiff: Coronary Artery Segmentation in CT Angiography Using Spatial Attention and Diffusion Model by Ruoxuan Xu, Longhui Dai, Jianru Wang, Lei Zhang, Yuanquan Wang

“…However, due to small vessel diameters, large morphological variations, low contrast, and motion artifacts, conventional segmentation methods, including classical image processing (such as region growing and level sets) and early deep learning models with limited receptive fields, are unsatisfactory. …”
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The impacts of project based learning strategy with physical activity based on gender towards the students’ learning achievement and self confidence by Lutfi Nur, Nurhasan Nurhasan, Muchamad Arif Al Ardha, Ahmad Chaeroni, Gita Febria Friskawati, Heri Yusuf Muslihin, Ade Yulianto, Arief Abdul Malik

“…Discussion: The Gallery Walks method markedly enhanced students' academic performance and self-assurance, with variations in impact according to gender. …”
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Enhanced melanoma and non-melanoma skin cancer classification using a hybrid LSTM-CNN model by Sara M. M. Abohashish, Hanan H. Amin, E. I. Elsedimy

“…Experimental results demonstrate that the proposed method outperforms recent models in several metrics, including accuracy, recall, precision, F1 score, and ROC curve performance.…”
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Optimal Active-Reactive Power Dispatch for Distribution Network With Carbon Trading Based on Improved Multi-Objective Equilibrium Optimizer Algorithm by Furong Tu, Sumei Zheng, Kuncan Chen

“…These elements are integrated to enhance population diversity and improve global exploration capabilities. …”
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Pilot Fatigue Coefficient Based on Biomathematical Fatigue Model by Jingqiang Li, Hongyu Zhu, Annan Liu

“…To bridge this gap, this study introduces a biomathematical fatigue model (BFM) that leverages system dynamics theory, integrating a dynamic feedback mechanism for fatigue information. …”
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Research on dynamic modeling and control strategy of motor driven operating mechanism for 126 kV high voltage vacuum circuit breaker by Yifei Wang, Jianyuan Xu, Wei Li, Jinming Liu

“…Utilizing these equations, the load torque can be calculated in real-time using the motor position sensor feedback, and the motor control strategy is optimized through a feedforward method designed to actively compensate for load disturbances. …”
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An Improved Sliding Mode Control Using Disturbance Observer for Axial Permanent Magnet Synchronous Motor with Dual-Rotating Rotors by Yichang Zhong, Kangkang Zheng, Shiqi Shen, Qiuyue Xie, Zhengang Xiao, Yutao Liu

“…There are issues with the conventional proportional-integral (PI) control for load disturbances and motor parameter variations, whereas the SMC method has its invariant properties. …”
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Estimating irrigation demand of urban green spaces and the influencing factors by XU Xinyu, WU Tianjun, ZUO Jin, SHI Jiening

“…【Method】 A net irrigation water accounting model was developed for plot scale by integrating meteorological data, root zone soil moisture, surface quantitative remote sensing data, and the principle of root zone soil water balance. …”
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Group attention for collaborative filtering with sequential feedback and context aware attributes by Hadise Vaghari, Mehdi Hosseinzadeh Aghdam, Hojjat Emami

“…Collaborative Filtering (CF) is a foundational method that depends on user-item interactions. However, due to individual variations in rating patterns and dynamic interplays of item attributes, it becomes challenging to model user preferences accurately. …”
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